17.2 RELATIONSHIPS TO SUPPORT THE GOALS

1. Related information on our university as a body on its involvement in, or input into, national government or regional non-government organizations, SDG policy development – including identifying problems and challenges, developing policies and strategies, modelling likely futures with and without interventions, monitoring and reporting on interventions, and enabling adaptive management.

KMUTT’s Commitment to SDG Policy Engagement

KMUTT’s involvement is comprehensive and aligns fully with the policy by undertaking several key functions: Identifying Problems and Challenges: The university utilizes its research expertise to pinpoint critical local and national issues relevant to the SDGs.

Developing Policies and Strategies: KMUTT academic and research units work collaboratively with government agencies and NGOs to formulate practical policies and strategies for implementation.

Modeling Futures: Researchers perform modeling of likely future scenarios, assessing the potential impact of interventions versus non-intervention to guide evidence-based policy decisions.

Monitoring and Reporting: The university participates in the monitoring and reporting of intervention outcomes, ensuring transparency and accountability in policy execution.

Enabling Adaptive Management: By providing continuous data and expert analysis, KMUTT helps government and regional partners apply flexible and adaptive management approaches, ensuring policies can evolve effectively to meet changing conditions and challenges.

This proactive engagement solidifies KMUTT’s role as a vital “University of Innovation for Society,” translating academic knowledge into tangible societal action that drives the national and regional SDG agenda. These are examples of the policies where King Mongkut’s University of Technology Thonburi (KMUTT) has actively engaged with both regional Non-Governmental Organizations (NGOs) and national government bodies to directly contribute to and provide input on Sustainable Development Goal (SDG) policy development.

KMUTT develops the “Carbon Management Platform” and is collaborating with partner organizations to drive the Eastern Economic Corridor (EEC) towards the goals of Carbon Neutrality and Net-Zero Emission.

The current situation makes the adaptation of Thai industry not just an option but a necessity for business survival and to maintain global competitiveness. Thailand itself has declared its commitment to achieving Carbon Neutrality by 2050 (B.E. 2593) and Net-Zero GHG Emissions by 2065 (B.E. 2608). Achieving these goals requires cooperation from all sectors, especially the industrial sector, which is a significant source of greenhouse gas emissions.

Assoc. Prof. Dr. Suvit Saetia, President of King Mongkut’s University of Technology Thonburi (KMUTT), stated that as a higher education institution committed to sustainable social innovation, KMUTT has stepped up to lead a crucial national agenda by launching the “Carbon Management Platform.” This platform is the result of a project under the Integrated Eastern Economic Corridor (EEC) Plan for the fiscal year 2024 (B.E. 2567). Its primary goal is to support the industrial sector in the EEC area—a vital economic center of the country—to tangibly achieve Carbon Neutrality and Net-Zero GHG Emission targets.

The core of the project is the development of the “Carbon Management Platform,” which serves as a comprehensive digital tool enabling businesses to intelligently set goals, track performance, and manage their carbon footprint. The platform meets the needs of enterprises, from small to large, by providing services across three main areas:

Proactive Data Management: Helps calculate and systematically manage greenhouse gas emissions with accuracy and in compliance with international standards.

Expert Consultation: Users can schedule appointments for specialized consultation from KMUTT’s team of experts and partners to analyze data, recommend clean technologies, and plan effective strategies for carbon reduction.

Capacity Building Training: Offers e-Courses to transfer knowledge on carbon management and sustainability, aimed at creating internal experts within organizations.

Asst. Prof. Dr. Deaw Kuipiruk, Assistant to the President for Digital Transformation and Head of the Project, commented:

“The transition to a low-carbon economy is not complex and is not a burden for entrepreneurs; rather, it is an opportunity to enhance efficiency and create added value for their businesses. The development of this platform is the ‘bridge’ connecting knowledge and technology to practical application, helping entrepreneurs in the EEC area prepare and adapt promptly before international environmental measures fully impact them.”

Based on past operational results, KMUTT collaborated with partner organizations including the National Science and Technology Development Agency (NSTDA), the Thailand Institute of Scientific and Technological Research (TISTR), and the Federation of Thai Industries (FTI). They organized three in-depth workshops and consultation sessions in the EEC area for assessing greenhouse gas emissions and preparing for the transition toward Net Zero. Over 282 participants attended, and no less than 250 enterprises have already registered to use the platform. These figures reflect the awareness and readiness of the Thai industrial sector to embrace this major transformation.

The aforementioned operations culminated in a Press Conference and Success Announcement Event held on September 10, 2025, at ICONSIAM, Bangkok. The event featured the following key activities:

Event Highlights

Lecture on “Overview of Climate Change Policies, Mechanisms, and Laws Affecting the Country’s Industrial Sector” by Dr. Kittisak Pruksakarnnon, Director of the Strategy and International Cooperation Division, Department of Climate Change and Environment.

Lecture on “Strategies and Support Mechanisms for Climate Change Affecting the Industrial Sector in the EEC Area” by Khun Angsuthon Wasusan, Director of the BCG Economy Bureau, Eastern Economic Corridor Office of Thailand (EEC Office).

Press Conference Ceremony led by Assoc. Prof. Dr. Suvit Saetia, President of KMUTT, and Prof. Dr. Nudol Laohasiriphand, Representative of the Partner Network.

Plaque Presentation Ceremony recognizing “Organizations Supporting the Drive for Industrial Greenhouse Gas Management under the Project to Support the Achievement of Carbon Neutrality Goals in the EEC Industrial Area.”

Panel Discussion on “Opportunities and Challenges in Carbon Management and Greenhouse Gas Reduction Technologies” featuring Dr. Amporn Phoemai, Research Team Leader at the National Science and Technology Development Agency (NSTDA); Dr. Sathit Niamsuwan, Manager of the Carbon Credit Certification Office, Thailand Greenhouse Gas Management Organization (TGO); and Khun Ratchakrit Sa-nguanchiwit, Manager of the Sustainability Development Division, Siam Kubota Corporation Co., Ltd. (a participating company).

Lecture on “Financial Mechanisms to Support the Industrial Sector for the Transition to Low-Carbon (Green Finance)” by Dr. Suwanit Boonyasuwat, Committee Member and Assistant Secretary, Climate Change Institute, Federation of Thai Industries (FTI).

The organization of this event reflects Thailand’s success and outlines the path forward in creating an environmentally friendly and globally competitive economy.

KMUTT, in collaboration with Phetchaburi Municipality, launched the RETURN-NA (รีเทิร์นนะ) “Phra Nakhon Khiri Model” Waste Center, a prototype learning center for Zero Waste management.

KMUTT and Phetchaburi Municipality Launch “Phra Nakhon Khiri Model” Zero Waste Learning Center

The problem of waste is not a minor issue; it has multiple impacts and is escalating, particularly the problem of residual waste in the environment. Phetchaburi is one of the four provinces on the Gulf of Thailand coast that is found to be experiencing waste problems—a mixture of industrial waste, tourism waste, and municipal waste—which is characteristic of coastal areas.Both Phetchaburi Municipality and King Mongkut’s University of Technology Thonburi (KMUTT) recognize the issue of residual waste accumulating in the environment, becoming breeding grounds for pathogens, and the significant amount of waste that flows into water sources, ultimately turning into marine debris.To address this, the “Sustainable Community Development Project on Waste Management and Utilization for Energy and Other Purposes in the Upper Gulf of Thailand Coastal Area,” supported by the Integration Fund for Development and Enhancement of Environmentally Friendly Energy Efficiency, Ministry of Energy (Fiscal Year 2018), was initiated with the objective of studying waste problems and waste management in the Gulf of Thailand coastal provinces.This initiative led to the signing of a Memorandum of Understanding (MOU) for the integration to promote, support, and coordinate the establishment of the Waste Management Learning Center, or “RETURNNA” Center. The signing took place under the aforementioned project on Tuesday, September 2, 2025, at the Phra Nakhon Khiri Community Office, Khlong Krasaeng Subdistrict, Mueang District, Phetchaburi Province. The signatories were Mr. Kittipong Theppanich, Mayor of Phetchaburi Municipality, Ms. Suparp Sakran, Chairwoman of the Phra Nakhon Khiri Community, and Assoc. Prof. Dr. Suvit Saetia, President of KMUTT. This was accompanied by the official handover of the learning center building and equipment to establish the “Phra Nakhon Khiri Model” as a prototype learning source for Zero Waste management for other communities. Witnesses included Asst. Prof. Dr. Jirawan Tiardprasert, Head of the Project, Mr. Viroj Nuchthaworn, Deputy Mayor of Phetchaburi Municipality, Police Major General Kitti Saphaothong, Advisor to the Mayor, and Mr. Jarungsak Ruangkaew, Permanent Secretary of Phetchaburi Municipality.

Assoc. Prof. Dr. Suvit Saetia, President of KMUTT, stated that waste is a global problem and management must start with ourselves. If we can reduce resource consumption, use resources sufficiently, and learn to reuse them, the amount of discarded waste entering the environment will decrease accordingly. He expressed hope that this learning center, in addition to providing knowledge about waste management, can also demonstrate how to turn waste into various products through Reuse and Recycle efforts for sustainable waste reduction.”As the University supports the academic side and cooperates with the community to establish this learning center, we expect it to be a model and inspiration for other communities to learn from and apply the knowledge to develop their own communities. The main objective is not only to help reduce the volume of waste but also to help the Municipality or Sub-district Administration reduce waste management expenses, allowing those funds to be redirected to other areas of development, such as education, public health, or community facilities. We sincerely hope this collaboration leads to sustained cooperation.” Asst. Prof. Dr. Jirawan Tiardprasert, Faculty of Energy, Environment and Materials, KMUTT, and Head of the Project, explained that the primary goal is the management and reduction of waste volume in the four coastal provinces of the Gulf of Thailand: Samut Songkhram, Samut Sakhon, Chonburi, and Phetchaburi. The project received integrated funding support from the Ministry of Energy since 2018. It initially started by surveying the potential of waste for energy production and Refuse Derived Fuel (RDF), including surveying community opinions on building a waste-to-energy plant, integrating cooperation with three universities: Mahidol University Salaya, Silpakorn University Sanam Chandra Palace, and Burapha University.However, the project has evolved to focus on sustainable waste management with a “Zero Waste” goal by creating a learning center to train residents and municipal staff on maximizing the reuse of waste to generate income and improve community knowledge and understanding of waste management, enabling communities to become self-reliant in waste management. Phetchaburi Municipality will take the main role in overseeing and scaling up this center long-term to continuously reduce municipal waste volume. The name RETURNNA is a combination of

The School of Architecture and Design (SoA+D), KMUTT organized its Annual Meeting 2025 for schools participating in the Academic Cooperation Network Project among Secondary Schools, which included a Signing Ceremony for Academic Cooperation Agreements with secondary schools for the year 2025.

On Friday, August 29, 2025, at Room BRI 224, 2nd Floor, BRI Building, King Mongkut’s University of Technology Thonburi (KMUTT) Bang Khun Thian Campus, the School of Architecture and Design (SoA+D), KMUTT organized its Annual Meeting 2025.

The event also featured a Workshop for Teachers/Academics participating in the project, held under the theme “AI Fundamentals for Design,” and a Signing Ceremony for the Academic Cooperation Agreement with Secondary Schools 2025 (adding 31 new schools).

The purpose of the event was to strengthen the cooperation network, publicize curriculum information, open experience sharing, exchange views on issues, update data, and develop and promote effective teaching and learning management. It also included a practical workshop for interested teachers/academics to further enhance teaching methods.

This cooperation aims for both parties to establish academic collaboration in creating educational opportunities and to provide students with the chance to participate in activities that promote various competencies, as well as to develop personnel in areas of learning management, professional experience training, and knowledge exchange that align with national development, ultimately promoting students’ future potential for sustainable development.

Asst. Prof. Varalux Pansuwan, Dean, presided over the opening ceremony and participated in the signing, along with Dr. Thira Thanman, Associate Dean for Academic Affairs and Quality Assurance, Asst. Prof. Walarat Kasemsin, Associate Dean for Administration, and heads of academic departments from the School of Architecture and Design. They welcomed the students, teachers, and administrators from 31 secondary schools nationwide participating in the project. The event was also live-streamed online and concluded with a joint meal.

KMUTT Aims to Build an International Network of Lifelong Learning Universities Through “Presidential Dialogue and Educational Fair 2025”

Following its 65th anniversary celebration on February 4, 2025, King Mongkut’s University of Technology Thonburi (KMUTT) announced its “65 Years of Wisdom: Crafting Sustainable Futures” vision. This initiative aims to transform the university into a full-fledged “Lifelong Learning University,” providing accessible educational opportunities for everyone, regardless of age, career, or social status. The vision promotes equity in education, research, and innovation to support sustainable societal development, all under the concept of “Excellent, Affordable, Fair and Transparent Higher Education for All.” This will be achieved through three key systems: “OneKMUTT”, “Learning Journey”, and “Credit Bank”, which allow learners to customize their educational paths based on their interests.

On August 25, 2025, at the Learning Exchange Building, KMUTT hosted the “Presidential Dialogue and Educational Fair 2025.” Held under the theme “Sustainable Future for Higher Education,” the event aimed to promote collaboration between KMUTT, its network universities, and other international government-affiliated education partner organizations such as the embassies, Campus France, British Council, DAAD, JASSO, Taiwan Education Center, etc. The morning session of the event featured keynote addresses by three distinguished speakers, each offering unique insights into lifelong learning initiatives across Asia:

Dr. Ir. Edy Priyono, from the Presidential Staff Office of Indonesia, presented on the implementation of large-scale lifelong learning programs in Indonesia.

Dr. Atsuko K. Yamazaki, from Digital Hollywood University, Japan, discussed innovative approaches to skills and competency assessment.

Assoc. Prof. Dr. Bundit Thipakorn, from KMUTT, shared foundational strategies for embedding lifelong learning within institutional frameworks.

The afternoon roundtable discussion centered on national and institutional approaches to lifelong learning. The session featured spotlight presentations from both domestic and international delegates, followed by moderated discussions. These dialogues aimed to identify shared priorities and develop actionable pathways for collaboration with global partners in advancing lifelong learning initiatives. The roundtable discussion was officially opened by Asst. Prof. Dr. Prasert Kanthamanon, Senior Vice President for Administration, who presented KMUTT’s vision for lifelong learning. Joining the session were our distinguished keynotes from the morning session, KMUTT executive members, other international university executives, and representatives from higher education institutions, government agencies, and embassies. The primary objectives of the dialogue were to exchange in-depth insights with KMUTT partners, explore global collaboration opportunities, and identify shared priorities to shape a long-term vision. The discussions also covered interesting topics such as the frameworks and policies of various international institutions, the implementation of micro-credentials and non-degree programs, the establishment of online and hybrid learning, and the evolving role of universities in adult and continuing education. Participants also discussed international cooperation and how national policies could facilitate such partnerships. The event concluded successfully, with KMUTT expressing its readiness to drive international lifelong learning policies to broaden educational opportunities for the Thai people and build a sustainable future for education. The Education Fair, held simultaneously with the Presidential Dialogue on August 25, also provided a valuable platform for KMUTT students, staff, and the public to seek advice from representatives and experts and explore programs from over leading universities and educational organization from countries like Japan, Taiwan, Indonesia, Australia, the European Union, and the United States.

King Mongkut’s University of Technology Thonburi (KMUTT) joined the meeting with the Program Management Unit for Competitiveness (PMUC) and the Cyber Crime Investigation Bureau (CCIB) to drive the development of digital and Cybersecurity human resources.

King Mongkut’s University of Technology Thonburi (KMUTT), led by Assoc. Prof. Dr. Suvit Saetia (President), Prof. Dr. Booncharoen Sirinaovakul (Advisor to the President), Assoc. Prof. Dr. Vachiraporn Vanitcha (Senior Associate Dean for Research and Academic Services, School of Information Technology), Asst. Prof. Dr. Santitham Prom-on (Head of Department and Master’s Program Chair, Department of Computer Engineering, Faculty of Engineering), along with administrators and faculty, attended a discussion and feedback session with Dr. Nirut Thamjakr, Director of the Program Management Unit for Competitiveness (PMUC). The meeting took place on Friday, August 22, 2025, at Whagor Meeting Room 4, Chamchuri Square Building, 14th Floor, to exchange approaches on funding support focused on developing human resources through Upskilling, Reskilling, and New Skilling to truly meet the national strategy in science, research, and innovation, as well as the needs of the industrial sector. The meeting was also honored by the presence of the Cyber Crime Investigation Bureau (CCIB), represented by Police Major General Sila Karnrak, Commander of the Technology Crime Suppression and Analysis Division (CSAD), and his team, who shared their perspectives and experiences. The CCIB is a key partner of KMUTT in piloting the “Cybersecurity Hub” project to enhance the competency of personnel in Cybersecurity and Digital Forensics, aligning with the national AI and Cybersecurity strategy, as well as the policy for comprehensive digital human resource development for the all-age talent pool. Following the discussions, KMUTT is preparing to move forward in developing advanced skilled human resources in the fields of Cybersecurity, AI, Data, and Digital Forensics, and creating quality personnel ready to drive the country’s development in the future.

NT (National Telecom Public Company Limited) signed an MOU to collaborate with KMUTT (King Mongkut’s University of Technology Thonburi) to develop the National Single Window (NSW) system, thereby supporting Thailand’s digital logistics.

NT and KMUTT Ink MOU to Drive National Single Window (NSW) Development and Digital Logistics Transformation in Thailand

National Telecom Public Company Limited (NT), a state-owned enterprise providing domestic and international telecommunications services and operating the centralized electronic data exchange platform (Thailand National Single Window: THAI NSW) or the country’s NSW Operator, and King Mongkut’s University of Technology Thonburi (KMUTT), an expert in innovation, research, academic technology services, and modern management related to transport, logistics, and supply chain, including e-Logistics or Digital Logistics, jointly signed a Memorandum of Understanding (MOU) for research and development on the National Single Window (NSW) system, Trade Facilitation, and Digital Logistics and Supply Chain. The signing ceremony took place at the Club Building, NT Headquarters on Chaeng Watthana Road. The objective of the collaboration is to leverage the strengths of both organizations to support research in policy and strategy for developing Thailand’s NSW system, transport, logistics, and supply chain. It also aims to promote the development of personnel and students, equipping them with new knowledge and skills in innovation, technology, and modern management related to NSW, Trade Facilitation, and Digital Logistics and Supply Chain. Colonel Sanphachai Huwanandana, President of NT, stated that NT is committed to linking business with academia to jointly develop knowledge and technology concerning the NSW system and logistics transport, which are key mechanisms for driving the national economy in the digital era. Collaborating with KMUTT to study, develop, and exchange knowledge, policy information, and utilize NT’s digital technology will allow stakeholders to connect efficiently to create a Digital Logistics system ready to support national growth. This partnership will provide opportunities for students and researchers to participate in research and development concerning electronic data exchange and digital logistics, which is part of NT’s strategy to move towards becoming a Digital Tech Company with a critical role in the Thai economy and society.

Assoc. Prof. Dr. Suvit Saetia, President of KMUTT, affirmed that this collaboration reinforces the shared mission of KMUTT and NT to advance Thailand’s potential. The partnership focuses on creating innovative services related to NSW, Trade Facilitation, and Digital Logistics and Supply Chain by merging NT’s strength in telecommunication technology and infrastructure with the University’s academic and research expertise, especially that of KMUTT’s Logistics Excellence Center (LOGEX). KMUTT is ready to provide academic support for e-Logistics development, focusing on research into policy, strategy, and development plans for NSW that align with the national strategy and truly meet the needs of service users. This includes developing new knowledge for personnel and students to lead to the long-term enhancement of organizational efficiency and the sustainable development of the country. NT, as the NSW Operator, aims to push and drive the THAI NSW centralized platform to be the hub for connecting and exchanging information related to import-export and to sustainably keep pace with the digital world of trade and logistics. Recently, the platform launched the NSW e-D/O (Electronic Delivery Order) service to facilitate trade and reduce paper usage, truly elevating the system towards digital logistics, which aligns perfectly with the objectives of this MOU signing.

The Research and Service Center for Community and Society, King Mongkut’s University of Technology Thonburi (KMUTT), in collaboration with Turnkey Communication Service Public Company Limited, organized a signing ceremony for a cooperation agreement on the joint development of Smart Agriculture technology.

On May 23, 2025, Turnkey Communication Service Public Company Limited collaborated with King Mongkut’s University of Technology Thonburi (KMUTT) to hold a signing ceremony for a Memorandum of Understanding (MOU) dedicated to the development of Smart Agriculture technology. The agreement was signed by Khun Piya Jiraphongsathorn, Deputy Managing Director of Turnkey Communication Service, and Assoc. Prof. Dr. Suvit Saetia, President of KMUTT. This collaboration focuses on research, development, and the application of innovations such as the Internet of Things (IoT), Artificial Intelligence (AI), and Robotics within the agricultural sector. Personnel from both parties will exchange knowledge, expertise, and technological data to jointly develop innovations suitable for local farmers. Khun Piya revealed that the initial phase of cooperation will run for two years, starting with a project to develop a support system for the cultivation and production of the coconut, pomelo, and cherry tomato industries. This initiative aims to enhance production efficiency and promote the use of technology appropriate to the context of local farmers, particularly those in the vicinity of the Ratchaburi campus. Ultimately, the partnership between KMUTT and Turnkey Communication Service will not only promote research and innovation development aligned with business demands but also create opportunities to strengthen the skills and experience of personnel from both sides, bringing sustainable benefits to the community and the agricultural sector in the future.

King Mongkut’s University of Technology Thonburi (KMUTT) held discussions on academic cooperation with IRPC Technology College (IRPCT) in Rayong Province to develop continuing education curricula and bachelor’s degree transfer curricula.

On March 3, 2025, King Mongkut’s University of Technology Thonburi (KMUTT) participated in a discussion on academic cooperation with IRPC Technology College in Rayong Province to develop continuing education curricula and bachelor’s degree transfer curricula.Executives, faculty, and personnel from both institutions attended the meeting. KMUTT’s delegation was led by Assoc. Prof. Dr. Siam Charoensuk (Senior Vice President for Academic Affairs), Asst. Prof. Nimit Hemveha (Assistant to the President for Lifelong Learning Strategy), Assoc. Prof. Dr. Thawatchai Poolkrajang (Dean of the Faculty of Engineering), Assoc. Prof. Dr. Tula Juudtaraksa (Dean of the Faculty of Science), Assoc. Prof. Dr. Thanet Thanit-teerapun (Dean of the Faculty of Industrial Education and Technology), Asst. Prof. Dr. Supachai Wongboonyoung (Director of the Institute of Field Robotics), and executives from various faculties. They met with the IRPC Technology College delegation, led by Dr. Preeda Boonsilp (Managing Director), Mr. Anon Lokanuwat (Deputy Managing Director), Mr. Chalermphan Yossombat (College Director), and the college’s board faculty.The discussion focused on creating educational opportunities for vocational students to smoothly and continuously pursue a bachelor’s degree. The transfer curriculum will allow graduates from IRPC Technology College to transfer credits into KMUTT’s programs, reducing the study duration and increasing opportunities to develop skills that meet future industry demands. Additionally, both institutions discussed approaches to aligning curriculum development with rapidly changing labor market trends and technologies, as well as initiating collaborative projects in research and training to elevate the quality of education and build a network between academia and the industrial sector, which will ultimately lead to the creation of high-potential human resources for national development.

“JGSEE COLLABORATES WITH PARTNERS TO HOST A PUBLIC HEARING ON THE DRAFT GUIDELINES FOR POWER PLANT SUSTAINABILITY INDICATORS AND ASSESSMENT CRITERIA IN THAILAND”

On January 8, 2024, at Kamolthip 1 Meeting Room, 2nd Floor, The Sukosol Hotel, Bangkok, King Mongkut’s University of Technology Thonburi (KMUTT), through the Joint Graduate School of Energy and Environment (JGSEE), in collaboration with the Energy Regulatory Commission, organized the “Public Hearing on the Draft Guidelines for Power Plant Sustainability Indicators and Assessment Criteria in Thailand.” This event served as a platform for gathering feedback from experts and stakeholders from government, academia, and industry, aiming to benefit Thailand’s energy sector.

In this meeting, Ms. Piyanuch Klansorn, Director of Environmental and Energy Regulatory Affairs, presented the background and objectives of the meeting, while Mr. Kan Saengrung, Deputy Secretary-General of the Energy Regulatory Commission, delivered the opening remarks. Associate Professor Dr. Sunirat Fukuda, faculty member at JGSEE, along with the project research team, presented an overview of the project and the draft guidelines, covering various assessment criteria related to environmental, financial, and economic, technical, social, community, and long-term planning aspects.

The event, moderated by Dr. Trirat Muangthon-on, faculty member of the Department of Environmental Engineering, Faculty of Engineering at KMUTT, was attended by 65 in-person participants and 130 online participants via Zoom. The public hearing received valuable feedback and suggestions from representatives of relevant agencies and stakeholders, which will guide the team in refining the sustainability assessment guidelines.

“KMUTT, GOVERNMENT PHARMACEUTICAL ORGANIZATION, AND NATIONAL VACCINE INSTITUTE HOLD COLLABORATIVE MEETING ON THE DEVELOPMENT OF INACTIVATED H7N9 INFLUENZA VACCINE PRODUCTION”

On Tuesday, January 9, 2024, Associate Professor Dr. Suvit Saetia, President of King Mongkut’s University of Technology Thonburi (KMUTT), together with Associate Professor Dr. Solos Suwanyuen, Vice President of KMUTT Bangkhuntien, Assistant Professor Dr. Marong Phadungsit, Vice President for Finance, Property, and Information, and Assistant Professor Dr. Sansasilak Ratchadawong, Director of the National Biopharmaceutical Facility (NBF) at KMUTT, and advisor to the NBF, held the second meeting to discuss collaborative efforts in vaccine development with the National Vaccine Institute and the Government Pharmaceutical Organization.

The meeting was led by Dr. Nakorn Premsri, Director of the National Vaccine Institute, Dr. Sunetra Chuengsmitmongkol, Deputy Director of the National Vaccine Institute, Mrs. Dontri Kasawanshing, Deputy Director of the Government Pharmaceutical Organization, and other executives from the Government Pharmaceutical Organization.

The meeting focused on a project to develop inactivated H7N9 influenza vaccine production using cell culture technology, advancing towards semi-industrial production. The project will employ production technology from SK Bioscience Co., Ltd., South Korea, with the National Biopharmaceutical Facility at KMUTT serving as the semi-industrial production site.

The meeting took place in the Prapa Prachaksupanit Meeting Room, 9th Floor, Office of the President, KMUTT.

“KMUTT DISCUSSES AND ESTABLISHES COLLABORATION ON WORKFORCE DEVELOPMENT WITH THE THAILAND PROFESSIONAL QUALIFICATION INSTITUTE (PUBLIC ORGANIZATION)”

On Tuesday, January 16, 2024, King Mongkut’s University of Technology Thonburi (KMUTT), led by Associate Professor Dr. Suvit Saetia, the President, welcomed the Thailand Professional Qualification Institute (Public Organization), headed by Ms. Jullada Meechul, the Director of the Institute, for a meeting to discuss collaboration on workforce development. The aim of this collaboration is to enhance professional skills in response to national and global needs in a contemporary context. This initiative aligns with the policies of the Ministry of Higher Education, Science, Research, and Innovation (MHESI), which promotes collaboration between universities and the Professional Qualification Institute (Public Organization). The meeting took place in the Pinichwitwat (V Space) Meeting Room, 14th Floor, Learning Exchange Building.

During the meeting, the President was joined by Associate Professor Dr. Siam Charoensriang, Senior Vice President for Academic Affairs; Assistant Professor Dr. Santi Charoenphonpatthana, Vice President for Planning and Strategy; Assistant Professor Dr. Phanuat Boonpramook, Vice President for Educational Development and Learning; Dr. Orakanya Leang-issara, Assistant to the President for Lifelong Learning Promotion; along with executives and staff from the Faculty of Industrial Education and Technology, the Faculty of Energy, Environment, and Materials, and the Strategic Office. They presented KMUTT’s development direction, specifically focusing on goals and approaches to developing a workforce across all age groups, and summarized the achievements from previous collaborations between the two organizations since 2016.

The meeting concluded with three concrete areas of future collaboration between KMUTT and the Thailand Professional Qualification Institute (Public Organization):

Joint development and review of professional standards and qualifications, including KMUTT’s role as a certifying body for competencies aligned with the Institute’s standards, particularly in modern professions and skills.
KMUTT’s support in promoting professional standards and qualifications as key mechanisms in human resource management and development within the industrial sector, leading to an enhancement of the capabilities of Thailand’s industrial businesses.
Integration of KMUTT’s workforce development mechanisms, such as the Micro Credential system, OBEM, and KMUTTWORKS, with the Institute’s platforms, such as the E-Workforce Ecosystem Platform.

Both parties agreed to continue working together on these initiatives moving forward.

“KMUTT FACULTY OF INDUSTRIAL EDUCATION AND TECHNOLOGY HOLDS MEETING WITH MOBILITY & VEHICLE TECHNOLOGY RESEARCH CENTER (MOVE)”

On January 16, 2024, the Faculty of Industrial Education and Technology at King Mongkut’s University of Technology Thonburi (KMUTT) held a collaborative meeting with the Mobility & Vehicle Technology Research Center (MOVE) at the faculty’s location. The meeting was led by Associate Professor Dr. Thanet Thanithteraphan, Dean of the Faculty of Industrial Education and Technology, along with Associate Professor Dr. Komkrit Chomsuwan, Associate Dean for Academic and Educational Systems, Associate Professor Dr. Seksan Yaempinit, Associate Dean for Academic Services and New Product Development, Assistant Professor Dr. Manon Sooklamai, Assistant Professor Dr. Phasphit Choojai Michel, Assistant Professor Teerapong Maneepan, and Dr. Wisitsri Wiyaratt.

From MOVE, participants included Associate Professor Dr. Yosapong Laoonual, Assistant to the President for Sustainability Development; Associate Professor Anek Siriphanichgon, Director of the Office of Research and Scientific and Technological Services; Associate Professor Dr. Pattharamon Chongpradit from the Department of Mechanical Engineering, Faculty of Engineering; Assistant Professor Dr. Kittichon Rueangjirakirt from the same department; and Assistant Professor Dr. Natthaphon Wongyao from the Institute for Innovative Training and Prototype Factory.

The meeting aimed to discuss and plan shared space management between the Faculty of Industrial Education and Technology and the MOVE Research Center to support future joint academic services and collaborative projects between the two units.

OFFICE OF SCIENCE AND INDUSTRY PARKS HOSTS “RSP FIRST MILES” EVENT TO INITIATE OPERATIONS FOR THE LOWER CENTRAL REGIONAL SCIENCE PARK IN COLLABORATION WITH 6 UNIVERSITIES

Office of Science and Industry Parks Hosts “RSP First Miles” Event to Initiate Operations for the Lower Central Regional Science Park in Collaboration with 6 Universities
On February 8, 2024, the Office of Science and Industry Parks at King Mongkut’s University of Technology Thonburi (KMUTT) organized the “RSP First Miles” event to guide regional science parks on operational strategies and to provide insights on funding mechanisms for various projects beneficial to developing a regional science park network. The event, symbolizing the initial steps of the RSP First Miles program, took place at the Knowledge Exchange (KX) Building.

The event was inaugurated with a welcome speech by KMUTT President, Associate Professor Dr. Suvit Saetia, and was attended by Ms. Sopida Boonanakn, Acting Director of the Office of Science and Industry Parks, who warmly welcomed the participants. The keynote address was delivered by Dr. Watanachak Phumwiset, Senior Policy and Planning Analyst from the Bureau of Science, Research, and Innovation Promotion and Coordination, Ministry of Higher Education, Science, Research, and Innovation (MHESI).

Dr. Watanachak shared the objectives, general overview of the regional science park operations, funding opportunities, and networking for grants within the MHESI. The event also featured a brainstorming session focused on policy and operational strategies for the Lower Central Regional Science Park network. This was aimed at preparing for the future development, growth, and sustainable operation of the network.

Approximately 40 representatives from six partner universities in the Lower Central Regional Science Park network attended, including KMUTT, Nakhon Pathom Rajabhat University, Muban Chombueng Rajabhat University, Phetchaburi Rajabhat University, Kanchanaburi Rajabhat University, and Rajamangala University of Technology Phra Nakhon.

KMUTT PARTNERS WITH SPECIAL PATROL AND OPERATION DIVISION (191) FOR DATABASE AND AI INTEGRATION TO ENHANCE OPERATIONAL EFFICIENCY

KMUTT Partners with Special Patrol and Operation Division (191) for Database and AI Integration to Enhance Operational Efficiency

On February 1, 2024, at 10:00 a.m., King Mongkut’s University of Technology Thonburi (KMUTT), led by Assoc. Prof. Dr. Siam Charoenseang, Senior Vice President for Academic Affairs; Asst. Prof. Dr. Panuat Bunpramook, Vice President for Education Development and Learning; Assoc. Prof. Dr. Chaovalit Limnamvichit, Vice President for Student and Learner Development; and Dr. Orakanya Liengissara, Assistant to the President for Lifelong Learning Promotion, along with other faculty members, held a meeting with the Special Patrol and Operation Division (191). The police delegation was led by Pol. Maj. Gen. Worawit Yanchinda, Commander of the Special Patrol and Operation Division (191), and Pol. Col. Arwut Udomrat, Deputy Commander of the division. The meeting took place in the V Space meeting room on the 14th floor of the Learning Exchange Building at KMUTT.

The meeting aimed to discuss a collaborative effort between KMUTT and the Special Patrol and Operation Division (191) to develop a comprehensive database system and incorporate artificial intelligence (AI) technology to enhance operations. The collaboration seeks to create sustainable workforce development and improve the efficiency and effectiveness of operations within the division.

CARE NETWORK SYMPOSIUM 2024 HIGHLIGHTS RENEWABLE ENERGY FOR SUSTAINABLE DEVELOPMENT

From March 20–22, 2567, the CaRe Network International Research Center, led by Prof. Dr. Phumi Kham-Aim, a mathematics faculty member at King Mongkut’s University of Technology Thonburi (KMUTT), hosted the CARE Network Symposium 2024 under the theme “Renewable Energy for Sustainable Development Goals” at the Grand Ballroom, Amari Pattaya, Chonburi. Prof. Dr. Phumi highlighted the symposium’s purpose, emphasizing the advancement of Thai researchers as international leaders in the interdisciplinary network for low-carbon renewable energy technology development. KMUTT President Assoc. Prof. Dr. Suvit Saetia inaugurated the event, showcasing research works from the L1–L4 levels, which included electric buses, unicorn vehicles, PEA Volta charging stations, and posters from CaRe1 and CaRe2 researchers. The symposium also featured a panel discussion on “Perspectives on National Workforce Development and the Future of Thailand’s Industry in Carbon Neutrality,” led by a coalition of academic and industry experts, including Assoc. Prof. Dr. Suvit Saetia, Prof. Dr. Suchat Xiangqin from KMUTNB, and Assoc. Prof. Dr. Khomsan Maleesi from KMITL, alongside private sector partners. The CARE Network Symposium 2024 was part of a research project aimed at promoting Thai researchers to lead in the international network focused on designing and advancing carbon-reducing renewable energy technologies. It served as a platform for researchers to showcase their work and elevate Thai researchers’ roles in international interdisciplinary collaborations, aligning with carbon reduction and sustainable energy goals.

RESEARCH COLLABORATION AGREEMENT SIGNING: KMUTT AND GREATER PHARMA CO., LTD. ON BIOPHARMACEUTICAL AND ATMPS PRODUCTION SCALE-UP INNOVATION

On March 27, 2024, King Mongkut’s University of Technology Thonburi (KMUTT) and Greater Pharma Co., Ltd. held a ceremony to sign a research collaboration agreement focused on innovative scaling up of biopharmaceuticals and Advanced Therapy Medicinal Products (ATMPs) for commercial purposes. This partnership aims to promote research and innovation in biopharmaceutical scale-up and ATMPs development.

Assistant Professor Dr. Sansanluck Ratchadawong, Director of the National Biopharmaceutical Manufacturing Pilot Plant, welcomed the participants and presented an overview of the collaboration project. Dr. Choenporn Tengamnuy, Managing Director of Greater Pharma Co., Ltd., discussed the objectives and expectations of the collaboration.

Associate Professor Dr. Suvit Saetia, KMUTT President, expressed his appreciation for the partnership and signed the agreement alongside Assistant Professor Dr. Sansanluck Ratchadawong and Ms. Kulaya Saichum-in, Stem Cell Department Manager, who signed as witnesses.

Attending the ceremony were Associate Professor Dr. Solos Suwanyuen, Vice President of KMUTT Bangkhuntien; Assistant Professor Dr. Marong Phadungsit, Vice President for Finance, Property, and Information; and Assistant Professor Dr. Monitra Noparat, Vice President for Industry and Partnerships.

The purpose of this collaboration is to exchange knowledge, technology, and personnel between the university and the company in biopharmaceutical research, as well as to engage in other related activities.

The signing event took place at the Prapa Prachaksupanit Conference Room, 9th floor, Office of the President building at KMUTT.

From March 21-23, 2024, the Faculty of Industrial Education and Technology at King Mongkut’s University of Technology Thonburi (KMUTT), in collaboration with educational institutions, government, and private organizations, hosted the 7th International Conference on Learning Innovation in Science and Technology (ICLIST 2024) and the 4th National Conference on Learning Innovation in Science and Technology (NCLIST 2024).
The event, co-organized with partners such as the Faculty of Industrial Education and Technology at KMITL, RMUTT, SWU, and universities and institutes across Thailand, as well as organizations like AECT-Thailand, Microsoft Thailand, AIS, and Amazon Web Services Thailand, took place at the Amari Pattaya Hotel, Chonburi, and was also available online.

Led by Associate Professor Dr. Narong Mangkhong, Associate Dean for Research and Development, and Assistant Professor Dr. Mongkol Namlak, Doctoral Program Leader, the conference aimed to unite researchers in learning and innovation in science and technology, focusing on formal and informal education, personalized learning, vocational education, and fields related to the conference’s central theme of innovations that support learning for a sustainable society.

The event provided a platform for knowledge sharing and the exchange of research experiences, fostering integrated education methods that solve real-world problems and drive socioeconomic benefits.

The conference featured 84 presentations in oral, poster, and online formats, and welcomed over 150 attendees, including researchers, educators, students, and general participants. Keynote addresses were delivered by two distinguished speakers:

Assoc. Prof. Eugene G. Kowch, Ph.D., from the Werklund School of Education, University of Calgary, speaking on “Innovation and Leadership in Learning.”
Prof. Masahiro Inoue, Ph.D., P.E. JP, PMP, Specially Appointed Professor at Keio University, discussing “Engineering Education for Innovation and Sustainable Development.”

2. Cross sectoral dialogue about SDGs Initiate and participate in cross-sectoral dialogue about the SDGs, e.g. conferences involving government or NGOs

King Mongkut’s University of Technology Thonburi (KMUTT) actively initiates and participates in cross-sectoral dialogue about the Sustainable Development Goals (SDGs), including high-level conferences and collaborative events involving government agencies and Non-Governmental Organizations (NGOs). Examples of conferences the university has participated in include :

KMUTT, in collaboration with MHESI and PMUC, organized the International Conference “Synthetic Biology and Future Food Networking Forum and IBA Subject Conference 2025”

On November 5, 2025, King Mongkut’s University of Technology Thonburi (KMUTT), together with the Ministry of Higher Education, Science, Research and Innovation (MHESI), and the Program Management Unit for Competitiveness (PMUC), held the official opening ceremony for the International Academic Conference “Synthetic Biology and Future Food Networking Forum and International Bioprocessing Association (IBA) Subject Conference 2025.” The ceremony took place at the Grand Ballroom, 2nd Floor, Ramada Plaza by Wyndham Bangkok Menam Riverside. The opening ceremony was honored by Prof. Dr. Nudol Laohasiriphoph, Director of the Joint Graduate School of Energy and Environment (JGSEE), who delivered the welcoming address to the participants.

Subsequently, Dr. Nirut Thamjakr, Director of PMUC, officially opened the conference and presented the TSRI (Thailand Science Research and Innovation) policy on “Challenges and Support for the Transition towards the Bio-Circular-Green Economy with Synthetic Biology as a Catalyst for Thai Industry,” aimed at driving and developing breakthrough innovations for the country’s industrial sector. This was followed by Dr. Siriporn Pittayasophon, Deputy Director of the Office of National Higher Education Science Research and Innovation Policy Council (NXPO), who presented the NXPO policy on “National Strategic Plans and Directions for Thailand that Frame and Target the Development and Application of Synthetic Biology and Future Food Technologies,” to drive the country towards sustainable development. Within the conference, expert academics and researchers from KMUTT participated in special lectures and exchanged knowledge with experts from various domestic and international organizations. Examples include a lecture on “The Process of Using Organisms or Biological Systems to Capture Carbon Dioxide with Synthetic Biology Technology for the Development of Plants and Microalgae,” and “National Operations under the Cooperative Mechanism of ‘Thatchawit’ or ‘Thailand Academy of Sciences (TAS),’ PMUC, and the SynBio Consortium Thailand Network,” both delivered by Prof. Dr. Nudol Laohasiriphoph, Director of JGSEE. Additionally, there was a lecture on “Plant-based Proteins and Opportunities for Creating Food Innovations for Health and Well-being” by Dr. Lekha Sailapet, Head of the Advanced Microbial Biotechnology Research Laboratory and faculty member of the School of Bioresources and Technology. The Synthetic Biology and Future Food Networking Forum & IBA Subject Conference 2025, held from November 5–7, 2025, served as a platform for global knowledge exchange and collaboration in emerging technologies, such as synthetic biology, future food systems, green carbon innovation, and climate-resilient bio-economy. The main topics of the conference were “BCG Innovations (Bio-Circular-Green Innovations)” and “Nature-Based Pathways to Net Zero,” which align with Thailand’s national strategy and the United Nations Sustainable Development Goals (SDGs) to drive Thailand towards becoming a regional and global leader in BCG innovation.

KMUTT Discusses Collaborative Approaches with Samut Sakhon Province to Tackle Air and Water Pollution, Driving Sustainable Industrial Development

On October 27, 2025, Samut Sakhon Province held a meeting to discuss approaches for addressing air and water pollution at the Samut Sakhon Provincial Hall. Police Captain Khetrach Chansil, Deputy Provincial Governor of Samut Sakhon and Acting Governor, chaired the meeting. The meeting was attended by representatives from government, private, and academic sectors, including Mr. Phutthikorn Wichaidit (Samut Sakhon Provincial Industry Officer), Mr. Udom Kraiwatnusson (President of the Samut Sakhon Provincial Administrative Organization), Mr. Nakhon Han Kraivilai (President of the Samut Sakhon Chamber of Commerce), Dr. Atcharee Ngarmpromsrakul (President of the Samut Sakhon Provincial Federation of Thai Industries), as well as representatives from the Samut Sakhon Provincial Local Administration Promotion Office and the Samut Sakhon Provincial Defense Office. Mr. Natthapong Sumonotham, Member of Parliament for Samut Sakhon Province, also participated as an observer. King Mongkut’s University of Technology Thonburi (KMUTT), led by Asst. Prof. Dr. Vorapot Ungkosit (Assistant to the President for Business Development), presented proposals for integrating collaboration to solve environmental problems and sustainably upgrade the industrial sector. He was accompanied by Mr. Wannaphob Klomkleang (CEO of KX Consulting Enterprise), Mr. Jiraphan Nueangnin (Head of the Research and Service Center for Community and Society), and Acting Sub Lt. Wipawee Chanarat (Business Technology Management Executive), who attended to listen to the provincial-level issues requiring joint development of key plans and projects. The discussion focused on exchanging data regarding the environmental situation in Samut Sakhon Province, where there are currently over 5,000 industrial factories operating. Most are small and medium-sized factories using traditional production technology, leading to persistent issues with fine particulate matter (PM2.5) and air pollution. Simultaneously, the water quality, particularly in the Tha Chin River, remains at a critical level due to both municipal wastewater and industrial contamination. These issues reflect an aging industrial structure that requires systemic change in both technology and environmental management to achieve the goals outlined in the Samut Sakhon Provincial Development Strategy Plan (20-year roadmap).

KMUTT presented a comprehensive development approach emphasizing the integration between the academic, government, and private sectors to upgrade the province’s industry towards sustainable development under the principles of ESG (Environmental, Social, and Governance) and the BCG Model (Bio-Circular-Green Economy). KMUTT highlighted its focus on enhancing industrial potential, systematic environmental management, developing local participation mechanisms, and promoting occupations for vulnerable social groups to create a balance between economic growth, the environment, and the quality of life for the population. This discussion marks a significant step in integrating cooperation among the public, private, and academic sectors to collectively drive Samut Sakhon Province towards becoming a “Green Industrial City” developed in a balanced and sustainable manner.

STIPI@KMUTT Discusses the Implementation of the Second Cohort of the “Research Management and Capacity Building” Program

On June 14, 2024, Dr. Bank Ngamarunchot, Director of the Science, Technology and Innovation Policy Institute (STIPI), KMUTT, along with a team of researchers, traveled to Vientiane, Lao PDR, to attend a discussion meeting with Dr. Lhavanh Vongkhamsone, Director General of the Department of Higher Education, Ministry of Education and Sports (MOES). The meeting took place at the Department of Higher Education, MOES, Vientiane, Lao PDR, and was attended by representatives from the Department of International Cooperation, Ministry of Foreign Affairs, Thailand. The Research Management and Capacity Building Project aims to develop training curricula and enhance the capacity of personnel in the scientific research management system at the higher education level under the Department of Higher Education, MOES, Lao PDR. KMUTT, through STIPI, has successfully scaled up and continued the project into its Second Cohort to elevate and develop the scientific research system in Lao PDR. On this occasion, the STIPI research team organized a Needs Verification and Reunion event to provide an opportunity for all three parties to jointly discuss and review the project’s operation and listen to the summary of the first cohort’s implementation results. This also facilitated a shared understanding to determine the direction and principles for the activities of the second cohort. The event also allowed graduates from the first cohort to exchange experiences on applying the knowledge gained from the training to their work. Furthermore, data was collected regarding the status, needs, and suggestions of personnel within the higher education and research system in Lao PDR to guide the project’s next phase, ensuring the development of curricula that are beneficial to the Lao PDR scientific research system in the subsequent cohort.

National Food Institute Joins Discussions and Visits Joint Project Laboratories with KMUTT

On November 8, 2024, at the Sattabongkot Room, 1st Floor, Excellence Center for Research and Development and Pilot Plant Building (EXC), King Mongkut’s University of Technology Thonburi (KMUTT) Bang Khun Thian Campus, the National Food Institute (NFI), led by Dr. Supawan Teerarat, Director of the Institute, participated in discussions and visited the joint operational facilities with the University. They were welcomed by Dr. Annop Nopparat, Vice President of KMUTT Bang Khun Thian Campus. During the event, Dr. Supawan Teerarat stated the objective of the discussion was to open opportunities for joint human resource development at both Degree and Non-degree levels, and to enhance service capabilities for the target group of entrepreneurs associated with the National Food Institute. Also participating in the discussion were Assoc. Prof. Dr. Sakarindr Bhumiratana (University Advisor) and Prof. Dr. Morakot Tanticharoen (Senior Advisor to the President), marking an important opportunity to develop cooperation across various dimensions between the National Food Institute and KMUTT. On this occasion, KMUTT presented the expertise of its various faculties and departments and led a tour of the pilot plant and laboratories. The delegation also observed product demonstrations from Banpong Tapioca Industry Co., Ltd., which serves as one example of a company collaborating academically with KMUTT on research and product development to enhance the potential of the food industry. The key discussion points focused on joint human resource development, service provision to entrepreneurs, and supporting the operational capacity of the National Food Institute through mutual cooperation and sustainable development.

KMUTT Welcomes NovaCast Systems to Seek Collaboration for Elevating Metal Casting Research to the Global Stage

BANGKOK, November 28, 2024 – King Mongkut’s University of Technology Thonburi (KMUTT) welcomed a high-level delegation from NovaCast Systems, a world-leading developer of simulation software for the metal casting industry, along with faculty members from prominent universities and research centers in the Republic of the Philippines. The meeting took place at the Department of Metal Casting and Metallurgical Engineering, Faculty of Engineering, KMUTT. Assoc. Prof. Dr. Chawalit Limmaneevichitr, Vice President for Student Development and Learning, and Dr. Kongkiat Pupiratnapong, Head of the Department of Metal Casting and Metallurgical Engineering, Faculty of Engineering, KMUTT, hosted the welcome for the NovaCast Systems executives, led by Mr. Stefan LM Eriksson, Chief Executive Officer, and Mr. Jan Wuthrich, Technical Director. They were joined by Mr. Ryan G. Banal, Innovation Director, Mindanao State University, and Mr. Lemuel N. Apusaga, Senior Science Research Specialist, Metals Industry Research and Development Center. The visit included a tour of the Metal Casting and Metallurgical Engineering laboratories and a discussion meeting to exchange knowledge and research experience. The aim was to explore future academic collaborations that would be beneficial for developing knowledge and personnel in metal casting engineering, and for advancing Thailand’s metal casting industry. Potential areas of collaboration include: Joint Curriculum Development: Jointly developing the metal casting engineering curriculum by integrating NovaCast Systems’ simulation software to enhance the necessary skills for modern graduates. Joint Research Projects: Supporting collaborative research between KMUTT researchers and NovaCast Systems to develop innovations and technologies in metal casting. Personnel Exchange: Promoting the exchange of students and faculty members to gain experience and enhance potential. KMUTT believes that this collaboration with NovaCast Systems will be another significant step in advancing Thailand’s metal casting industry and strengthening the academic and research community at the international level.

King Mongkut’s University of Technology Thonburi (KMUTT) held discussions on academic cooperation with IRPC Technology College in Rayong Province to develop continuing education curricula and bachelor’s degree transfer curricula.

On March 3, 2025, King Mongkut’s University of Technology Thonburi (KMUTT) participated in an academic cooperation discussion with IRPC Technology College in Rayong Province to develop continuing education curricula and bachelor’s degree transfer curricula. Executives, faculty, and personnel from both institutions attended the meeting. KMUTT’s delegation was led by Assoc. Prof. Dr. Siam Charoensuk (Senior Vice President for Academic Affairs), Asst. Prof. Nimit Hemveha (Assistant to the President for Lifelong Learning Strategy), Assoc. Prof. Dr. Thawatchai Poolkrajang (Dean of the Faculty of Engineering), Assoc. Prof. Dr. Tula Juudtaraksa (Dean of the Faculty of Science), Assoc. Prof. Dr. Thanet Thanit-teerapun (Dean of the Faculty of Industrial Education and Technology), Asst. Prof. Dr. Supachai Wongboonyoung (Director of the Institute of Field Robotics), and executives from various faculties. They met with the IRPC Technology College delegation, led by Dr. Preeda Boonsilp (Managing Director), Mr. Anon Lokanuwat (Deputy Managing Director), Mr. Chalermphan Yossombat (College Director), and the college’s board faculty. The discussion focused on creating educational opportunities for vocational students to smoothly and continuously pursue a bachelor’s degree. The transfer curriculum will allow graduates from IRPC Technology College to transfer credits into KMUTT’s programs, reducing the study duration and increasing opportunities to develop skills that meet future industry demands. Additionally, both institutions discussed approaches to aligning curriculum development with rapidly changing labor market trends and technologies, as well as initiating collaborative projects in research and training to elevate the quality of education and build a network between academia and the industrial sector, which will ultimately lead to the creation of high-potential human resources for national development.

King Mongkut’s University of Technology Thonburi (KMUTT) partners with Patumwan Demonstration School, Srinakharinwirot University (Satit SWU Patumwan) to sustainably develop education and mutual learning in the future.

On Thursday, January 23, 2025, from 8:45 AM to 12:00 PM, a meeting was held to discuss the implementation guidelines for the Academic Cooperation Agreement between King Mongkut’s University of Technology Thonburi (KMUTT) and Patumwan Demonstration School, Srinakharinwirot University. The meeting took place at the Chamras Chayapong Meeting Room, 2nd Floor, General Education Building 2.The meeting was honored by Assoc. Prof. Dr. Siam Charoensuk, Senior Vice President for Academic Affairs, who delivered the opening remarks. The results of the academic cooperation and future guidelines were then presented by Assoc. Prof. Dr. Chawalit Limmaneevichitr, Vice President for Student Development and Learning, and Khun Kanyakamon Khiawhwan, Director of the Office of Admission and Student Selection. Furthermore, executives and representatives from various faculties presented information on interesting undergraduate programs. Attendees also visited the SCB Technology Hub learning space on the 4th floor of the Learning Exchange Building (LX) and the Innovation Exchange (INNO-X) laboratory on the 1st floor of the Faculty of Engineering Building. This meeting marks another significant step in strengthening academic cooperation between the two institutions to sustainably develop education and mutual learning in the future.

3. International Collaboration data gathering for SDGs Participate in international collaborations or measuring data for the develop

KMUTT is a leading educational institution in science and technology in Thailand. The Company has created a network of working with both the public and private sectors internationally to gather relevant information about the SDGs 2030 for sustainable development in Thailand. KMUTT has been involved in various initiatives in both international and national collaborations; for examples, International Sustainable Campus Network (ISCN), ASEAN Smart Cities Network (ASCN) Thai Healthy University Network conference (HURS) and Sustainable University Network of Thailand (SUN).

In 2024, We attend the International Sustainable Campus Network (ISCN)2024, we attended the 17th annual conference of the International Sustainable. Campus Network (ISCN) will be hosted from June 25-27, 2024 at Switzerland

KMUTT is Working Group on the Development of the Healthy University Rating System (HURS) Meeting of the Working Group on the Development of the Healthy University Rating System (HURS) in the development of the Healthy University Rating System (HURS) attended the meeting at the Ratchaphruek Conference Room, 2nd Floor, ASEAN Health Institute. Mahidol University and through the online meeting system Zoom Meeting. The purpose of this meeting was to discuss the data verification analysis guidelines of the Healthy University Rating System (HURS) Version 2022, which was opened from August 15 to November 16, 2022. 7 locations in Indonesia 2 locations in Malaysia and Vietnam. The official assessment results are scheduled to be announced in February 2023

KMUTT attended the Thailand Health Promotion University Network meeting todayAUN-HPN, October 4, 2024, meeting with friends and brothers and sisters who work in the Thailand Sustainable University Network. and many Lab Safety networks We work together in a chain to exchange knowledge in many stages.

KMUTT, Signing the Statement of Signing of the Statement of Commitment by Higher Education Institutions under the Council of University Presidents of Thailand and the Sustainable University Network Thailand Venue: [ESCAP Hall], United Nations Conference Center, Rajdamnern Nok Ave, Bangkok

STATEMENT OF COMMITMENT TO SUSTAINABLE THAILAND By the Governors of the Provinces of Thailand

We, the undersigned Governors of the provinces of the Kingdom of Thailand, commit to building our capacity and awareness on sustainable development within our respective provinces in collaboration with the United Nations and other partners. In support of Thailand’s strong commitment to the Sustainable Development Goals (SDGs), and its ambition to become a high-income, inclusive, sustainable, resilient and advanced nation, aligned with its 20-Year National Strategy and the draft 13th National Economic and Social Development Plan (NESDP) as well as the Bio-Circular Green economy model (BCG), Acknowledging the United Nations Sustainable Development Cooperation Framework (2022-2026) that provides the framework for the United Nations’ partnership with the Royal Thai Government, private sector, and civil society in Thailand, Welcoming the United Nations’ value proposition through providing cutting edge, evidence-based policy support; advancing the normative agenda of human rights, gender equality, Leave No One Behind principles; and noting that the United Nations Country Team (UNCT) in Thailand comprises 21 UN agencies, Reaffirming the role of the Ministry of Interior in overseeing the delivery of public services at the sub-national level, and in driving SDG implementation in Thailand, particularly in the areas of poverty alleviation, food security, housing, land administration, public works, spatial planning, waste management, health, education, access to public services, and supporting local communities, Recognizing that collaboration with the United Nations would include facilitating the localization of the SDGs and their achievement at sub-national level, and that strategic priorities for collaboration could be in the areas of (i) reducing CO, emissions through technology transfer and capacity building; (ii) conservation and protection of biodiversity, promoting sustainable and ecological tourism; (iii) effective waste management for BCG, nature-based solutions for biomass burning, and reduction in air and plastic pollution, (iv) sustainable food systems, including food loss, sustainable agriculture and smart farming; and (v) strengthening community resilience and marine eco-systems through adaptation and disaster risk reduction. Mindful of the challenges to sustainable development, including the climate emergency, we commit to:

1. Raise awareness and strengthen capacities of provincial and local authorities (including Mayors and Chief Executives of Provincial Administrative Organizations) for implementing activities contributing to the achievement of the SDGs and their localization at the sub-national and local levels,

2. Facilitate collaboration between provincial and local authorities and the UNCT together with other relevant partners, including local civil society and private sector, under the whole-of-society approach,

3. Create an enabling environment within each province, allocating resources, as appropriate, for sustainable economic and social development,

4. Convene periodic consultations internally and with the United Nations, as appropriate, to review plans, implementation efforts, and achievements towards the SDGs.

Signed on 13 November 2024

in the presence ofthe UN Resident Coordinator and the Permanent Secretary

of the Ministry of Interior

KMUTT representatives attended the 19th Annual Review Meeting of the Asian International Mobility for Students (AIMS) Programme, which was held from 4–6 November 2025 in Putrajaya. Malaysia

The conference focused on the AIMS Strategic Framework 2026–2028 or “Bacolod Strategy”, which aims to consolidate and link AIMS as a leading academic mobility project in Asia. Key discussions focused on student movements Regional cooperation and sustainable development of higher education. By actively participating in the debate, KMUTT continues to strengthen Thailand’s leadership. In promoting higher education and fostering meaningful partnerships across Southeast and East Asia.

Mr. Baptiste Hazard from CESI Nancy Engineering School France. He shared his feelings and experiences during his 4-month internship at the Mobility & Vehicle Technology (MOVE) Center, King Mongkut’s University of Technology Thonburi. From June 10 to October 10, 2025.

“I had the opportunity to do an internship for 4 months at Mobility & Vehicle Technology (MOVE) Center, King Mongkut’s University of Technology Thonburi (KMUTT). My project focuses on research on batteries for electric vehicles, especially the development of a verification process for second life.

During the internship I have worked in the field of design. This is a valuable experience, both in terms of technical and personal learning.Working with Thai students has allowed me to learn new cultures and practice communication. Collaborating in an international environment and getting out of the space where we feel safeThank you to the entire MOVE team for their hospitality, friendliness, and assistance throughout the internship period. This experience will be a great memory and an important step in my academic journey.”

King Mongkut’s University of Technology Thonburi (KMUTT) in collaboration with the Ministry of Higher Education, Science, Research and Innovation (MOHEI) and the Human Resource Development and Higher Education Institution Development Grant Management Unit. Research and Innovation The official opening ceremony of the international conference “Synthetic Biology and Future Food Networking Forum and International Bioprocessing Association (IBA) Subject Conference 2025” was held at the Grand Ballroom, 2nd floor, Ramada Plaza Hotel by Wyndham. Riverside Riverside Bangkok

KMUTT Attended the meeting and announced the policy of the NEC. “Challenges and Supporting the Transition to a Bio-Economy, Circular Economy, and Green Economy with Synthetic Biology as a Catalyst for Thai Industry” to drive and develop leaps forward innovation for the country’s industrial sector. Dr. Siriporn Pithaisophon Deputy Director of the Office of the National Council for Higher Education, Science, Research and Innovation Policy (NSRI) announced the policy of the National Higher Education, Science, Research and Innovation Policy Council (NSRI). “Thailand’s National Strategic Plan and Direction that Sets the Framework and Goals for the Development and Application of Synthetic Biology and Food Technology of the Future” to drive the country towards sustainable development.

King Mongkut’s University of Technology Thonburi (KMUTT) in collaboration with the Institute of Metal Casting Industry of the Mechanical Engineering Society Foundry Institution of Chinese Mechanical Engineering Society (FICMES) and Foundry in Mold Society of Thailand TheThailand Die-Casting Association (TDCA) has jointly organized the 2025 South East Asia Die Casting Congress from 28 – 29 May 2025 at Dusit Thani Princess Srinakarin Hotel.

KMUTT on the topic “Advancements in Aluminum Alloy Development for the High-Pressure Die Casting Industry”, which reflects the role of Thai educational institutions in developing knowledge and innovation to enhance the metal casting industry. This conference is another important step in strengthening cooperation between Thai and Internationalagencies. To promote the exchange of knowledge, technology,

King Mongkut’s University of Technology Thonburi (KMUTT) to discuss cooperation between the two countries. On Friday, August 16, 2024, Mr. Niels Knudsen, Chief of External Relations and communications Section, UNV Headquarters in Germany, together with a delegation from United Nations Volunteers, visited

KMUTT has partnered with United Nations Volunteers to send students to volunteer programs since 2017 , which has been a valuable and useful experience for students to enrich their knowledge. Cultural understanding and skills needed to work internationally , During the visit, two sides presented and exchanged views on the cooperation that has been established over the past period, demonstrating a common interest in strengthening the relationship that could lead to tangible benefits for both sides in the future.

KMUTT held a lecture on the Workshop and Postdocs Series under the TaCS Mathematics Seminar Series No.19 entitled “Smoothing Functions for Sparse Optimization: A Unified Framework” by Prof. Dr. Jein-Shan Chen, Dean of the Faculty of Science, National Taiwan Normal University. Smoothing Functions for Sparse Optimization to link non-smooth regularizers such as l₀–norm, MCP, SCAD and lp-norm for efficient use in numerical algorithms.

A gathering of experts to support Thailand’s net-zero greenhouse gas emission target. (Hub Net Zero) welcomed Prof. Dr. Lene Lange, Founder and CEO of LL-BioEconomy from Denmark. During his visit to Thailand from 27-30 October 2025 to discuss cooperation approaches in the fields of bioeconomy, energy and sustainable development, Prof. Dr. Lene Lange is an international expert with experience in the education, industry, and international organisations. He has held senior management positions in leading companies and universities in Denmark. Currently serving as the CEO of LL-BioEconomy, a research and consulting company on the sustainable use of biological resources.

KMUTT presented an overview of the research and innovation ecosystem. Prof. Lange presented on the topic “Cooperation between KMUTT and the Technical University of Denmark (DTU) in Energy, Environment, Bioeconomy and Biodiversity” and discussed future cooperation approaches. Before concluding with a visit to the Rubber Technology Laboratory. Additive Manufacturing Research Laboratory and Life Cycle Sustainable Assessment Laboratory

King Mongkut’s University of Technology Thonburi The Faculty of Architecture and Design has received international awards for its work and dedication to the development of teaching and research in architecture within SoA+D. KMUTT integrates international design knowledge and experience into the university’s creative learning and research process. Through the integration of art, technology, and research, with a focus on sustainability, quality of life, and creative entrepreneurship, he said that the importance of education development in the modern era is as follows:

“Architecture and design must adapt to a rapidly changing world in terms of economy, technology, environment, and lifestyle changes, in an outcome-based education approach, and both professors have demonstrated this concept concretely through the link between international professional practice and social engagement, demonstrating the creative coexistence between the academic and professional worlds, which both complement and support each other.

KMUTT AND CHIBA UNIVERSITY, JAPAN, LAUNCH THE SOCIAL DESIGN INSTITUTE AT KX

On Wednesday, May 29, 2024, Associate Professor Dr. Suvit Saetia, President of King Mongkut’s University of Technology Thonburi (KMUTT), and Associate Professor Dr. Hiroaki Asawa, Vice President of Chiba University, Japan, jointly inaugurated the Social Design Institute (SDI) and signed a cooperation agreement at the KX Knowledge Xchange for Innovation (KX) at KMUTT. KMUTT and Chiba University have enjoyed a longstanding relationship of over two decades. The establishment of the SDI aims to promote innovation, research, and academic excellence, underscoring both institutions’ commitment to strengthening their collaboration and achieving mutual success in the near future.

KMUTT SHOWCASES SUSTAINABILITY ACHIEVEMENTS AT
THE GLOBAL SUSTAINABLE DEVELOPMENT CONGRESS 2024

King Mongkut’s University of Technology Thonburi (KMUTT), led by its Energy Environment Safety and Health (EESH) Management Center, along with Green Heart student representatives and related departments, participated in the Global Sustainable Development Congress 2024 from June 10-13 at the Queen Sirikit National Convention Center. KMUTT presented an overview of its policies and achievements in sustainability, including its initiatives towards net-zero carbon emissions and sustainable campus activities. These efforts encompass research, academic services, and active involvement from students, staff, and university departments that positively impact the community, society, and nation.

The Global Sustainable Development Congress aims to unite higher education, government, industry, and civil society to explore ways to create a more sustainable future, aligned with the United Nations Sustainable Development Goals (SDGs), particularly Goal 17, which emphasizes urgent global cooperation to eradicate poverty and address climate change while preserving oceans and forests. This congress serves as a platform for stakeholders to share ideas, policies, innovations, and successes.

The event featured more than 130 hours of interactive discussions and workshops focusing on the roles of higher education, government, business, and society in achieving the SDGs. It also included an exhibition led by the Ministry of Higher Education, Science, Research and Innovation (MHESI) in collaboration with over 150 Thai universities, highlighting sustainable development initiatives. With more than 3,000 participants from 90 countries, the congress also included a special highlight: the announcement of the THE Impact Rankings 2024.

KMUTT SIGNS MEMORANDUM OF UNDERSTANDING WITH SHIMADZU (ASIA PACIFIC) PTE. LTD. ON ENERGY AND CLIMATE CHANGE

King Mongkut’s University of Technology Thonburi (KMUTT) recently signed a Memorandum of Understanding (MoU) with Shimadzu (Asia Pacific) Pte. Ltd., the Asia-Pacific regional office of Shimadzu Corporation, Japan a global leader in scientific instruments and engineering testing equipment. The agreement, titled “Pioneering Sustainable Innovation: Green Tech Commitment for the Well-being of Mankind,” was signed by Associate Professor Dr. Suvit Saetia, President of KMUTT, and Mr. Prem Anand, Managing Director & Corporate Officer of Shimadzu (Asia Pacific) Pte. Ltd., with Senior Vice President for Research and Innovation at KMUTT, Dr. Kanyawim Kiritkara, and Mr. Yasunori Yamamoto, President & CEO of Shimadzu Corporation-Japan, serving as witnesses. The event, attended by Mr. Phusak Hiranyatrakul, Managing Director of Parascientific Co., Ltd. the exclusive distributor of Shimadzu’s scientific and engineering testing instruments in Thailand was held on July 9, 2024, in Room BRI 206, Bio Process Innovation Research and Innovation Building, KMUTT Bangkhuntien Campus.

The collaboration between Shimadzu (Asia Pacific) and KMUTT aims to advance academic and technological development in analytical testing for environmental, food, and energy sectors, as well as climate change research. This partnership fosters collaboration between KMUTT experts and Shimadzu Corporation specialists to enhance Thailand’s scientific and technological capabilities in response to global changes. The joint research efforts will include areas such as biopharmaceutical characterization, energy and environmental analysis, climate change testing, and the development of analytical methods related to Green Technology, Net Zero Carbon, and Carbon Neutrality.

ACADEMIC COOPERATION AGREEMENT SIGNING CEREMONY BETWEEN KING MONGKUT’S UNIVERSITY OF TECHNOLOGY THONBURI AND ERICSSON COMPANY (THAILAND) LTD., NTT COMPANY (THAILAND) LTD., AND CLOUDSEC ASIA LTD.

On Friday, 17th February 2566 (2023 in the Gregorian calendar), an academic cooperation agreement signing ceremony took place between King Mongkut’s University of Technology Thonburi and Ericsson Company (Thailand) Ltd., NTT Company (Thailand) Ltd., and CloudSec Asia Ltd. The ceremony was held in the conference room of the rector’s office at the Bang Mod campus. It was attended by Assoc. Prof. Dr. Suvit Saetia, acting on behalf of the rector of King Mongkut’s University of Technology Thonburi, Mr. Igor Maurell, president of Ericsson Thailand, Mr. Sutat Kongdamrongkiat, CEO of NTT (Thailand) Ltd., and Mr. Krisanayot Boonrasamrit, CEO of CloudSec Asia Ltd.

The signing signifies their collaboration in academic ventures, focusing on the development of digital skills, innovative systems, enhancement of capabilities, and expansion of educational opportunities. This is intended to cultivate professionals for the industrial sector. Initial plans have been set in motion with the Graduate School of Management and Innovation (GMI) and KMUTTWORKS to develop non-degree courses addressing the industry’s needs with digital solutions. They are also aiming to develop online courses to upgrade personnel in various related industries.

4. Collaboration for SDG best practice Through international collaboration and research, review comparative approaches and develop international best practice on tackling the SDGs

KMUTT focuses on developing collaborations with government and private sector organizations both domestically and internationally, as well as building networks and relationships with alumni. This aims to enhance the university’s academic and research capabilities through partnerships with all sectors (Quadruple Helix)—government, private sector, education, community, and society. Such collaborations support high-quality teaching, research, and academic services. In some cases, industry partners have even become Strategic Partners of the university.

Community and social engagement is promoted through initiatives that allow staff and students to learn alongside society and create innovations through university-community projects

To meet rising stakeholder expectations and global competition, KMUTT focuses on developing Change Agents and building an Innovation Ecosystem that integrates teaching, research, and services. Short- to medium-term goals (3–5 years) and responsive budgeting support these initiatives, ensuring alignment with the university’s vision and the 20-Year National Strategy for an innovation-driven economy and society. Strategic Plan No. 13 (2022–2027) emphasizes systemic transformation in three areas: People, Systems, and Context, preparing the university and its personnel to adapt, innovate, and thrive in the 21st century.

MOU Signing Ceremony between the Electrical and Electronics Institute, KX Center, and Aero Group (1992) Co., Ltd.

On November 15, 2023, the Electrical and Electronics Institute – KX Center participated in a Memorandum of Understanding (MOU) signing ceremony with Aero Group (1992) Co., Ltd. to jointly develop an Innovation Learning Center that supports the sustainable development needs of the nation.

The signing ceremony was presided over by Mr. Phattharachart Komolkit, Chief Executive Officer of the KX Center, King Mongkut’s University of Technology Thonburi (KMUTT), together with Mr. Narut Rujirat, Director of the Electrical and Electronics Institute, and Mr. Kachin Klainil, Chief Executive Officer of Aero Group (1992) Co., Ltd. The event took place at the KX Center.

This MOU aims to foster collaboration in developing a sustainable innovation learning hub, advancing research that addresses community and national needs, and establishing mechanisms for broader cooperation to contribute to Thailand’s continued growth and development.

King Mongkut’s University of Technology Thonburi (KMUTT) hosted an academic cooperation meeting on advanced materials engineering and non-destructive testing, together with a Memorandum of Understanding (MOU) signing ceremony between the Research and Scientific Services Office, Faculty of Engineering, KMUTT and the School of Aerospace Engineering, Xi’an Jiaotong University, China. The event was held from 6–10 January 2025 at King Mongkut’s University of Technology Thonburi.

The signing ceremony was organized to strengthen academic ties and collaboration between KMUTT and Xi’an Jiaotong University, and to expand cooperative activities to other domestic and international partners. Participants from the three parties included the following:

Expected Outcomes of the Collaboration

- Raise the standard of research and innovation to the international level, particularly in materials engineering and non-destructive testing technologies.

- Expand the scope of academic and research collaboration between leading universities in Thailand and abroad.

- Promote the development of cooperative networks among government and private sector organizations, both domestically and internationally, to advance sustainable knowledge and technology.

This collaboration is expected to drive international research and innovation development, and to create opportunities for expanding partnerships across public and private sectors—thereby contributing to sustainable technological and knowledge advancement in the future.

King Mongkut’s University of Technology Thonburi (KMUTT) Ratchaburi signed an academic cooperation agreement on the study of management approaches for industrial and agricultural waste materials in Ratchaburi Province.

On 28 February 2024, at Ratchaburi Electricity Generating Company Limited, a memorandum of understanding (MOU) on academic cooperation for studying management approaches of industrial and agricultural waste materials in Ratchaburi Province was signed among four organizations: the Federation of Thai Industries, Ratchaburi Chapter; King Mongkut’s University of Technology Thonburi; Ratchaburi Electricity Generating Company Limited; and the Environmental Research Institute, Chulalongkorn University.

This cooperation focuses on applying technological knowledge and innovation from King Mongkut’s University of Technology Thonburi and Chulalongkorn University to convert waste materials from the aromatic coconut industry into biomass and biochar, which can be used to replace coal in the industrial sector and as soil enhancers in agriculture. This initiative aims to promote sustainability for the aromatic coconut industry in Ratchaburi Province and the lower central region in accordance with the BCG (Bio-Circular-Green Economy) model.

KMUTT Partners with Analog Devices (Thailand) to Strengthen Workforce Development and Enhance Human Capital Across All Ages for the Semiconductor Industry

On 27 February 2024 at 10.30 a.m., in the Pinij Vitasan Room (V Space), 14th Floor, Learning Exchange (LX) Building, King Mongkut’s University of Technology Thonburi (KMUTT) held a signing ceremony for a Memorandum of Understanding (MOU) on academic cooperation between KMUTT and Analog Devices (Thailand) Co., Ltd.

Associate Professor Dr. Suvit Sae-Tia, President of KMUTT, delivered the welcoming remarks to the executives from Analog Devices (Thailand) Co., Ltd., followed by a statement of support for this collaboration from Mr. Wirat Sriamorakijkul, Managing Director of Analog Devices (Thailand) Co., Ltd.

This collaboration aims to strengthen workforce development and enhance the capabilities of individuals of all ages entering the semiconductor industry through various initiatives, such as Work-Integrated Learning (WiL) and student cooperative education.

Executives from both institutions share the belief that this partnership marks a promising beginning for advancing sustainable national development.

KMUTT School of Architecture and Design Signs Agreement with Thai Toshiba Industrial Co., Ltd. to Award Scholarships

On 11 July 2024, King Mongkut’s University of Technology Thonburi (KMUTT) held a signing ceremony for a memorandum of understanding under the Scholarship Collaboration Program. Associate Professor Dr. Suvit Sae-Tia, President of KMUTT, presided over the event and delivered the opening remarks.

The agreement was signed together with Ms. Kobkarn Wattanavrangkul and Ms. Kanit Muangkarachang, Chairpersons of Thai Toshiba Industrial Co., Ltd., at the meeting room of the School of Architecture and Design (SoA+D), KMUTT Bangkhunthian Campus.

The objective of this collaboration is to cultivate high-potential talents for the industry through the Industry Talent Incubation Program, jointly developed between the School of Architecture and Design and Thai Toshiba Industrial Co., Ltd.

A total of five scholarship recipients will be admitted into the Design Innovation Program for a full four-year period. Throughout their studies, they will engage in Experiential Learning, working on real-world projects assigned by Thai Toshiba Industrial Co., Ltd., under the guidance of faculty members and the Toshiba team.

KMUTT Signs Memorandum of Understanding on Academic Collaboration for the “Next-Generation Safety Officers for a Sustainable Safety Culture” Project

On 12 November 2025, Associate Professor Dr. Suvit Sae-Tia, President of King Mongkut’s University of Technology Thonburi (KMUTT), signed a memorandum of understanding on academic collaboration for the “Next-Generation Safety Officers for a Sustainable Safety Culture Project” together with higher education institutions from across the country.

The Institute for the Promotion of Occupational Safety, Health and Environment (Public Organization) – TOSH has set a policy to strengthen nationwide collaboration with educational institutions. The aim is to promote the “Next-Generation Safety Officers for a Sustainable Safety Culture Project,” which focuses on instilling safety awareness in university students as early as possible—preparing them to become a new generation of high-quality workers equipped with knowledge, skills, and attitudes aligned with the concept of “Be Aware, Act on Time, Communicate Effectively.”

This initiative aligns with KMUTT’s policy on safety within educational institutions and supports the development of a strong and sustainable safety culture across all sectors. The collaboration emphasizes partnership among educational institutions, government agencies, and the private sector to integrate knowledge, share experiences, and enhance the capacity of personnel within educational settings—with institutions serving as central hubs of development.

KMUTT Develops “Carbon Management Platform” in Collaboration with Strategic Partners to Advance EEC Toward Carbon Neutrality and Net-Zero Emissions

At the United Nations Framework Convention on Climate Change (UNFCCC) Conference of the Parties (COP), world leaders collectively set ambitious targets to limit the global temperature rise to no more than 1.5 degrees Celsius. This has led to the announcement of carbon neutrality goals and commitments to achieve net-zero greenhouse gas (GHG) emissions. Many countries and major organizations have established clear deadlines, directly impacting global supply chains and business sectors—particularly those reliant on exports to key trading partners such as the European Union (EU). The EU has already begun implementing the Carbon Border Adjustment Mechanism (CBAM) for certain products, including steel, aluminum, and cement, to prevent carbon leakage—where high-emission industries relocate production to countries with less stringent regulations.

The core of the project is the development of a “Carbon Management Platform”, a comprehensive digital tool designed to enable businesses to set targets, monitor performance, and manage their carbon footprint in an intelligent and strategic manner. The platform addresses the needs of enterprises of all sizes and provides services across three principal areas:

1. Proactive Data Management – Facilitates systematic, precise, and internationally standardized calculation and management of greenhouse gas emissions.

1. Expert Consultation – Allows users to schedule specialized consultations with experts from KMUTT and partner organizations to analyze data, recommend clean technologies, and develop effective carbon reduction strategies.

1. Capacity-Building Training – Offers e-Courses that transfer knowledge on carbon management and sustainability, fostering in-house expertise within organizations.

KMUTT Aims to Build an International Network of Lifelong Learning Universities Through “Presidential Dialogue and Educational Fair 2025”

Following its 65th anniversary celebration on February 4, 2025, King Mongkut’s University of Technology Thonburi (KMUTT) announced its “65 Years of Wisdom: Crafting Sustainable Futures” vision. This initiative aims to transform the university into a full-fledged “Lifelong Learning University,” providing accessible educational opportunities for everyone, regardless of age, career, or social status. The vision promotes equity in education, research, and innovation to support sustainable societal development, all under the concept of “Excellent, Affordable, Fair and Transparent Higher Education for All.” This will be achieved through three key systems: “OneKMUTT”, “Learning Journey”, and “Credit Bank”, which allow learners to customize their educational paths based on their interests.

The primary objectives of the dialogue were to exchange in-depth insights with KMUTT partners, explore global collaboration opportunities, and identify shared priorities to shape a long-term vision. The discussions also covered interesting topics such as the frameworks and policies of various international institutions, the implementation of micro-credentials and non-degree programs, the establishment of online and hybrid learning, and the evolving role of universities in adult and continuing education. Participants also discussed international cooperation and how national policies could facilitate such partnerships.

The Research and Community Services Center of King Mongkut’s University of Technology Thonburi (KMUTT), in collaboration with Turnkey Communication Service Public Company Limited, held a signing ceremony for a partnership to jointly develop smart agriculture technologies.

On May 23, 2025, Turnkey Communication Service Public Company Limited and KMUTT signed a Memorandum of Understanding (MOU) to develop technologies for smart agriculture. The signing ceremony was attended by Mr. Piya Jirapapongsa, Deputy Managing Director of Turnkey Communication Service, and Associate Professor Dr. Suvit Saetia, President of KMUTT.

This collaboration focuses on research, development, and the application of innovations such as the Internet of Things (IoT), Artificial Intelligence (AI), and robotics in the agricultural sector. Personnel from both parties will exchange knowledge, expertise, and technological data to jointly develop innovations that are suitable for local farmers.

The partnership between KMUTT and Turnkey Communication Service is not only intended to advance research and innovation aligned with industry needs but also provides opportunities to enhance the skills and experience of personnel from both organizations. Moreover, it is expected to benefit communities and the agricultural sector sustainably in the future.

KMUTT Partners with Nara College to Enhance the Potential of Thai Students!

On January 23, 2025, King Mongkut’s University of Technology Thonburi (KMUTT), represented by Associate Professor Dr. Suvit Saetia, President of KMUTT, and Professor Dr. KONDOH Shinae, President of Nara College, signed a Memorandum of Understanding (MoU) to elevate education, research, and exchange opportunities for students and staff at an international level.Additionally, KMUTT welcomed representatives from eight other KOSEN colleges in Japan to discuss future collaborations in education and research development.

Following the signing ceremony, the KOSEN representatives visited the Faculty of Engineering and explored projects by students in the Automation Engineering program at KMUTT. They also visited the Bangkhunthian campus to observe the hands-on teaching approach at KMUTT’s KOSEN program, which focuses on equipping students with skills to meet Thailand’s future industrial needs.

The event also featured a special lecture on “Home Automation and Robotics” by Professor Dr. YAMADA Yoji, President of TOYOTA College, inspiring participants with knowledge in automation and robotics technology.

This collaboration reflects the commitment of KMUTT and the KOSEN network in Japan to continuously develop Thai students’ global potential!

Signing Ceremony of the Memorandum of Understanding on Research and Academic Services between the National Data Institute (Public Organization) and King Mongkut’s University of Technology Thonburi (KMUTT)

On December 19, 2024, Associate Professor Dr. Suvit Saetia, President of King Mongkut’s University of Technology Thonburi (KMUTT), and Dr. Suntaree Songserm, Deputy Director of the National Data Institute (Public Organization) in the Business and Knowledge Promotion Division, signed a Memorandum of Understanding (MOU) on personnel development.

The purpose of this collaboration is to integrate strengths in data analysis and artificial intelligence (AI) technologies, with a particular focus on education. The agreement promotes the exchange of knowledge and experiences, provision of consultation and recommendations, and guidance on the development and design of data information systems (Data Platform), data management systems (Data Management), and data governance to support workforce development in Big Data, AI, and Machine Learning (Data Analytics).

Moreover, the collaboration aims to enhance the capabilities of personnel from both parties through joint projects or activities aligned with their respective missions. These initiatives include mutual learning, personnel exchanges, and shared resources in implementing projects, activities, or other collaborative efforts.

CSIRO Collaborates with BIOTEC (NSTDA), GPO, and NBF to Enhance Pharmaceutical and Vaccine Manufacturing Capabilities in Thailand

Australia teams up with Thailand for equitable access to medicines.

Australian Ambassador to Thailand, Dr Angela Macdonald witnessed the signing of two important project agreements between Australia’s national science agency CSIRO and Thailand’s National Centre for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Government Pharmaceutical Organisation and the National Biopharmaceutical Facility at the King Mongkut University of Technology Thonburi.

This collaboration will increase Thailand’s access to essential medicines and vaccines for its people and support local manufacturing.

The collaboration is one of 66 projects under the Australian Government’s Partnerships for a Healthy Region initiative. The $620 million initiative aims to support partner countries to help build resilient and equitable health systems, to help reduce disease risks and respond effectively to health emergencies.

KMUTT Welcomes University of Toyama President for Research Collaboration on Sustainable Aluminum Manufacturing and MoU Signing

On Thursday, July 11, 2024, Professor Shigeru Saito, President of the University of Toyama, Japan, and his delegation visited King Mongkut’s University of Technology Thonburi (KMUTT) to discuss research collaboration and sign a Memorandum of Understanding (MoU).

During the visit, Professor Saito met with Associate Professor Dr. Suvit Saetia, President of KMUTT. Both parties presented and exchanged research findings in the fields of metals and aluminum, highlighting their mutual interests and potential collaborative projects that could benefit both institutions. They noted a shared focus on aluminum manufacturing technology and recycling to improve sustainability, underscoring their commitment to advancing environmental solutions through research.

The visit culminated in the signing of an MoU between KMUTT and the University of Toyama, reaffirming their commitment to collaborate in education and research. The MoU aims to promote innovation and facilitate exchange programs between the two universities.

The signing ceremony was attended by key representatives from both institutions, demonstrating their shared vision and dedication to fostering a global academic community. This collaboration is expected to create new opportunities for student and faculty exchanges, joint research initiatives, and the sharing of knowledge and resources.

5. Collaborate with NGOs to tackle the SDGs though : student volunteering programmes, research programmes, or development of educational resources

KMUTT developed various management systems within the university to provide tangible results in terms of sustainable development and to create activities in order to achieve awareness of sustainable development goals of King Mongkut’s University of Technology Thonburi. The idea is to bring the concept into practice to achieve concrete results as a pilot model for good operation within the university and to expand good management results to communities and society. For 2024 KMUTT Volunteer activities are conducted by student groups, Researchers to jointly develop the community as details below:

“KMUTT values and is committed to creating SOCIAL ENGAGEMENT for staff and students to “learn socially”, innovate, improve the quality of life of the community, develop the learning process together. Innovate learning villages such as IT behind him for equal access to knowledge and learning resources. Environmental control greenhouse system clean energy systems in the backcountry integrate STEM education from a community resource base to create jobs for locals.

“Thriving in an Era of Change”

On November 6 , 2025, it was held under the concept of “The Inclusive Learning Lab”. “Opening the Dimension of Learning Without Borders” that promotes pride in Thai culture and sustainable development approaches, along with activities such as The Inclusive Learning Lab: Igniting a “Learning Ecosystem” without borders. Thai Way Artistic Way: Inheriting Thai Culture in the 25th Anniversary of KMUTT Liberal Arts Sustainability in Everyday Life: Building a Sustainable Future with Us

KMUTT Signed a Memorandum of Understanding on Academic Cooperation in the “New Breed of Military Police Project for a Sustainable Safety Culture”

King Mongkut’s University of Technology Thonburi (KMUTT) signed a Memorandum of Understanding on Academic Cooperation in the “New Breed of Science for a Sustainable Safety Culture Project” with educational institutions from all over the country . Senior executives of the Ministry of Labour attended the ceremony at the meeting room on the 6th floor, DSD Building, Department of Skill Development, Ministry of Labour.

Faculty of Science, KMUTT Exhibition to welcome the management team and staff from the National Science Museum Organization (NSM)

The Faculty of Science, King Mongkut’s University of Technology Thonburi (KMUTT) welcomed the management team and staff from the National Science Museum Organization (NSM). 11 people led by Dr. Karnika Chen, Deputy Director of the National Science Museum Organization. Mr. Anantakorn is diligent in his work. Director of the Office of the Director and Mrs. Wichitra Suriyakul Na Ayutthaya, Director of the Academic Office of the Science Museum, along with a team of staff. On the occasion of visiting and studying the event to exchange knowledge and guidelines for the development of scientific and technological innovations and creative exhibitions.

KMUTT Joins Hands with Administrators of 12 Higher Education Institutions to Join Forces to Drive “Reinventing University” to Excellence in the Era of Change

Hackathon Project under the “Hack Hed Dee” activity: Generate ideas, produce innovative prototypes and technology to promote work in organizations for people with disabilities with the support of the Fund for the Promotion and Development of the Quality of Life of Persons with Disabilities. This project is organized to open up space for young people. Students and the general public have jointly created innovations that enable people with disabilities to work equally in society. Through the processof co-creation and prototype development. In this event, there were 6 finalist teams , namely ThE AlchemiST, Link Together, 429 – Too Many Request, Mic Drop, SERENITEA, and EOS. Both in terms of hearing. Motor and psychological and behavioral aspects. Throughout the 3 days of the activity. Participants learned through workshops and talks on a variety of topics, such as “Understanding Users, Understanding the Market: The Basics of Innovation That Actually Grows”, “Innovation for People with Disabilities: Social and Economic Opportunities Accessible to All”, “Pitch Like a Pro: Sell Ideas to Memorable”, “From Idea to Opportunity: The Hack Hed Dee Innovation Path to Practical Use in Organizations” with experts and mentors from the business and social sectors providing close advice. The evaluation criteria were based on 5 areas: (1) impact on the employment of persons with disabilities, (2) feasibility of operation, and (3) creativity and innovation. (4) Stakeholder Engagement, and (5) Professional Presentations.

King Mongkut’s University of Technology Thonburi (KMUTT) in collaboration with the Ministry of Higher Education, Science, Research and Innovation (MOHEI) and the Human Resource Development and Higher Education Institution Development Grant Management Unit. The Ministry of Research and Innovation (BPD) held the official opening ceremony ofthe “Synthetic Biology and Future Food Networking Forum and International Bioprocessing Association (IBA) Subject Conference 2025”.

Project to develop a conceptual framework for the creation of curriculum for the production of professional personnel and specific fields using the concept of Competency-based Education Phase 2

KMUTT Discuss guidelines with Samut Sakhon Province Solving air and water pollution problems and developing industries towards sustainability

KMUTT presented an overall development approach with an emphasis on integration between academia, government and private sectors to elevate the province’s industrial sector towards sustainable development. Under the principles of ESG (Environmental, Social, and Governance) and BCG Model (Bio-Circular-Green Economy). Focus on enhancing industrial potential. Systemic Environmental Management Developing local participation mechanisms and promoting employment for vulnerable groups in society to balance economic growth. The environment and the quality of life of the people. This meeting is an important step in the integration of cooperation between the government sector. The private sector and the academic sector to jointly drive Samut Sakhon Province to become a “Green Industrial City” that develops in a balanced and sustainable manner.

The Hub of Talents to Support Net Zero GHG Emissions (Hub Net Zero) hosted Prof. Dr. Lene Lange, Founder and CEO of LL-BioEconomy, Denmark, for a four-day visit from 27-30 October 2025 to explore collaboration in bioeconomy, energy,and sustainable development.

Project name
THE COURTESY VISIT OF THE EXECUTIVE VICE PRESIDENT AND DELEGATES FROM CHIBA UNIVERSITY, JAPAN
ACADEMIC AND RESEARCH COLLABORATION DISCUSSION ON “COMMUNITY/SOCIETAL RESILIENCE: ADAPTING TO THE EFFECTS OF GLOBAL WARMING”
KMUTT AND CHIBA UNIVERSITY, JAPAN, LAUNCH THE SOCIAL DESIGN INSTITUTE AT KX
KMUTT SHOWCASES SUSTAINABILITY ACHIEVEMENTS AT THE GLOBAL SUSTAINABLE DEVELOPMENT CONGRESS 2024
KMUTT SIGNS MEMORANDUM OF UNDERSTANDING WITH SHIMADZU (ASIA PACIFIC) PTE. LTD. ON ENERGY AND CLIMATE CHANGE
KMUTT WELCOMES UNITED NATIONS VOLUNTEERS DELEGATION TO DISCUSS FUTURE COLLABORATION
“KMUTT AND PARTNERS LAUNCH THAILAND’S FIRSTAUTONOMOUS ELECTRIC BUS PROTOTYPE WITH 5G TECHNOLOGY”
THE COURTESY VISIT OF H.E. MR. JYRI JARVIAHO, AMBASSADOR OF FINLAND TO THE KINGDOM OF THAILAND, EXPLORES COLLABORATIVE OPPORTUNITIES IN RESEARCH AND EDUCATION
KMUTT AND HAINAN UNIVERSITY SIGN MOU FOR ACADEMIC COLLABORATION
KMUTT AND IBG-2, FORSCHUNGSZENTRUM JULICH, GERMANY HOST WORKSHOP ON “AGRI-PHOTOVOLTAIC TECHNOLOGY STATUS AND BUSINESS OPPORTUNITIES” TO SUPPORT SUSTAINABLE AGRICULTURE AND NET-ZERO CARBON GOALS
KMUTT WELCOMES UNIVERSITY OF TOYAMA PRESIDENT FOR RESEARCH COLLABORATION ON SUSTAINABLE ALUMINUM MANUFACTURING AND MOU SIGNING
NBF, GPO, AND NATIONAL VACCINE INSTITUTE DISCUSS SEMI- INDUSTRIAL DEVELOPMENT OF H7N9 INACTIVATED INFLUENZA VACCINE
KMUTT and Foundry Institution of Chinese Mechanical Engineering Society (FICMES) announced Collaboration on Permanent Mold Metal Casting Technology between Thailand and China
KMUTT, Ratchaburi signed a memorandum of understanding on academic cooperation. Study of guidelines for managing waste materials from industry and agriculture in Ratchaburi Province.
KMUTT visited and discussed academic cooperation with UIN affiliated universities in Indonesia.
KMUTT, Ratchaburi signed a memorandum of understanding on academic cooperation. Study of guidelines for managing waste materials from industry and agriculture in Ratchaburi Province.
KMUTT signed a memorandum of understanding between CEA and 12 Thai universities. In the project to develop the creative ecosystem to develop virtual worlds (CEA Virtual Production Lab) and develop skills for students and related personnel.
KMUTT welcomes a delegation from United Nations Volunteers to discuss future cooperation.
KMUTT Welcomes University of Toyama President for Research Collaboration on Sustainable Aluminum Manufacturing and MoU Signing

17.3 PUBLICATION OF SDG REPORTS

1. KMUTT Publication of SDG reports

KMUTT Sustainable Report 2022 (English Version) available on this

link: https://kmutt.me/SustainabilityReport2022

KMUTT Sustainability Report 2021 (English Version) available on this

link: http://online.anyflip.com/slpro/ssod/mobile/index.html

KMUTT Sustainability Report 2020 (English Version) available on this

link: https://online.anyflip.com/slpro/tnda/mobile/index.html

KMUTT Sustainability Report 2019 (English Version) available on this

link: https://online.anyflip.com/slpro/pbhx/mobile/

KMUTT Sustainability Report 2018 (English Version) available on this

link: http://online.anyflip.com/slpro/ukzu/mobile/

Sustainability at KMUTT EBOOK available on this

link: http://anyflip.com/bookcase/tesix

17.4 EDUCATION FOR THE SDGS

1. Education for SDGs commitment to meaningful education Have a commitment to meaningful education around the SDGs across the university, relevant and applicable to all students

KMUTT applies a principle of Outcome-Based Education (OBE) for teaching in an effective way that enables students to achieve the intended learning outcomes. OBE is a learner-centered learning philosophy that focuses on measuring student’s performance. Therefore, what matters most in OBE is “what is learnt” rather than “what is taught”. In addition, KMUTT also provides General Education course (GEN Ed) parallel with core curriculum contributing to knowledge in scientific research methodology and design process for creating innovative projects. Students will be engaged in the learning process through activities and several fieldtrips. They will also learn and understand problems encountered in community to become a “social change agent”.

Number of courses and modules related to environment and sustainability offered at KMUTT in 2025 = 2,888 courses from 3,958 courses (72.97%).

Course title		Note
AME241	INTRODUCTION TO AUTOMOTIVE ENGINEERING	Engine principle and components. Engine repair. Engine performance. Automatic transmission or transaxle. Manual drive train and axles. Suspension and steering. Brakes. Electrical/electronic systems. Air conditioning.
AME261	AUTOMOTIVE ENGINEERING APPLICATION EXERCISE I	Introduction to Automotive Engineering, Application of knowledge to solve basic automotive engineering problems, Manufacturing and testing of basic automotive parts.
AME341	MECHANICS OF VEHICLES	Dynamic modeling of vehicles and tire mechanics. Suspension kinematics. Vehicle stability. Vehicle structural design criteria. Vehicle vibrations and ride criteria, design considerations for vehicles.
AME342	VEHICLE SYSTEM DESIGN	Vehicle Body and Aesthetic Design, Vehicle Interior Design, Preliminary Design and Vehicle Layout, Suspension Systems, Electronics and Powertrains, Structural Strength, Safety and Comfort of Vehicle.
AME361	AUTOMOTIVE ENGINEERING LABORATORY I	Laboratory experiments in energy engineering measurement techniques. Analysis of measurement data. Engineering report writing.
AME362	AUTOMOTIVE ENGINEERING LABORATORY II	Mechanical measurements, uncertainty analysis, material testing (mechanical properties, physical properties, microstructure). Laboratories related to fluid and heat transfer.
AME363	AUTOMOTIVE ENGINEERING APPLICATION EXERCISE II	Application of knowledge to solve more complex automotive engineering problems. Manufacturing, testing and analysis of automotive parts.
AME411	FINITE ELEMENT ANALYSIS FOR AUTOMOTIVE ENGINEERING	Fundamental concept of FEM using commercial software. Preprocessing. Boundary conditions of constraint and loading. Postprocessing. Evaluating FE results. Definitions and theory of dynamics. Modal analysis. Harmonic response analysis. Transient response analysis. Sample benchmark of structural and thermal analysis.
AME413	AUTOMOTIVE STRUCTURAL DESIGN	Review of solid mechanics and engineering materials, Theory of failure, Type of automotive structures, Design for bending and torsion, Impact attenuation, Computer aided analysis of structures, Crash analysis, Structural design regulations, Structure design examples.
AME441	HYBRID AND ELECTRIC VEHICLE	Powertrain design for hybrid & electric vehicle, Hybrid powertrain system, Engine for hybrid system, Plug-in hybrid electric vehicle, Traction motor, Battery and energy storage, Fuel cell electric vehicle, Charging and infrastructure.
AME461	CAPSTONE DESIGN PROJECT I	Design of complete automotive engineering.
AME462	CAPSTONE DESIGN PROJECT II	Individual or group study of a project in automotive engineering under close supervision of senior staff.
AME463	ENGINEERING ANALYSIS AND PROBLEM SOLVING IN INDUSTRIAL	Work integrated learning in industrial, Problem solving skill, A priority for problem solving, Problem analysis and problem solving relative to engineering knowledge and experience, Experiment and quality check of solving method
AME471	SPECIAL TOPICS I : NUMERICAL METHODS AND OPTIMIZATION: THEORY AND PRACTICE FOR ENGINEERS	Root of Equations, Systems of Linear Algebraic Equations, Least-Squares Regression, Numerical Differentiation and Integration, Ordinary Differential Equations, Finite Difference Methods, Unconstrained Optimization, Constrained Optimization, Topology Optimization
AME471	SPECIAL TOPICS I : FUNDAMENTALS AND APPLICATIONS OF GASEOUS FUEL COMBUSTION	Fundamentals of gaseous fuel combustion, Ignition, Flame, Flame stability, Gaseous fuel combustion technology and applications, Gaseous fuel combustion characteristic and flame analysis, Emission of gaseous fuel combustion, Technology of emission measurement and analysis, Gaseous burner technology
AME471	SPECIAL TOPICS I : ELECTROCHEMICAL ENERGY STORAGE AND CONVERSION SYSTEM	Basic electroanalytical techniques. Modeling electroanalytical techniques. Electric double layer capacitors. Pseudocap acitors, Polymer electrolyte fuel cells. Redox flow batteries. Li-ion batteries. Solid-state batteries. Future battery technology such as semi-solid flow batteries, Na-ion batteries, Li-O2 batteries, and Li-S batteries. Numerical models for designing electrochemical energy devices
AME471	SPECIAL TOPICS I : MOTION CONTROL SYSTEM	Feedback Control system, Observer, Disturbance Observer, Observability, Controllability, Controller design by pole placement and linear quadratic regulator, Trajectory tracking control system and obstacle avoidance control system for autonomous vehicle Simulation of vehicle using control system by MATLAB/Simulink.
AME472	SPECIAL TOPICS II : AERODYNAMICS	Fundamental Concepts. The Equations of Motion of Fluids. The Incompressible Flow Model. Vorticity Dynamics in Incompressible Flows. Incompressible Boundary Layers. Fluid Dynamics Loads on Bodies in Incompressible Flows. Airfoils in Incompressible Flows. Finite Wings in Incompressible Flows. An Outline of Bluff-Body Aerodynamics.
AME472	SPECIAL TOPICS II : MACHINE LEARNING, OPTIMISATION, AND DATA SCIENCE FOR AUTOMOTIVE ENGINEERING	Introduction and fundamental of Optimisation, Regression methods from machine learning, Regression methods from machine learning, Regression methods and physics-based modelling, Dimensionality reduction, Reinforcement learning and digital twinning.
AME601	FUNDAMENTAL OF AUTOMOTIVE AND ADVANCED TRANSPORTATION ENGINEERING	Introduction to automotive engineering systems and ground vehicle design: Engine type and parts; Power train; Body and chassis; Automotive electrical system; Transmission systems; Suspension systems; Steering systems; Tire and wheel; Handling; Maintenance, troubleshooting and repairs; and Alternative fuel engine. Automotive industry standard software for examining various design parameters influencing vehicle performance and handling.
AME602	BASIC OF AUTOMOTIVE AND ADVANCED TRANSPORTATION DESIGN	Basics of Computer Aided Design (CAD): Overview of CAD; Theory of curved line and curved surface; Theory of mesh generation; and theory of reverse engineering. Basic of Computer Aided Engineering (CAE): Overview of CAE; Technology for analysis; Finite Element Method; Boundary Element Method; Optimization analysis; and Application examples. CAE model: Generation of CAE model from CAD; Generation of CAE model from measured data; Generation of CAE model from experiments; and Identification of CAE model.
AME603	PRACTICE OF AUTOMOTIVE AND ADVANCED TRANSPORTATION DESIGN	Design of SAE-Formula Car: Planning of vehicle, Harmonization of performance and components; Concept of frame structures; Analysis of strength and stiffness with CAD/CAE. Analysis of SAE-formula car: Tuning of engine performance and gear ratio; Braking effort and brake-lock; Performance of circling movements and maneuverability. Assembly and disassembly of engine and beam model: Disassembly of engine and measurement of components; Assembly of engine; Assembly of miniature beam model for frame structure; and Measurement of beam model. Design of battery system and electric motor for drivetrain system in electric vehicle and rail transportation system.
AME611	AUTOMOTIVE STRUCTURAL SYSTEM ENGINEERING	Overview on vehicle and rail transportation system research and development: Vehicle planning and design; Process from advanced research to marketing; Past and the future prospect. Vehicle and electric train components: Propulsion; Engine; Body; and Suspension. Vehicle and electric train characteristics: Performance of man-machine-environment system; Active safety and passive safety. Suspension and drive-train systems: Suspension system; Steering system; Tire and its interaction with road surface; Braking system; Friction and tribology; Drive-train; Stability and maneuverability analysis; and Advanced control system. Mechanics of thin-walled structures for automobiles and electric train: Concept of stiffness and strength for automotive and electric train structures; Fundamentals of solid mechanics; Deformations of tension; Compression and torsion; Measurement of structural deformation; Theory of thin plates; Theory of monocoque structures; Theory of structural collision and concept of impact energy absorption.
AME622	ADVANCED INTERNAL COMBUSTION ENGINE ENGINEERING AND FUTURE POWERTRAIN	Flow and combustion diagnostics in IC engines: Flow diagnostics in IC engines; and Combustion diagnostics in IC engines. Zero emission technologies: Production and control of NOx; Production and control of particulate matters; and Advanced zero emission technologies. Future power train for sustainable community: Energy consumption and environmental protection; Future energy systems for sustainability; Present status and future prospect of sustainable mobility; Battery electrical vehicle and; Hybrid vehicle; Fuel cell vehicle; and Rail transport application.
AME632	AUTOMOTIVE COMFORT MECHANICS ENGINEERING	Electronics and control engineering: Introduction of electronics and control in automobiles and rail transportation system; Electric control of engines and transmission; Electronics in operation monitoring; Electric control in braking systems; and Electric control systems for automotive and electric train mobility and safety. Aerodynamics and air conditioning: Fundamentals of fluid-dynamics; Computational fluid dynamics (CFD); Aerodynamics in vehicles and bogies; Thermodynamics in air-conditioners and air-conditioning systems in vehicles and electric train. Vibration and noise engineering: Introduction of automotive and railway electric train vibration and noise problems;
AME641	ADVANCED PRODUCTION ENGINEERING	Fundamentals of production technology: Production processes for automotive engineering; Integrated and intelligent manufacturing system; Structure and function of machine tools; Computer numerical control (CNC) of machine tools; and Practical training of CAD/CAM and CNC machine tools. Welding and joining technologies: Physics and basic engineering in welding and joining; Welding and joining processes; Equipments for welding and joining; Behavior of materials in welding and joining;
AME643	ADVANCED MATERIAL SCIENCE AND ENGINEERING	The fundamental thermodynamic laws for materials science: Materials behave under various circumstances. Non-equilibrium phenomena like phase transformation and solidification: Atomic diffusion; Diffusion less phenomena. Physical metallurgy: Structures and morphology, Thermal properties, Corrosion resistance, Electrical and Magnetic properties.Fracture mechanics: Controlling fatigue and fracture of crystalline and amorphous solids. The study electron optics: Scanning Electron Microscope (SEM) and Transmission Electron Microscope (TEM). Computational methods: Phenomena in Materials science.
AME672	NUMERICAL METHODS FOR ENGINEERING	Programming concepts and techniques. Modern programming languages and computational tools for engineering problems. Numerical methods as applied to practical engineering problems. Introduction to finite element methods.
AME682	SEMINAR IN AUTOMOTIVE AND ADVANCE TRANSPORTATION ENGINEERING TOPICS	A seminar in which the students must study in automotive engineering topics related to automotive and advanced transportation engineering and make a presentation and discussion.
AME691	THESIS	The course provides an opportunity for a student to do research under the supervision of his/her advisor. Research topics must relevant to the field of automotive and advanced transportation engineering. The student should complete his or her thesis within one year.
APE100	COMPUTER PROGRAMMING FOR ENGINEERS	Introduction to computer system. Computer concepts. Computer component. Hardware and software interaction. EDP concepts. Program design and development methodology. High-level language programming. Application in engineering problems. Practice : design and test program to solve problems related to the topics mentioned in lectures.
APE111	MANUFACTURING PROCESSES	Basic hand tools. Measuring devices. Layout. Basic machine tools. Turning. Milling. Shaping. Drilling. Threading. Grinding. Machining process parameters. Machining time and costs. Cutting tool materials. Cutting tool geometry. Coolant and lubricant used in machining processes. Gear and gear cutting. Gear measurement. Welding processes. Shield metal arc welding, gas metal arc welding. Flux cored arc welding, gas tungsten arc welding, submerged arc welding. Resistance welding, solid state welding. Soldering. Brazing. Thermal cutting processes. Fundamental of sheet metal operation. Bending operation, drawing, other sheet metal forming operation such as coining, embossing and lancing.
APE112	MATERIAL ENGINEERING	Atomic structure. Atomic bonding. Crystal structure. Microstructure. Mechanical properties. Chemical properties. Thermal properties. Phase diagram. Electrical properties. Magnetic properties. Optical properties. Production process of autopart products using engineering materials. Design and materials selection process. Engineering meterials family : metal and metal alloys, polymer materials, asphalt, wood, ceramic, and concrete.
APE121	ENGINEERING DRAWING	Lettering; orthographic projection; orthographic drawing and pictorial drawings, dimensioning and tolerancing; sections, auxiliary views and development; freehand sketches, detail and assembly drawings; basic computeraided drawing.
APE122	CUTTING AND MACHINE TOOLS	Mechanics of metal cutting; tool materials, tool wear, tool life and machinability. Suitable cutting tool selection. Surface quality and dimension control. Use of machine tools, hand tool, and measurement tools. Production planning. Safety in machine tool shop.
APE200	INDUSTRIAL TRAINING I	Practical training in industry not less than 6 weeks in summer courses. At the end of this period, every undergraduate must submit the practical report. The skill level based Industrial and mechanical technician. In order to consider a student pass this course, student evaluation is made based on the practical report submitted and also relies on the evaluations: one made by the advisor and the other made by the industrial supervisor.
APE211	ENGINEERING MATERIAL LABORATORY	Preparation of metallographic specimens. Analysis to microstructure of steels, cast iron and nonferrous metal. Heat treatment of steels. Mechanical properties testing of materials such as tensile strength test, impact and hardness test. Physical properties of polymer such as viscosity.
APE223	METROLOGY	Principle of measurement. Tolerance in measurement, Utilizing of measurement tools: Linear, angular, surface, fit, gear, thread and form. Caribration of measurement tools. Selection of measurement tools in industry 4.0. Practical exercises in some of the topics above.
APE231	THERMODYNAMICS	First law of thermodynamics. second law of thermodynamics and Carnot cycle; energy. Entropy. basic heat transfer and energy conversion. application for automotive parts manufacturing.
APE241	MODERN AUTOMOTIVE AND AEROSPACE PARTS MANUFACTURING	Modern materials for automotive and aerospace, standards and testing, automotive and aerospace parts forming and manufacturing processes, Automotive : outer and inner parts for body in white and components, engine and power transmission, electric motor, battery, body interiors and safety equipment, Aerospace : type and standards, air frame and engine parts, body interiors and safety equipment
APE282	AEROSPACE MANUFACTURING TECHNOLOGY	Historical evolution of aerospace vehicles, fundamentals of building an aircraft and manufacturing principle, cost and processes of aircraft metal and composites products, structural and operating system special processes for components manufacturing, additive manufacturing, high energy forming, tube forming, welding technology, riveting technology, painting process, structural assembly and fixture, measurement and inspection methods, plant layout and materials handling, industrial safety and ecology
APE300	INDUSTRIAL TRAINING II	Cooperative Education in industry not less than 6 weeks in summer courses. Undergraduate student must spend full time in industry to perform any task like a temporary employee. At the end of this period, every undergraduate must submit the academic report and must present the outcome to the faculties in the academic field. In order to consider a student pass this course, student evaluation is made based on the academic report submitted and also relies on the evaluations: one made by the advisor and the other made by the industrial supervisor.
APE321	MACHINE TOOLS	Types of machine tools and their applications i.e. machine tools for casting, metal forming, material removal processes and specialized machine tools for other specific tasks, structure of machine tools, machine drives and transmission units, linear and rotary guides and bearings, machine tools setup, machine tools control systems i.e. CNC, PLC, practice in CNC machine operations.
APE323	TOOL ENGINEERING	Tolerances in Manufacturing. Mechanical devices to support for manufacturing to desired position, including fixed position and moving in desired pathway. locating and work holding methods, calculations of clamping force. Design of work holding devices e.g. screws, cams, wedge, toggles. Jig and fixture : function, type, design of jig and fixture for cutting, inspection, assembling and welding or handling equipment. Tooling economics.
APE324	FORMING PROCESS	Material properties for metal forming and plastic forming; sheet metal forming; bulk forming; fundamental of metal forming processes; forging, rolling, extrusion, drawing; powder metallurgy, polymer, ceramic and plastic injection processes; factors and tools involving metal forming and plastic injection processes.
APE351	MODERN INDUSTRIAL AUTOMATION LABORATORY	Laboratory exercises and practices in automation and IOT, The material includes, understanding of industrial control, automatic control and system components, circuit design, PLC programming, robots control, machine vision, machine interface and communications,.
APE352	MODERN INDUSTRIAL AUTOMATION	Introduction to automation, industrial control systems, sensors, pneumatics, hydraulics and electric actuators, control circuits, programmable logic controllers, transfer devices and feeders, robotics, automated guide vehicle, machine to machine interface and communications, IOT, machine vision, applications for automotive and aerospace industry.
APE383	AUTOMOTIVE AND AERONAUTICAL PRODUCTS QUALITY MANAGEMENT SYSTEMS	Introduction to standardization of quality management systems, AS/EN/ISO 9100 standards characteristics, IATF-16949, NADCAP and accreditation based on specific processes, context of the organization, leadership, planning, support, operations, performance evaluation, improvement, processes of standards certification.
APE401	COOPERATIVE EDUCATION	Undergraduate student must spend onesemester period in industry to perform any task like a temporary employee. At the end of this period, every undergraduate must submit the academic report and must present the outcome to the faculties in the academic field. In order to consider a student pass this course, student evaluation is made based on the academic report submitted and also relies on the evaluations: one made by the cooperativeeducation advisor and the other made by the industrial supervisor.
APE443	OPERATION MANAGEMENT IN AUTOMOTIVE AND AEROSPACE INDUSTRY	Brief of historical and strategies for automotive and aerospace industries, production resource management from project to product, production equipment efficiency evaluation, work analysis, labor productivity evaluation criteria, manufacturing system management, resource allocation, maintenance criteria, logistics and supply chain basics, global purchasing operations, quality management, continuous improvement, value creation and final evaluation, Lean and continuous improvement.
APE447	MECHANICAL AND PRODUCTION ENGINEERING LABORATORY	Laboratory practices includes, Mechanical engineering : fluid flow measurement, thermal conductivity, fatigue testing, Industrial engineering : layout planning, industrials safety, work study, quality control, metal Cutting and force measurement, tool wear and tool life.
APE462	INDUSTRIAL PROBLEM SOLVING	Define the problem, define fault characteristics, construct a concept sheet, develop plan of attack, collect relevant data, generate clues, choose and use analysis tools, use innovative analysis tools, establish consistent work, reviews and certification.
APE463	CONTINUOUS PRODUCTION IMPROVEMENT	Evolutionary framework for manufacturing, introduction to continuum improvement, QC circle,, TOYOTA production system (TPS), push and pull system, justintime system, kumban system, 5S, kaizen costing, waste management such as the three Ms, golden rules of TPS, cost management for profitability, value engineering, value analysis, execution process.
APE471	ENGINEERING PROJECT STUDY	Topics, problem or research led by a cooperative study to study, analyze, plan and design an engineering project by cooperation with advisors for the manufacture of automotive components.
APE472	ENGINEERING PROJECT	Completion of work or study of the project approved in APE 471
ARC111	DESIGN DRAWING AND SKETCH	This course provides students with the fundamental skills and techniques to effectively communicate architectural ideas through drawings and sketches. Students will explore various drawing mediums and tools while developing their understanding of scale, proportion, and spatial relationships. The course covers technical drafting techniques, including orthographic projection, metric drawings, perspective, shading, and composition. Additionally, they will be introduced to freehand sketching and rendering, enabling them to express architectural designs with appropriate textures and materials.
ARC112	DIGITAL DESIGN	This course aims to equip students with knowledge and proficiencies on digital tools requires to explore design and architectural concepts and develop techniques to present their work professionally and efficiently. Students will learn practical basics of 2D and 3D tools for making drawing and modelling work with introduction to parametric design and methodology of contemporary computational design approaches and develop skills in producing prototypes.
ARC115	DESIGN SKETCH	Varying approaches to freehand drawing are offered to enhance awareness of the world and gain visual confidence. The course includes exercises in still life, figure drawing, and perspective sketching to expose the students to various ways of seeing. Students learn to draw form, objects, and objects in space. The courseexplores positive and negative space, edges and contours, and the effects of light and shadow. Proportion, details observation, awareness of space and surrounding, creative problem solving will also be exercised. Media used includes: pencil, pen and ink, charcoal, crayon, pastels and colored pencil.
ARC116	DESIGN DRAWING	This course introduces the use of drafting tools, measurement and scale, and typography and lettering. The skills and knowledge include projection drawings: plan, elevation, section, oblique, axonometric, isometric,external view of one and two point perspectives, internal view of one and two point perspectives, and shade and shadow construction of orthographical projected drawing and perspectives. Above drawings projection can be used for research, analysis and representation.
ARC117	DESIGN FUNDAMENTALS I	This course introduces the practical relevance of a set of nine design principles Proportion;Asymmetry; Figure & Ground; Transformation; Chance; Dot/Line/Plane; Module; Idea/Concept/Reflexivity through structured day-length exercises in combinations of drawing, two-dimensions and three-dimensions. This class emphasizes on skills development, conceptual understanding and good working practice. The assessment is done via brief presen-tations and teacher advice.
ARC118	DESIGN FUNDAMENTALS II	This course introduces visual thinking methodology: Idea/s Development Concept Outcome/Evaluation, via speculative visual thinking practical assignments involving variable combinations of two dimensions and three dimensions. This class emphasizes on ideas generation, creative thinking, critical evaluation, skills transference, and development across a range of situations. Assignment work is a discussion and evaluation via presentations and critical forum.
ARC123	HISTORY OF ART AND DESIGN	This course introduces art historical chronology from early civilizations through to contemporary period in relation to theoretical relevance of nine key principles of design; Proportion; Asymmetry; Figure & Ground; Trans-formation; Chance; Dot/Line/Plane; Module; Idea/Concept/ Reflexivity. Material impartes through combination of lectures, documentary films and illustrated presentations. The written assignments should illustrate combination of researched art history and individual observation of design principles in relation to local environment.
ARC125	HISTORY OF ARCHITECTURE	Students learn to conceptualize architecture: definitions and ways in which it emerges; To think systematically about the three basic architectural components and their dynamic based on case studies of historic buildings; To analysis multi-dimensional relationships between architecture and other sciences, technology and influential factors. Scope of content knowledge is limited to western architecture in western Europe and North America.
ARC141	ARCHITECTURAL DESIGN I	The Fundamental Architectural Design course provides a comprehensive introduction to the principles and practices of architectural design. Building on the visual thinking approaches from Design Fundamentals ARC 117; this course aims to equip students with the necessary skills and knowledge to excel in architecture.Students will explore materials, space, and construction throughout the course, developing a solid foundation in architectural design fundamentals. Emphasizing the relationship between architecture and human scale, students will understand how to create spaces that enhance human interactions and experiences in two-dimensional and three-dimensional contexts. A series of carefully designed projects will serve as vehicles for students to engage in conceptual explorations and apply their ideas through practical means. In addition, students will acquire hands-on experience in translating their concepts into tangible architectural designs using analog and digital tools.
ARC161	BUILDING MATERIALS AND CONSTRUCTION TECHNOLOGY I	This course introduces principal construction materials such as wood and masonry and their properties, i.e. physical characteristics, qualifications and proper applications for building construction. Wood substituted materials will also be introduced in the course. The course focuses on the principles of construction for wood and masonry for small to medium scale buildings. All building components: foundations, column, floor, wall, stairs, and roof will be covered through lectures, drafting projects, and field trips. Basic skills and technical drawing techniques, and conventional symbols of the materials will also be covered to develop the professional skills of students.
ARC226	HISTORY OF ARCHITECTURE AND INTERIOR ARCHITECTURE II	This course introduces to a relationship between architecture and interior architecture, and ideology in South – East – and Southeast Asia, ranging from prehistoric to pre-colonisation period. To study two most influential cultures: India and China. Korea and Japan. Mon and Pagan. Srivijaya Kingdom. Ancient Khmer. Lao and Siam. Focus of analysis is on pattern of interior space, furniture and decoration, form and structure, and site planning. Evolution of Buddhist stupas in Southeast Asia that cohere with variation of Thai traditional religious architecture.
ARC226	HISTORY OF THAI ARCHITECTURE IN SOUTHEAST ASIAN CONTEXT	Students learn to conceptualize the relationships between Thai historic architecture and the influences of Indo-chinese ideology and also other cultures in Southeast Asia; to analyze architectural expressions and forms which reflect common culture, religious beliefs, tropical environments, and ways of living in Southeast Asia. Scope of content knowledge revolves around historic architecture that exist in Thailand since prehistoric to 2475 BE.
ARC231	THEORY OF ARCHITECTURE AND INTERIOR ARCHITECTURE	Architectural Theory can be a method, an explanation, a poetic suggestion, an elucidation; it might provide the answers to definable problems, or make connections which enrich the understanding of the background from which architecture draws. A comparative study of Architectural theories and discourses along with their implementations from classic to contemporary architecture. Topics include scale and proportion, form and space, perspective, spatial perception, space and time, avant-garde, and utopia.
ARC241	ARCHITECTURAL DESIGN I	This course introduces students to the understanding of architectural design and its basic relationship between space and materialization/fabrication. Students practice their understanding to create and explore spatial configurations and develop design strategies and application methods into particularities of context and specific needs of users. Various media are applied to negotiate between the collective project and the interests of individuals, building on living structures. Various issues relevant to the projects are incorporated into studio lecture.
ARC242	ARCHITECTURAL DESIGN II	Continuation of ARC 241 with greater level of complexity/sensitivity and focus on specific conditions and the development of working procedures which represent students ideas in regard of internal and external factors, such as socio cultural aspects, human and activities, space and form, site and context. Students learn methods of design thinking and communicating, and integrate knowledge of building materials, structure in the design process and respond to environmental conditions and site planning.
ARC243	ARCHITECTURAL DESIGN III	Architecture design emphasizing on extra-large public building or high-rise building. Students learn a systematic approach how to develop a comprehensive project, starting from precedent analysis, site and contextual analysis, user and stakeholder analysis, programing, building codes. Relevant information is integrated to develop an architectural concept leading to spatial organization (site plan, building form, floor plan and circulation) structural concept, exterior envelope, materials and construction details.
ARC261	BUILDING MATERIALS AND CONSTRUCTION TECHNOLOGY I	This course introduces principal construction materials such as wood and masonry and their properties, i.e. physical characteristics, qualifications and proper applications for building construction. Wood substituted materials will also be introduced in the course. The course focuses on the principles of construction for wood and masonry for small to medium scale buildings. All building components: foundations, column, floor, wall, stairs, and roof will be covered through lectures, drafting projects, and field trips. Basic skills and technical drawing techniques, and conventional symbols of the materials will also be covered to develop the professional skills of students.
ARC262	BUILDING MATERIALS AND CONSTRUCTION TECHNOLOGY II	This course is a continuation of Building Materials and Construction Technology I. The course introduces another set of principal construction materials such as concrete and steel and their properties, i.e., physical characteristics, qualifications and proper applications for building construction. Basic application of construction materials focuses on materials commonly used for non-structural, building envelope and insulations that will be covered through lectures and field trips. Small-scale construction techniques and building accessories will also be introduced in the course. The course also focuses on basic building system and appropriate use in buildings with different scales.
ARC263	BUILDING MATERIALS AND CONSTRUCTION TECHNOLOGY III	Advanced construction technology, material focuses on non-structural building envelope and large scale building safety. Design principle that concerns seismic resistance will be covered in order to equip students with the basic knowledge of minimizing danger to building users and building damage. Students will learn and practice the basic skills of construction drawing of steel structure and basic detailing. In addition to basic modeling, BIM is also used in quantity take-off and scheduling processes.
ARC271	STRUCTURAL DESIGN I	An introductory study of the property of non-metallic and metallic materials such as stone, glass, fiberglass, plastic, timber and cellular: iron, steel, and also composite materials. Examples are drawn from architecture and industrial products. This course discusses: properties of the materials that results in their strengths: behaviors of the materials under forces such as elasticity and stiffness, deformation, cracks and dislocation, buckling of structural members: responses of the materials to their environments that are temperature and moisture. Another main focus is on basic properties, mechanical properties, and behavior of structural materials; wood, masonry, concrete, and steel. Basic structural analysis implemented in architecture is also discussed in the course.
ARC272	STRUCTURAL DESIGN II	The emphasis of this course is on engineering qualities of building components that are foundation, column, floor, wall, and roof. Each component is considered according to nature of materials from which they were made. Students learn: a variety of construction methods by which the building components can be built: construction detailing: appraisals of the components in terms of engineering, functional performance, aesthetic: constructions. It discusses: advantages and disadvantages of the building components that are built from different materials. Examples are drawn from either existing buildings or studentsdesign projects.
ARC281	ENVIRONMENTAL TECHNOLOGY I: COMFORT FACTORS AND THERMAL DESIGN	Concept of Carbon footprint and importance of sustainable design are introduced. The main focus is on Comfort Factors and Thermal Control. Psychometric Chart is used as a tool. Heat Gain Factors include internal and external, as well as solar geometry, sun-earth relationship and solar impact on buildings. Concepts of Passive and Active design include orientation and site design fundamentals, zoning and layout strategies, effects from landscape and surroundings, shading design and effect of natural ventilation. Thermal performances of building component are introduced such as Heat Transfer modes, K, U value, SC, SHGC, OTTV and RTTV
ARC282	ENVIRONMENTAL TECHNOLOGY II: ARCHITECTURAL LIGHTING AND ACOUSTICS	This course introduces students to the basic physical principles, design implications and performance of environmental design focusing on the behavior of light and sound within and around buildings. The study covers relevant aspects of artificial light, daylight and acoustics that affect the psychological and physiological experience of buildings, performance metrics, and design strategies to equip students with the ability to design and modify the building fabric to enhance the environmental performance of designed spaces. The lighting study also includes lighting systems, lighting efficiency, lighting for a variety of building types, and different constraints of lighting concerning atmosphere and visibility. Energy management for lighting in buildings with reference to users requirements, electrical circuit, equipment and health and safety issue. The second part of the course studies acoustics and architecture. It includes a study of nature of sound, sound quality and the influence of sound on architectural design: Noise control and protection for interior space and open-air environment, propagation of sound, noise reflection and absorption, applications of the knowledge on architectural design.
ARC329	ANALYSIS OF CONTEMPORARY ARCHITECTURE	Study of development in all aspects involving in the emergence of contemporary architecture systematically. Analyze and collect all findings using different types of media such as drawings, media such as drawing, models or digital media. In each semester, architecture of a countries is selected to be working models.
ARC343	ARCHITECTURAL DESIGN III	Development of architectural projects emphasizing on multi-storey residential building as well as medium scale public building. Students learn how to develop a comprehensive architectural project, starting from a design concept to site planning, organization of floor plan and circulation, articulation of faade, selection of materials and construction details. Various issues relevant to the projects are incorporated into studio lecture i.e.
ARC344	ARCHITECTURAL DESIGN IV	Continuation of ARC343 with greater level of complexity/sensitivity of programmatic and site criteria. Students learn how to develop the design for various building types that requires technical and/or operational specifications. Students learn how to develop a design concept from a specific set of information, unfold it into a comprehensive design that could be implemented; how to justify the design concept by site planning, organization of program and circulation, appearance of building, application of structure, building systems, material selection as well as construction details; how to assess the impact that the design could have on the users and environments.
ARC345	ARCHITECTURAL DESIGN V	The studio design course offers students an immersive learning experience exploring diverse design directions. Through medium-scale projects, students engage with the complexities of architectural design, integrating a range of factors such as design process, tectonic formation, material construction, structural design, sustainable design, history and theory, regional and global contexts, social and cultural aspects, and urban considerations. Emphasis is on integrating relevant factors into architectural design, utilizing computer-aided software and hands-on methods/techniques.
ARC352	URBAN PLANNING	Explaining various definitions and aspects of urbanism or city and planning. Theories and ideas about urban planning profession. Theories and ideas about urban design profession. Formations of European and North American cities. Analyzing historical and cultural contexts of cities in Thailand. Comparing Thai metropolises with those in western sphere. Practice of creating and implementing city planning and policies such as land use planning transportation planning, and open space planning. Management of urban facilities and utilities such as drainage system, waste water treatment, street lighting, road, and public transportation. Introduction to community development and participation process in planning. With reference to case studies of Urban Planning.
ARC353	CREATIVE COMMUNITY AND CITY	An introduction to new terms of global competition which revolve around a nations (communitys) ability to mobilize, attract, and retain human talent by building creative community and city. Case studies of contemporary solutions to critical issues of crime, health, traffic, environmental degradation, and economic vitality around the world are reviewed. Relationship of Architecture as well as urban space design and creative urban development is suggested.
ARC354	SITE PLANNING AND LANDSCAPE ARCHITECTURE	Definition of Site Planning and its application in the architecture. Definition of Urban planning and Landscape Architecture. Fundamental knowledge of Site Planning. Gathering site factors. Conducting process of site planning. Linking knowledge of architecture, civil engineering, landscape architecture, and city planning. Analyzing of various physical & natural aspects of site such as climate, landform and topography. Determining slope analysis. Assisting the formation of proper architectural program. Linking the design of architecture and interior space to outdoor atmosphere at basic level. Integrating definitions of landscape architecture and methodology to understand open space atmosphere. Basic knowledge of plant materials and their physical aspects for designing landscape architecture.
ARC363	BUILDING MATERIALS AND CONSTRUCTION TECHNOLOGY III	Advanced construction technology, material focuses on non-structural building envelope and large scale building safety. Design principle that concerns seismic resistance will be covered in order to equip students with the basic knowledge of minimizing danger to building users and building damage. Students will learn and practice the basic skills of construction drawing of steel structure and basic detailing with the introduction of 3D construction methods in the current construction process, i.e. REVIT, BIM, etc.
ARC373	STRUCTURAL DESIGN III	The emphasis of this course is on engineering qualities of building components are considered according to nature of materials from which they were made. Students learn: a variety of construction methods by which the building components can be built: construction detailing: appraisals of the components in terms of engineering, functional performance, aesthetics: constructions and details design. This course includes building components built for large scale and high-rise buildings. It discusses: advantages and disadvantage of the building components: preparation for fighting fire hazard. Examples are drawn from either existing buildings or stu-dents design projects
ARC382	ENVIRONMENTAL TECHNOLOGY II: ARCHITECTURAL LIGHTING AND ACOUSTICS	This course introduces students to the basic physical principles, design implications and performance of environmental design focusing on the behavior of light and sound within and around buildings. Study covers relevant aspects of artificial light, daylight and acoustics that affect the psychological and physiological experience of buildings, performance metrics, and design strategies to equip students with the ability to design and modify the building fabric to enhance the environmental performance of designed spaces. The lighting study also includes lighting systems; lighting efficiency; lighting for a variety of building types; different constraints of lighting concerning atmosphere and visibility. Energy management for lighting in buildings with reference to users equirements, electrical circuit, equipments and health and safety issue.
ARC383	ENVIRONMENTAL TECHNOLOGY III: BUILDING SERVICE SYSTEMS	The main focus is on building service systems: fundamentals of building sanitation, building plumbing, building illumination, fundamental of electrical systems in building, circulation, communication, air-conditioning system: principles, types, components, efficiency, and energy consumption, ventilation control, health and safety issues, intelligent building systems. It also explores different methods of assembling and de-tailing in the integration of such systems. Along with a look at the various system types and equipment, the class also emphasizes energy usage and savings for buildings.
ARC394	PROFESSIONAL PRACTICE	This course is designed to provide learners with a comprehensive understanding of the principles, processes, and ethical considerations involved in the practice of architecture. It aims to equip aspiring architects with the knowledge and skills necessary to navigate the complexities of the architectural profession and successfully engage in professional practice. Throughout the course, learners will delve into various topics, including legal and regulatory frameworks, project management, contracts and agreements, ethical responsibilities, and business development.
ARC432	COMPUTATIONAL DESIGN AND DIGITAL FABRICATION	The course aims to introduce the concepts and the applications of computation in architecture and design and providing the basic skills to build and control parametric models, analysis tools and provide in-troduction the basic machine operation of the fabrication tools such as laser cutter, CNC and rapid prototyping and how it may relate to the contemporary architectural discourses in form of design tools and interactive presentations.
ARC436	ARCHITECTURAL CONSERVATION: AN INTRODUCTION	An introduction to the concepts of conservation and their applications on ways in which peoples manage their built environments. Examples are drawn from Europe and Thailand. This course comprises three sections. The first of which is concerned with the development of rationales behind conservation practices in Europe and other regions around the world: the essence of the international conservation charters (UNESCO) and their weaknesses. The second section introduces students to conservation process including documentation and techniques used in building conservation. The last section discusses the idea of area conservation and the subsequent controversy over decision to conserve. The study is conducted with lectures, group discussions, and individual case study.
ARC445	ARCHITECTURAL DESIGN V	Advanced studios are based on students individual interest on exploring diverse design directions from small scale up to a large scale projects with great complexity and integration of various factors related to architectural design, such as: Design Process and Tectonic formation, Material Constructions and Structural Design, Environmental Technology, Energy-efficiency and Conservation, Digital Media and Technology, His-tory & Theory, Regional and global Social, Culture & Urban Community as well as Social Humanities. Students have to show a high level of understanding in the process of integrating technology with architectural design. Essential figures have to be shown using computer aided software together with hand calculation where necessary. Students are required to take care of different realms they experienced in previous design studios: design fundamentals, functions and construction, and architectural concepts. Computer becomes a natural tool involving in every design process. High level of communication skills is expected to present the transformation from a virtual realm into a physical reality. Various issues relevant to the projects are incorporated into studio lecture.
ARC446	ARCHITECTURAL DESIGN VI	Continuation of ARC 445.
ARC451	SPECIAL TOPIC STUDY I : CREATIVE SOLUTIONS FOR CIRCULARITY AWARENESS	Knowledge sharing with industry Covestro, Thailand Covestro is a Germany-based manufacturer of polymers and polycarbonate with a world-scale production plant at the Map Ta Phut Industrial Estate in Rayong.This elective class is multidisciplinary for all six programs of SoA+D. It will focus on the creative approach derived from plastic waste. The class will conduct five lectures based on todays plastic waste crisis. Later, students will go on five field trips to visit all plastic-related NGOs and industries. In the last part, students will present proposals and pitch for seeding funds from the industries to upscale the project into the activation stage.
ARC452	SPECIAL TOPIC STUDY II: CERAMIC INTELLIGENCE: DESIGNING CERAMIC OBJECTS WITH GENERATIVE AI	This course explores the intersection of generative AI and digital ceramics through a hands-on workflow combining 3D AI model generation and material fabrication. Students will use ComfyUI to create AI-driven spatial forms and translate them into physical ceramic objects using digital fabrication techniques such as robotic 3D printing or CNC-milled moulds for clay casting.
ARC453	SPECIAL TOPIC STUDY III: THE STORY OF HOUSE DESIGN IN CONTEMPORARY ISSUE	House is one of the fundamental elements for living. Design knowledge plays a significant role in shaping people for a better quality of life. This lecture-based class would focus on the various topics that contribute to understanding movement and development in contemporary house design issues. The subject would be divided into three majors groups of topic 1. Past Concept: the case studies from various projects had major significant movement in house design concept 2. Present Design Movement: situation and topic that has a direct impact on the new proposal of house design such as Aging Society, Energy Plus Design, Sustainable Design 3. Future trend: the discussion on future direction in residential design solution such as A Modular House Design by Muji brand, Micro-living trend, ADU (Accessory Dwelling Unit or Plug-in House)
ARC453	SPECIAL TOPIC STUDY III : CONTEMPORARY JAPANESE ARCHITECTURE	An overall survey of contemporary Japanese architecture from the 1960s until twenty-first century. The content includes the work and career development of well-known Japanese architects.
ARC484	ENVIRONMENTAL TECHNOLOGY IV: ENERGY-EFFICIENT BUILDING DESIGN TECHNIQUES AND SIMULATION	The main focus is on energy-efficient building design techniques and evaluation: definition of sustainability, climate change, global warming, and natural disasters, reasons to conserve energy, definition and strategies of energy-efficient buildings, energy sources: renewable and non-renewable, energy consumption including carbon footprint and carbon credit. Architectsrole in energy conservation are included into an advanced level towards the links between the micro/macro environment, energy and building form and reviews
ARC492	BUILDING COST ESTIMATION	Studies include introduction into organizational and financial concerns for buildings; interior architects, architects, engineers and builders relationships; organization of their work; studies of cost estimation according to material prices, wages, instrument, and management costs in various type of buildings. Studies of other factors that influence initial costs such as construction contract liability, special specification contact liability, special specifications, and labor.
ARC493	CONSTRUCTION MANAGEMENT	Studies include introduction into Professional ethics and legal aspects, which include codes of ethics and conducts, architect’s responsibilities, the evolution of the profession and today’s careeroptions, construction planning and control by critical path method, etc. Laws involving architectural practice; namely building controls and professional controls. Others may involve zoning environmental protection, and energy conservation laws, Liability in faulty design involved with tort and criminal law, contract laws and regulations, building regulations with history and intent of regulations.
ARC494	PROFESSIONAL PRACTICE	Studies include (1) Professional ethics, which include codes of ethics and conducts, architect’s responsibilities, the evolution of the profession and today’s career options etc. (2) Laws involving architectural practice; namely building controls and professional controls. Others may involve zoning environmental protection, and energy conservation laws; etc. Liability in faulty design will also involve tort and criminal law. (3) Architectural practice including forming organizational management teams, design contracts, work process, preparation of bidding, contract and construction documents, roles and responsibilities of an architect as a designer in construction project.
ARC592	ARCHITECTURAL INTERNSHIP	Supervised field experience in architectural offices. Understanding the practice of Architecture. Minimum of 2-month -full-time internship in architecture or relevant design office.
AUT411	PROGRAMMABLE LOGIC CONTROL II	IEC 61131-3 programming language, SFC, IL and ST, data communication, and simple Man-Machine-Interface (MMI), servo control, introduction to robotic, large scale supervisory data acquisition and control system (SCADA), introduction to production batch execution, control and monitoring standard ISA S88.
AUT421	ELECTRIC MACHINERY	Basic Magnetic circuit analysis. Transformers. Concepts of three-phase system. Introduction to electric machinery. Generators, motors and their uses.
AUT431	SIGNALS AND SYSTEMS FOR AUTOMATION ENGINEERING	Introduction to Signals and Systems, Fundamental signals, Linear Time Invariant Systems, Techniques to find time response of linear time invariant system, Convolution Integral, Frequency response, Transfer function, Passive and active analog filter design, Frequency spectrum, Software analysis for signals and systems.
AUT441	MECHANICS AND MACHINE DESIGN	In designing an automation system, knowledge of the mechanical elements and understanding of the dynamics of motion are necessary to achieve the desired motions (acceleration, velocity and position). In this course, based on “Mechanics and Mechanical Design 1” in Year 3, students will study further about the design of a linear feed mechanism, which is often used in automation systems. Students learn the way to carry out a project through collaborative work. Students will first observe the real automated transport system and identify the physical parameters that need to be considered (operating conditions, transport weight, etc.) in the designing process. Then, students calculate the forces and torques required for a given specifications based on physics.
AUT442	STATIC AND DYNAMIC SYSTEMS	Introduction to Statics. Force system and equilibrium. General consideration on structure. Friction. Introduction to dynamics. Kinetics of rigid body. Vibration of of single degree of freedom systems
AUT616	ENGINEERING MATHEMATICS: FOURIER AND LAPLACE TRANSFORM	Linear systems, Fourier series of periodic functions, Fourier transforms of aperiodic functions, the properties of Fourier transforms, convolution, discrete Fourier transforms, fast Fourier transforms, Laplace transforms, the properties of Laplace transforms, and solving differential equations with the Laplace transform.
BCT601	ENZYME TECHNOLOGY AND INNOVATION	Chemical structure of enzymes. Enzyme kinetics and mechanism of enzyme action. Enzyme regulation and fermentation process for effective enzyme production. Extraction and purification of enzyme. Technique of enzyme improvement and stability by immobilization and characteristics of immobilized enzymes. Rational and evolution methods for designer enzyme.Metagenomics technology for future and innovative enzyme under current interesting topic in enzyme technology. Sustainable enzymatic process for fine chemical production. Industrial enzyme production and purification process: from enzyme discovery to special applications. Application of enzymes in agriculture, animal feed, nutraceutical and biochemical industries.
BCT602	NUCLEIC ACID TECHNOLOGY AND INNOVATION	Structure and function of nucleic acids, genomes, genomic sequencing, genome editing, artificial and synthetic chromosome, transcriptome, genetic decoding, gene-read out, gene regulation and expression, principles and technology in genetic engineering, genetically modified organisms. Research on latest technology and innovation in genes. Develop communication skill and competency to catch key points, effectively analyze and present ideas for gene development and improvement for applications in various fields such as in research, agriculture, therapeutic products, diseases treatment and diagnosis, biological control and various industries.
BCT611	CARBOHYDRATE TECHNOLOGY AND INNOVATION	Type and structure of monosaccharide, oligosaccharide, and polysaccharide. Physicochemical and functional properties of carbohydrate especially starch, cellulose, hemicellulose, and hydrocolloids. Isolation, production, and synthesis of some important carbohydrates. Qualitative and qualitative analyses of carbohydrate. Modification of starch cellulose and hemicellulose using physical, chemical, and biological methods. Application of carbohydrate in products and industries. To achieve cooperative learning, carbohydrate related topics will be assigned to students to work in group. The group activities include laboratory practice, group discussion, and in-class presentation. Factory visit will also be organized for students to gain experience in real industrial production processes.
BCT621	LIPID TECHNOLOGY AND INNOVATION	Sources and classification of lipids, chemical structures, chemical reactions of lipids, synthesis and degradation of lipids, oil extraction processes and technologies, industrial oil refining, modification of lipid molecules, applications of fats and oils in the oleochemical, food, cosmetic industries and as a renewable energy source.
BCT631	FLAVOR TECHNOLOGY AND INNOVATION	Chemistry and biochemistry of flavors. Biosynthesis of natural flavor. Theories o f3 dimensional chemistry. Sensory perception and analysis of flavors. Flavor encapsulation. Flavor production and its application in various food Industries. Natural and synthetic flavors. Workshop by expert from international company Current development of flavor in industries.
BCT632	PERFUMERY TECHNOLOGY AND INNOVATION	Systematic smelling classification of odors. The many faces of the fragrance business. The raw materials of perfumery and a summary of their chemistry. Methods of fragrance composition and creation. Application of fragrances and considerations in their formulation. Commercial aspects of fragrance and the effect on creativity. Basic production methods. Quality control and standardization methods. Marketing and meeting the demands of customers and consumers. Learning from the market. An overview of the worldwide business of perfumery and the opportunities.
BCT633	BIOACTIVE COMPOUNDS AND NUTRACEUTICALS	Classification, chemistry, physicochemical and functional properties, disease prevention and health promotion, mechanism of action, safety and efficacy testing and regulations for functional foods of bioactive compounds and nutraceuticals
BCT634	LIGNIN TECHNOLOGY AND INNOVATION	The content of this course covers domestic biomass sources, mainly agricultural by-products. It also focuses on biomass conversion to biofuels and potential biorefinery products, such as the conversion of polysaccharide to sugar, followed by fermentation to yield ethanol and various chemicals. In addition, this course provides an overview of biomass transformation by gasification and production of biogas and biodiesel. It is aimed to teach biomass catalysis and chemical composition separation processes to produce valuable substances. The course also gives an introduction of carbon capture and storage technology, the impact of bioenergy on the environment, and economic analysis of product manufacturing.
BCT641	FUNCTIONAL PROPERTIES OF BIOCHEMICALS	Systematic approaches on the chemical and physical properties of sugars and polysaccharides, amino acids and polypeptides, fatty acids and other lipids, nucleic acids, phenols and polyphenols and other biomolecules. Relate these chemical and physical properties to their functionality in various consumer and industrial products. Teamwork and creative thinking skills are practiced.
BCT642	YEAST INNOVATIVE RESEARCH AND TECHNOLOGY	Genetics and molecular biology of model, industrially and medically relevant yeasts. Share the latest knowledge of a wide range of yeast research fields and to join active and constructive scientific discussions. The content covers the cutting edge of knowledge in yeast research, technology and innovation on topics of yeast strain development, new yeast products with exciting functionality and uses, applications in food, feed pharmaceutical and biofuel industries and human health. There are work visits and learning with the yeast experts, private sector and related industries.
BCT651	EXPERIMENTAL DESIGN IN BIOCHEMICAL TECHNOLOGY	Data distribution, analysis of variance, regression and correlation analyses,hypothesis setting, experimental factors and design of experiment,application of computational programs for experimental design and data analysis
BCT661	BIOCHEMICAL TECHNIQUES AND LABORATORY SKILLS	Lecture and laboratory practice involving solution and sample preparation (buffer preparation, concentration calculation, weight and volume measurement), separation and extraction techniques (solvent extraction, filtration, evaporation and centrifugation), analytical techniques (spectrophotometry, electrochemical technique, polymerase chain reaction, electrophoresis and chromatography)
BCT672	BIOFUEL AND BIOREFINERY	The content of this course covers domestic biomass sources, mainly agricultural by-products. It also focuses on biomass conversion to bioenergy, biofuels and potential biorefinery products, such as the conversion of polysaccharide to sugar, followed by fermentation to yield ethanol and various chemicals. In addition, this course provides an overview of biomass transformation by gasification and production of biogas and biodiesel. It is aimed to teach biomass catalysis and chemical composition separation processes to produce valuable substances. The course also gives an introduction of carbon capture and storage technology, the impact of bioenergy on the environment, and economic analysis of product manufacturing.
BCT684	INNOVATIVE ENTREPRENEURSHIP	An analysis of the importance and change of the 21st century world in careers, work, research, business, learning of work and living concept as an entrepreneur. Creating a business model canvas with a focus on innovative products or services. Feasibility study of economic return. 21st century work ready skills and approaches to development
BCT691	SEMINAR I: MINI-REVIEW	Literature reviews on advanced topics in biochemical technology. Oral presentation and abstract writing in Thai and English.
BCT692	SEMINAR II: SCIENTIFIC PAPER ANALYSIS	Summarization and evaluation of the ideas and information in an article of biochemical technology approved by seminar advisor. Thinking carefully and criticizing both the strengths and weaknesses in the material under review.
BIE500	MATHEMATICAL MODELING IN BIOLOGICAL ENGINEERING	An introduction course for students to be familiar with mathematical modeling. Mathematical techniques together with an engineering approach needed to solve problems in biological system. Applications of the mathematical techniques and modeling approaches to understand biological engineering problems.
BIE580	BIOMEDICAL INNOVATIONS: FROM LAB TO MARKET	Introduction to the development of product commercialization from an idea to the healthcare market. Frameworks and essential tools for successful translation of biomedical innovations to benefit human health. Project-based design to gain experience in identifying the unmet clinical need, business opportunities/risks, market analysis, business model, and technology implementation.
BIE600	INTRODUCTION TO BIOLOGICAL ENGINEERING	Learn and underlying an overview of the multi-disciplinary field of biological engineering and application of engineering principles to the analysis of biological systems. Applications in biological engineering field will also be presented.
BIE601	ADVANCED BIOLOGICAL ENGINEERING	In-depth studies in biological engineering. Advanced research and development topics in various fields in biological engineering, such as biological data processing, biomedical devices, biomaterials, biomolecular engineering, cell engineering, tissue engineering, regenerative medicine, etc.
BIE602	EXPERIMENTAL TECHNIQUES IN BIOLOGICAL ENGINEERING	Experimental techniques in various aspects of biological engineering. Designed to teach students laboratory skills, experimental design, interpretation of data and technical writing of the laboratory report. Applying principles encountered in the previous biological engineering courses to the problems assigned in this course.
BIE611	BASIC STATISTICS FOR BIOMEDICAL RESEARCH	Basic knowledge and concept on statistical methods commonly used in biomedical and bioengineering research. Emphasize on appropriate statistical tests, including both parametric and non-parametric tests, as opposed to the complex mathematical underpinnings of the statistical tests themselves. Selection of appropriate statistical methods for different types of research data and effectively use computer software to interpret raw data.
BIE630	BIOMATERIALS	An effective background in a wide range of biomaterials that include polymers, metals/alloys, and ceramics and that are currently used in human body repair. The basic and some in-depth knowledge of what biomaterials are made of, how biomaterials contribute to the saving of human lives, the criteria of materials for biomedical use, biocompatibility, failure modes of biomaterials, and the current R/D activities in biomaterials, challenges that biomaterials are facing and future direction of R/D in biomaterials.
BIE660	CURRENT TOPICS IN REGENERATIVE MEDICINE	Interesting medical research in regenerative medicine. The basic background of research in regenerative medicine and examples of researches and their applications in great details.
BIF510	MICROBIOLOGY AND BIOCHEMISTRY	This subject aims to provide fundamental knowledge in Biology spanning prokaryotes, eukaryotes, archeabacteria, yeast molds and virus. The course also discusses basic cell structure, microbial metabolism, growth and nutrition, microbial genetics, immunology, micromolecules and metabolism. Energy metabolism.
BIF511	PROGRAMMING FUNDAMENTALS	This subject explores general concepts of computer programming, statement, variable, constant, operator, expression, data types, array data structure, program structure: sequence, selection, and repetition; program module; user defined procedure/function; parameter passing, introduction to object oriented programming concept, file operations: sequential file operation, random access file operation; laboratory work: basic programming by using one of programming languages, debugging, testing, and correcting program to solve bioinformatics and systems biology problems and/or others related.
BIF512	MOLECULAR BIOLOGY	This course discusses principles of gene structure and function, protein genesis, basic techniques in gene manipulation, application of gene technology in expressing proteins and metabolites in recombinant systems, such as in bacteria, yeast, fungi, animal and plant cells. Principle of bioinformatics technology for biological and biotechnological applications will also be explicated. These include data mining (gene, DNA, protein, metabolite), big data analysis using bioinformatic tools, application of bioinformatics tools in related works, next generation sequencing, biostatistics.
BIF521	DATA STRUCTURES AND ALGORITHMS	This subject covers different types of data structures including arrays, stacks, queues, trees, hash tables, and heaps. The subject also introduces sorting algorithms, searching algorithms, and graph and tree algorithms, complexities of algorithms and algorithm design techniques. It also focuses on methods to solve computational problems: divide-and-conquer, dynamic programming, and greedy algorithms. Together, this allows students to develop essential skills to solve bioinformatics and system biology problems through hand-on praticals.
BIF621	SEQUENCE ANALYSIS AND ANNOTATION	Introduction to the theory and methods of DNA and protein sequence analysis. Methods of sequence alignments including dynamic programming and statistical methods. Methods of phylogenetic analysis, and database similarity searching.
BIF62201	MOLECULAR BIOLOGICAL DATA AND FILES MANIPULATION USING COMMAND LINES	This module aims to introduce molecular biological data file formats and provide bioinformatics techniques to manipulate the data with hands-on experiences using Unix command lines. The contents include a fundamental of Unix-based file systems, basic Unix commands, and practical techniques for handling biological data files. In addition, participants will gain proficiency in writing shell scripts for managing multiple files and learn how to access servers and transfer files securely.
BIF62202	BIOLOGICAL SEQUENCES, STRUCTURES, AND GENOME ANALYSES	This module aims to provide molecular biology and bioinformatics techniques with both theoretical background and hands-onexperiences related to genetic sequences and structures. It introduces fundamental techniques of sequencing methods from first-generation sequencing to high-throughput sequencing methods and provides bioinformatics methodologies and tools used in genetic sequence analysis and protein modeling. The contents cover genetic sequence assembly, biological databases, search, alignment, and annotation. In addition, the technique of protein modeling will be introduced.
BIF62203	OMICS DATA AND ANALYSES	This module provides a comprehensive exploration of cutting-edge techniques and methodologies used in the analysis of high-throughput data generated from various omics technologies including metagenomics, transcriptomics, proteomics, and metabolomics. Students will gain understanding of omic data acquisition and the biological insights that can be derived from the data, and hands-on experiences in data processing, analysis, and interpretation using bioinformatics tools and computational methods.
BIF631	DATABASE SYSTEMS FOR BIOINFORMATICS	File system, database system, database system components and architecture. Data modeling, database design, conceptual, physical and normalization. ER-Model, database languages, SQL and QBE. Introduction to OODB and distributed database. Database systems used in Bioinformatics.
BIF633	DATA MINING FOR BIOINFORMATICS	This subject introduces the concept of probability theory, data mining and knowledge discovery in databases (KDD); as well as process of Data Mining, Data preparation, Model evaluation, Association rules. It also explores different classification techniques including nearest neighbor classification, naive Bayes classification, Decision tree classification, Neural networks classification and clustering; all of which are commonly used in bioinformatic research.
BIF651	COMPUTATIONAL INTELLIGENCE FOR BIOINFORMATICS	Knowledge representation, Adaptive and Learning models, Search methods, Unsupervised models, Supervised models, Bayesian reasoning, Machine learning, Neural networks, Fuzzy logics, Evolutionary computing, Genetic algorithms, Genetic Programming, Case studies of Bioinformatics problems
BIF65201	BASIC BIOSTATISTICS FOR BIOINFORMATICS AND SYSTEMS BIOLOGY: DESCRIPTIVE AND INFERENTIAL STATISTICS	This module covers basic statistical methods used for analysis of data from high-throughput experiments in biology. Topics include descriptive statistics, probability and probability distribution, statistical inference and hypothesis testing for omics data analysis. Students will study statistical concepts and methods from lectures and perform hands-on analysis of real data using statistical tools and programs. In addition, each student will work on a term project applying the concepts of the course to bioinformatics and systems biology research.
BIF65202	BIOSTATISTICS FOR DATA-DRIVEN ANALYSIS	This module provides a basic principle of statistics for data association analysis, and subsequently train to select the appropriate statistical method for analyzing the particular data characteristics. Students will gain both the fundamental understanding of the basic statistics for data association and furnish with the ability to make the proper choice of method for a research study through project-based learning practice.
BIF65203	R FOR HIGH-THROUGHPUT BIOLOGICAL DATA ANALYSIS	This module provides learners with essential skills in importing, manipulating,and analyzing biological datasets using the R programming language with a specific focus on RNA sequencing (RNAseq) data analysis.
BIF662	SELECTED TOPICS IN BIOINFORMATICS AND SYSTEMS BIOLOGY I : RESEARCH METHODOLOGY IN BIOINFORMATICS AND SYSTEMS BIOLOGY	In this subject, students will learn how to do research in bioinformatics and systems biology, including 1. Introduction to research 2. Development of the research objectives 3. Design and plan for the study 4. Preparation of the research proposal. The students will be taught by lecture and hands-on based on their thesis project.
BIF664	SELECTED TOPICS IN BIOINFORMATICS AND SYSTEMS BIOLOGY II : MICROBIOME DATA ANALYSIS	This subject provides the concepts of microbiome research and bioinformatics data analysis based on high-throughput sequencing technologies. The subject includes the principles, algorithms, and hands-on for microbiome data analysis using amplicon and shotgun sequencing. Approaches for microbiome data analysis will be introduced including data assessment, data preprocessing, taxonomic classification, functional prediction, and diversity analyses.
BIF66401	MICROBIOME DATA ANALYSIS BASED ON AMPLICON SEQUENCING TECHNOLOGY	This module provides the concepts of microbiome research and bioinformatics data analysis based on amplicon sequencing technologies. The module includes the principles, algorithms, and hands-on for microbiome data analysis of real-world research. Approaches and practical hands-on for microbiome data analysis will be conducted including data assessment, data preprocessing, taxonomic classification, diversity analyses, differential abundance analysis, and functional prediction.
BIF66402	METAGENOMIC DATA ANALYSIS	This module provides the concepts of microbiome research and bioinformatics data analysis based on shotgun metagenomics. The module includes the principles, algorithms, and hands-on for metagenomic data analysis. Approaches and practical hands-on for the data analysis will be conducted including data assessment, data preprocessing, read-based taxonomic classification, and functional analysis.
BIF67401	KINETIC RATE LAWS IN GENE-PROTEIN REGULATORY NETWORKS	The module provides learners with the principles and derivations of kinetic rate laws (e.g., Hill and Michaelis-Menten kinetics) for describing elementary processes in gene-protein regulatory networks. Learners also learn to apply appropriate kinetic rate laws and related computational techniques to study the physiological processes of cells.
BIF67402	MODELING TECHNIQUES FOR COMPUTATIONAL CELL BIOLOGY	In this module, learners learn to model and simulate cellular processes using various modeling techniques, such as deterministic ordinary differential equations, stochastic chemical Langevin equations, and stochastic simulation algorithms. Learners also learn to utilize the models to make predictions and test hypotheses.
BIF67403	MODEL INTERPRETATION AND PREDICTION FOR SYSTEMS BIOLOGY PROBLEMS	In this module, learners learn to analyze model simulations and interpret their biological meanings. Learners also learn to use their analytic thinking skills to make reasonable predictions based on model simulations for new scenarios. Learners will work on practical exercises, case studies, and module projects to help them develop a thorough understanding of model interpretation and prediction.
BIF692	SEMINAR IN BIOINFORMATICS AND SYSTEMS BIOLOGY I	This suject aims at constructing skills to review, discuss, invent, analyse, and synthesise of principles and concepts, current problems and literature in bioinformatics and systems biology. This will be archieved through class presentations and participation in the class discussion.
BIF693	SEMINAR IN BIOINFORMATICS AND SYSTEMS BIOLOGY FOR BCG I	This subject aims at constructing skills to review, discuss, invent, analyze, and synthesize of principles and concepts, current problems and literature in bioinformatics and systems biology.This will be achieved through class presentations and participation in the class discussion.
BIF695	SEMINAR IN BIOINFORMATICS AND SYSTEMS BIOLOGY FOR BCG II	This subject aims at constructing skills to review, discuss, invent, analyze, and synthesize of principles and concepts, current problems and literature in bioinformatics and systems biology. This will be achieved through class presentations and participation in the class discussion.
BIF772	SYSTEMS BIOLOGY AND METABOLIC ENGINEERING	Principles and methodology of systems biology and metabolic engineering. Studies of biological systems by systematically perturbing them biologically, genetically, or chemically. Monitoring gene, protein, and informational pathway responses; integrating these data; and ultimately, formulating mathematical models that describe the structure of the system and its response to individual perturbations. Introduction of metabolic engineering. Metabolic network reconstruction and analysis. Mathematical and experimental techniques for the quantitative description, modeling, control, prediction of biological processes, and design of metabolic pathways. Applications in strain improvements of biotechnological and agricultural importance, drug discovery, disease gene identification, diagnostic and prognosis.
BIO100	BIOLOGICAL SCIENCE IN MODERN TECHNOLOGY
BIP24000	GENETICS AND MOLECULAR BIOLOGY	Basic genetics. Genetic engineering. Plasmids. Vectors. Cloning. Gene editing. CRISPR-Cas9. Gene expression. Gene regulation. Recombinant DNA technology.
BIP241	BIOPROCESS PROJECT I	Recombinant protein production. Bioreactor design and fermentation optimization. Cell culture and upstream process scaling. Application of recombinant DNA technology. Teamwork and collaborative project development. Data collection, analysis, and interpretation. Communication of project findings.
BIT511	CELL BIOLOGY	A preview of cells; types of cells, important biological molecules in cells (water, proteins, nucleic acids, carbohydrates, lipids). Cell and organelles, membrane to membrane compartments, virus, viroid and prions, metabolism, biosynthesis of building blocks, energy transformation (bioenergetics, glycolysis, Krebscycle, oxidative phosphorylation, respiration), enzymes as biocatalysts and control of metabolic pathways, immunology, the flow of genetic information (from DNA to Proteins), cell regulation, cell cycle, meiosis, mitosis, DNA replication, cell mass and growth rate, tumor cells, specialized tissues and stem cells
BIT612	MICROBIAL PHYSIOLOGY IN TECHNICAL BIOPROCESS	Molecular and cellular physiology, cell growth and regulation, metabolism of microorganisms, Important technical systems in biological process, mass and heat transfers during fermentation, bioengineering systems design for reactor, kinetics and types of fermentation, monitoring and controlling in biological process. Simulation and data analysis from packaging software. Cell signaling, and cellular response to environmental changes.
BIT631	MOLECULAR BIOLOGY AND BIOINFORMATICS FOR BIOTECHNOLOGY	principles of gene structure and function, protein genesis, basic techniques in gene manipulation, application of gene technology in expressing proteins and metabolites in recombinant systems, such as in bacteria, yeast, fungi, animal and plant cells. Principle of bioinformatics technology for biological and biotechnological applications will also be explicated. These include data mining (gene, DNA, protein, metabolite), big data analysis using bioinformatic tools, application of bioinformatics tools in related works, next gen sequencing, biostatistics.
BIT641	TREATMENT AND UTILIZATION OF BIOLOGICAL WASTES	Treatment and use of water in food processing and other biological industries. Parameters of water pollution, ecology of waste disposal. Generation of solid wastes, sources, types and composition. Onsite handling, storage and processing. Collection systems, equipment, transfer and transport. Processing techniques and equipment. Volume and size reduction. Component separation. Drying and dewatering. Disposal of solid waste and residual matter. Site selection landfilling methods and operation. Design of landfills. Methods of waste utilization. Recovery of resources, chemical and biological conversion products. Recovery of energy from conversion products. Future of waste utilization.
BIT642	PHYTOREMEDIATION	Currently industrial factories released toxic pollutants to environment. These pollutants are contaminated in soil, water and air and affected to environment and life quality. Using plants is an alternative way to solve this problem and environmental friendly. Plants have different mechanisms to degrade pollutants from soil, water and air. This study will deal with pollutants from organic and inorganic which how plants can degrade these pollutants and involve with many enzymes in plant system. In addition, the interaction between plants and endophyte to degrade pollutants will also be studied
BIT651	APPLIED MATHEMATICS AND STATISTICS IN LIFE SCIENCE	Application of mathematical techniques to cope with those biotechnology problems. The course focuses on the introductions of computational methods and their applications in biological processes. The course includes conventional techniques such as linear algebra and differential equations and their applications in life science and new computational techniques such as Artificial Neuron Network (ANN) and Genetic Algorithm (GA), some statistical methods such as linear regression and non linear regression, some numerical methods and some software programs that are useful for solving life science problems.
BIT661	NANOBIOTECHNOLOGY	Basics of biosystems at micro and nanoscales. Principles of microfabrication techniques. Nanoanalytics. Harnessing the structures and processes of biomolecules for designing new classes of nanofabricated devices, such as novel functional materials, biosensors, bioelectronics, for medical and biotechnological applications
BIT662	TRENDS IN MODERN BIOTECHNOLOGY	An intensive self-study course in which students will do a literature survey, gather information and give a series of presentations on the evolution/ development, principles, applications and recent research findings of modern biotechnology with implications in the medical, agricultural, food, biomaterials, energy and environmental areas. Students will have to give English presentations to class as well as prepare a final report in English through regular consultation with the advisor who works in the area of interest. Evaluation of students knowledge and insight in the topic as well as learning and presentation will be done by lecturers, researchers and specialists who participate in the class.
BIT665	VACCINE DEVELOPMENT AND EVALUATION	Basic knowledge that is important and relevant to vaccine design, development and evaluation consisting of induction of humoral immune response, induction of cell-mediated immune response, development of memory immune cells, antigen processing and presentation, effects of vaccine types and immunization routes on immune induction, principle of vaccine design, bioinformatics for vaccine design, vaccine for induction of mucosal immune response, vaccine adjuvant, evaluation of vaccine immunogenicity and efficacy using immunoassays, clinical trials, GLP- and GMP-conformed vaccine production, update on vaccine development for the major infectious diseases
BIT666	SPECIAL TOPIC I : ADVANCED PLANT TECHNOLOGY	Today, the competition in technology and innovation is highly intense. New biological technologies are rapidly growing, with new knowledge being discovered continuously every day. The Advanced Plant Technology course focuses on introducing cutting-edge plant-related technologies, such as microbial fuel cells in constructed wetlands and the use of plants as indicators for microplastic contamination. The course provides a comprehensive learning experience, starting with familiarizing students with these technologies through hands-on activities. It aims to cultivate positive attitudes, foundational knowledge, and a readiness to embrace change and new technologies consistently.
BIT667	SPECIAL TOPIC II : ADVANCED PLANT TECHNOLOGIES	Nowadays, several technologies have been rapidly developed including plant technology. Application of plant to create innovation can be a good option for sustainable and eco-friendly technology development for example plant-microbial fuel cell, light illuminating plant, etc. In this subject, principal of each related plant technologies will be focused. In addition, small scale laboratory, related to plant technologies, would be created for student self learning.
BIT669	TECHNIQUES AND SOLUTION IN BIOTECHNOLOGY	The course is focused on learning techniques through small project assigned. Participants must partake in at least three research laboratories of interest in order to facilitating and achieving their thesis work.
CET602	SPECIAL RESEARCH STUDY	Each student is required to undertake the special research study in the field of civil engineering under supervision of the advisor.
CET604	CIVIL ENGINEERING TECHNOLOGY SEMINAR	Special lectures in the field of civil engineering technology will be proposed to be given by the invited lecturer from outside. Research advancement of the department and student is also included in the program. All graduate students in civil engineering technology are supposed to attend. Brief written report or discussion may be required.
CET605	SPECIAL TOPIC IN ENGINEERING AND TECHNOLOGY I: FRONTIER TECHNOLOGY IN CIVIL ENGINEERING	New technologies and innovations in civil engineering, offshore engineering and transportation engineering and logistics. Engineering applications in the context of sustainability development goals, and aging society. Basic knowledges about generative artificial intelligence in engineering applications.
CET609	SPECIAL TOPIC IN ENGINEERING AND TECHNOLOGY V: INSTRUMENTATION IN CIVIL ENGINEERING	Choice of geotechnical and civil instrumentation, type of instrumentation, strain measurement, displacement measurement, load measurement, pressure measurement, groundwater pressure measurement, pressuremeter, inclinometer, photogrammetric analysis, geophysical investigation instrumentation, small and large strain apparatus instrumentation, geotechnical structures instrumentation, dam instrumentation, embankment on soft ground instrumentation, excavation and natural slope instrumentation, retaining structures instrumentation, buried and underground structures instrumentation.
CET610	PROJECT ANALYSIS AND MANAGEMENT	Project planning. Project cycle. Project appraisal. Institutional assessment. Project financial and economic analysis. Procurement. Financial management. Project monitoring and evaluation. Environmental assessment.
CET612	FRONTIER TECHNOLOGY IN CIVIL ENGINEERING	New technologies and innovations in civil engineering, offshore engineering and transportation engineering and logistics. Engineering applications in the context of sustainability development goals, and aging society. Basic knowledges about generative artificial intelligence in engineering applications.
CET621	ANALYSIS AND DESIGN OF CONCRETE STRUCTURES	Concrete for buildings and infrastructure. Review of design principles of reinforced concrete members in flexure shear and torsion. Analysis and design of reinforced concrete slabs. Design of columns.
CET622	APPLICATIONS AND DESIGN OF STEEL STRUCTURES	Structural steel systems and design. Design of structural steel members for flexure and axial force. Design of beam-column members. Applications of composite structures. Stability and bracing consideration. Connections. Fire protection. Rust protection.
CET623	BUILDING STRUCTURAL SYSTEMS	Structural system selection. Design concepts of various structural systems such as moment frames, braced frames, shear walls. Slab systems. Structural steel systems. Seismic design concepts. Foundation systems and pile foundation. Subsurface investigation and interpretation.
CET624	ANALYSIS AND DESIGN OF HIGH-RISE STRUCTURES	Structural dynamics. Wind and seismic load effects on structures. High-rise structural systems. Lateral load resistance design. Seismic detailing. Design of shear walls and moment frames. Design concepts, considerations and construction techniques of substructures for high-rise structures. Design of pile foundations.
CET629	BUILDING PROTECTION, REPAIR AND MAINTENANCE	Deterioration of civil engineering structures.Protection methods.Structural repair techniques.Rehabilitation and retrofitting of structures.Soil improvement techniques. Substructure repairs.
CET633	APPLICATIONS AND DESIGN OF PRESTRESSED CONCRETE STRUCTURES	Prestressed concrete technology for buildings and infrastructure. Analysis and design principles of prestressed concrete members. Tendon layouts. Simple and indeterminate structures. Design of post-tensioned slabs.
CET638	SPECIAL TOPIC IN CIVIL ENGINEERING I : FINITE ELEMENT METHOD IN STRUCTURAL MECHANICS	Formulation and calculation of the finite element matrices using the principle of virtual displacements, Introduction to isoparametric family of elements. Applications include stress analysis of two and three-dimensional solids, bending of plates and shell, buckling and vibration problem.
CET639	SPECIAL TOPIC IN CIVIL ENGINEERING II : BRIDGE DESIGN, CONSTRUCTION, AND MAINTENANCE	Bridge structures and geometric, design loads, methods of analysis and design, design of bridge ,bridge construction, inspection and testing of bridge structure, and bridge strengthening.
CET641	FUNDAMENTALS OF OFFSHORE ENGINEERING	Overview of offshore oil and gas industry. Historical development of offshore field. Fundamentals of offshore engineering. Introduction to offshore structural engineering and Offshore industrial technology.
CET644	FLUID MECHANICS AND FLUID-OFFSHORE STRUCTURE INTERACTIONS	Offshore hydromechanics. Ocean wave theories. Hydrostatic analysis. Hydrodynamic analysis. Sea loads and environment. Ocean current and wind loads. Linear wave-induced motions and loads. Morison’s equation. Numerical methods for linear wave-induced motions and loads. Second-order nonlinear wave-structure problems. Viscous wave loads and damping. Vortex shedding. Random waves.
CET647	DYNAMICS OF STRUCTURES	Introduction to structural dynamics. Mathematical Preliminaries. Free vibration analysis of SDOF systems. Response of SDOF systems to harmonic excitation. Response of SDOF systems to special form of excitation. Numerical evaluation of dynamic response. Free vibration analysis of MDOF systems. Modal analysis. Response spectrum analysis. Time-history analysis. Structural dynamics in Standard codes. Introduction to inelastic systems. Continuous systems. Generalized degree of freedom. Raleigh Method.
CET661	TRANSPORTATION NETWORK ANALYSIS	Transportation network analysis focusing on planning and optimization; Algorithms for finding transport network equilibrium flows, shortest path algorithms, deterministic and stochastic user equilibrium; Transportation network design, trip table estimation; Network reliability.
CET663	ROAD TRAFFIC SAFETY	Road traffic system. Analysis of road traffic safety problem. Road safety audit. Road accident investigation. Design and management for safer road. Use of traffic control device to promote road safety. Improvement of road hazardous location. Road safety planning. Evaluation and monitoring of road safety improvement programs.
CET664	GEOGRAPHIC INFORMATION SYSTEM FOR TRANSPORTATION	Introduction to Geographic Information System (GIS). Characteristics of GIS data: spatial data and attribute data. Management of GIS database. Analysis of GIS data. Coordination of mapping system and GIS. GIS and Global Positioning System (GPS). Application of GIS for transportation. GIS software.
CET670	TRAFFIC OPERATION AND SIMULATION	Characterization and analysis of arterial street traffic operations using theoretical and experimental techniques, especially computer simulation. Introduction to the most current analysis and optimization tools for control device design and implementation.
CET672	STATISTICS FOR CIVIL ENGINEERING TECHNOLOGY	Role of statistics in engineering. Probability. Discrete random variables. Continuous random variables. Joint probability distributions. Common discrete probability distributions. Common continuous probability distributions. Descriptive statistics. Sampling distributions and point estimation of parameters. Statistical intervals for a single sample. Tests of hypotheses for a single sample. Statistical inference for two samples. Simple linear regression and correlation. Other topics in linear regression.
CET675	DISCRETE CHOICE THEORY AND MODELING	Methods and statistics of model estimation with emphasis on maximum likelihood estimation. Individual choice theory. Binary choice models. Unordered multinomial and multi-dimensional choice models. Sampling theory and sample design. Ordered multinomial models. Aggregate prediction with choice models. Joint stated preference and revealed preference modeling.
CET678	SPECIAL TOPIC IN TRANSPORTATION ENGINEERING AND LOGISTICS I : PUBLIC TRANSPORTATION ANALYSIS AND PLANNING	Role and history of public transportation system; Typology of public transportation and paratransit system, Ecosystem of public transportation system; Public transportation networks planning; Transit Oriented Development system; Public transportation networks planning; Transit Oriented Development (TOD), Transit speed and capacity analysis; Transit operation control; Transit scheduling; Transit operation schemes; speed and capacity enhancement techniques, intermodal Transfers Facilities and time transfer scheduling, Transit fare policies, Transit user utilities, Investment Options and Feasibility Study, Innovative technology in Public transportation system; Internet of Things (IoT) and Mobility as a Service (MaaS).
CET68000	SPECIAL TOPIC IN APPLICATION OF NEW TECHNOLOGY AND INNOVATION I: DIGITAL TWIN: VIRTUAL SIMULATION FOR ENGINEERING	Study of principles and applications of Digital Twin technology for civil engineering, covering virtual simulation of engineering structures and systems, integration between physical objects and digital models, real-time data analysis, utilization of Internet of Things (IoT) and Artificial Intelligence (AI) for structural monitoring and prediction, including applications with Augmented Reality (AR) and Virtual Reality (VR) in engineering practices.
CHE103	MATERIAL AND ENERGY BALANCES	Analysis of chemical processes using chemical engineering principles. Chemical and physico-chemical properties and processes such as humidity, saturation, solubility and crystallization. Thermodynamics parameters such as enthalpy, heat of reaction, heat of solution and heat of mixing. Fundamental of material and energy balances for processes with and without chemical reactions. Simultaneous uses of material and energy balances. Material and energy balances on steady and unsteady state processes. Material and energy balances on multiple units, recycling, bypassing and purging.
CHE210	ORGANIC CHEMISTRY	Structure. Stereochemistry. Nomenclature of organic compounds. Reactivity and selectivity of organic molecules. Mechanism of reactions. Synthesis of organic compounds such as olefins, oxidation products of ethylene, alcohols, aromatics, polyfunctional compound and macromolecules such as natural polymers and synthetic polymers.
CHE212	ORGANIC CHEMISTRY LABORATORY	Laboratory tests of physical properties of organic and inorganic compounds such as the partial molar volume of a component in the mixture, equilibrium in 3-components system, and molecular weight of polymer using the thermodynamic and kinetic concept related to organic and physical. Synthesis and characterization of the selected organic compound. Basic organic laboratory techniques such as fractional distillation, liquid-liquid extraction, leaching, liquid filtration, solution preparation, and crystallization.
CHE214	PHYSICAL CHEMISTRY	Properties of gases and liquids. Molecular interaction. First law of thermodynamics. Molecule in motion. Chemical kinetics. Electrochemistry. Chemistry of solid. Quantum theory. Atomic orbital and energy level. Molecular structure. Molecular spectroscopy.
CHE232	MOMENTUM, HEAT, AND MASS TRANSFER	Mass balance using control volume approach. Newtons second law of motion.Analysis of a differential fluid element in laminar flow. Differential equations of fluid flow.Dimensional analysis. Momentum boundary-layer theory.Fouriers law and differential heat conduction equation. Convective heat transfer.Natural convection. Radiation heat transfer. Boiling and condensation. Heat exchangers.Ficks law and general diffusion equation. Steady state diffusion. Convective masstransfer mechanism. Two resistance theory and overall mass transfer coefficients. Types of mass transfer equipment.
CHE241	THERMODYNAMICS I	Thermodynamic properties of matter. The first law of thermodynamics and the applications. Entropy balance and the second law of thermodynamics. Reversibility. Applications of the combination of the first law of thermodynamics and entropy balances. Heat engine. Heat pump. Lost work. Power generation cycles. Refrigeration. Liquefaction processes.
CHE242	THERMODYNAMICS II	PVT behavior. Volumetric equation of state. Maxwells relation. Criteria for equilibrium in one-component systems. Stability of thermodynamic systems. Molar Gibbs free energy and fugacity of pure component. Phase rule for one-component systems. Partial molar properties, Generalized Gibbs- Duhem equation. Criteria for equilibrium in multicomponent-system. Phase rule for multicomponent-system. Ideal gas mixture. Partial molar Gibbs free energy and fugacity of a component in a mixture. Excess mixture properties. Activity coefficient equations. Vapor-liquid equilibria. Computational calculations of thermodynamic properties and phase equilibria. Reaction equilibria.
CHE243	THERMODYNAMICS FOR BIOPROCESS ENGINEERING	Thermodynamic properties of matter, the first and second laws of thermodynamics, entropy balance, and system reversibility. Energy and entropy balances in biological and biochemical systems. Stability of thermodynamic systems, molar Gibbs free energy, and fugacity of pure components. Chemical equilibrium. Phase equilibrium. Applications of thermodynamics in enzyme kinetics, microbial metabolism, and bioreactor design.
CHE300	INDUSTRIAL TRAINING	A student is required to be trained in the industrial plant for at least 128 hours under the supervision of staff assigned by the industry and the Department of Chemical Engineering.
CHE333	FLUID MECHANICS AND EQUIPMENT DESIGN	Fluid statics and applications. Equations of fluid flow. Flow in pipes. Flow measurement. Pump. Compressor. Agitation. Particulate flow through fluid. Sedimentation. Flow in packed bed and filtration. Fluidization. Centrifuge. Particulate size distribution and size reduction. Cyclone.
CHE334	HEAT TRANSFER AND EQUIPMENT DESIGN	Fundamentals of heat transfer and heat exchanger. Double pipe heat exchanger. Design of shell and tube heat exchanger. Series & parallel arrangement. Condenser and reboiler. Evaporator. Plate heat exchanger. Plate fin heat exchanger. Drier and Cooling tower.
CHE335	MASS TRANSFER AND EQUIPMENT DESIGN	Mass transfer between phases. Equilibrium. Phase rule. Mass transfer equipment. Equilibrium stage operation. Distillation (binary). Multicomponent distillation. Sieve column design. Liquid-liquid extraction. Solid-liquid leaching. Absorption/Stripping. Packed column design. Adsorption. Fixed bed column design.
CHE343	CHEMICAL KINETICS AND REACTOR DESIGN	Review of kinetic theories. Definition of the rate of reaction. Types of reactor. Rate constant. Order of reaction. Elementary and non-elementary reactions. Reversible reactions and equilibrium conversion. Stoichiometric relationships in reaction rate. Isothermal reactor design with different type of reactors: batch, plug flow reactor (PFR) and continuous stirred tank reactor (CSTR). Design equations for multiple reactions in each type of reactor. Collection and analysis of rate data with differential and integral method. Method of initial rates. Method of half-lives. Non-isothermal reactor design for continuous-flow reactors at steady state. Application to the CSTR. Adsorption and solid catalyst reaction. Effect of mass transfer in heterogeneous of gas-catalyst reaction.
CHE451	PROCESS EQUIPMENT DESIGN	Standard design procedures for chemical process equipment comply with ASME, API, and TEMA standards. Design elements include the thickness of the internal and external pressure vessels, openings, flanges, vertical and horizontal tank supports, and process equipment designs, including heat exchangers, chemical storage tanks, and distillation towers.
CHE452	CHEMICAL ENGINEERING PLANT DESIGN	The hierarchical approach to conceptual synthesis and design of chemical processes. Process flowsheet (BFD, PFD and P&ID). Selection of batch/continuous processes. Input-output and recycle structure of the process flowsheet. Separation system. Heat exchanger networks. Process cost estimation and economic evaluation. Preliminary process optimization. Process retrofit. Safety and waste minimization in process design.
CHE454	CHEMICAL ENGINEERING DESIGN PROJECT	Students are guided by the staff members of the department to work as a team. They will learn how to apply the fundamentals of process design and process simulation software on the selected process design problem. The students must be able to assess the performance of various kinds of unit operations and overall process, to estimate the equipment size, and to optimize the design under given process constraints or economic conditions. The students have to prepare a design report after they have analyzed the complete design results. Each group will have an oral examination.
CHE461	PROCESS DYNAMICS AND CONTROL	Modeling of processes and control systems. Applications of Laplace Transform and block diagram of the Process. Dynamics of the first and higher order processes. Feedback control. Stability analysis of the control loop. Frequency response and control system designs. Forward and multivariable process control. Introduction to control system instrumentation. Introduction to advanced control system e.g. cascade, override, etc. Introduction to automatic control.
CHE471	ENGINEERING MATERIALS AND SELECTION	Introduction to materials and selection. Mechanical and physical properties of materials. Mechanical testing. Factor affecting properties and structure-property-processing relationship. Phase diagram, grain structure and deformation of solids. Classification structure and properties of engineering materials, i.e. , metals, ceramics, polymers and composites. Processing and treatment of engineering materials. Construction materials. Fundamental of corrosion theory, types of corrosion and corrosion prevention. Materials selection and uses in engineering design.
CHE472	ENVIRONMENTAL CHEMICAL ENGINEERING	Environmental pollutions: sources, characteristics and composition of industrial waste, treatment and disposal methods. Impact on environment. Environmental quality standards. Air pollution: origin and fate of air pollutants, atmospheric dispersion, stationary and mobile sources, source control. Noise pollution: noise effects, noise control. Water pollution: pollution source, source control. Municipal water treatment. Wastewater treatment: disposal and reuse. Solid and hazardous waste management: characterization and classification. Concepts of pollution prevention and waste minimization. Waste treatment and disposal technologies.
CHE473	CHEMICAL PLANT SAFETY	Concept and definitions of chemical plant safety. Management strategies in chemical processes safety. Toxicology and chemical industrial hygiene. Toxic release and dispersion models. Fires and explosions. Design for fire prevention and explosions. Reliefs and relief sizing. Hazard identification and risk assessment. Accident investigations and case study. Legislation, safety laws.
CHE481	CHEMICAL ENGINEERING LABORATORY I	Principles and hands-on laboratory experiments in fluid mechanics and heat transfer related unit operations such as agitation and mixing of liquid, fluid flow, free/force convection heat transfer, and the operations involving particulate solids such as size reduction, filtration, sedimentation, etc. Communication and collaboration with team members, and others. Analysis, interpretation, and conclusions of the obtained data and results.
CHE482	CHEMICAL ENGINEERING LABORATORY II	Principles and Hands-on laboratory experiments in unit operations related to heat transfer and mass transfer such as dryer, distillation column, absorber, adsorption column, liquid-liquid extraction column, cooling tower, chemical reactor and process control units. Communication and collaboration with team members, and others. Analysis, interpretation, and conclusions of the obtained data and results.
CHE549 CHE549 CHE493	SPECIAL TOPICS II : SOFT SKILLS FOR CHEMICAL ENGINEERING STUDENTS	Soft skills that facilitate the chemical engineering students to adapt themselves to different teaching and learning patterns and to be able to apply these skills as tools and integrate them with their studies in courses, summer training and profession, such as Communication skills, Understanding yourself and others using DISC model, Thinking skill process, Problem solving skills, Team working and 7-Habits etc.
CHE494	SPECIAL TOPICS III : PETROLEUM REFINING	Petroleum refining units and processes. Chemistry and properties of petroleum and refined products. Use of software for the simulation of petroleum refining processes
CHE494	SPECIAL TOPICS III : CHEMICAL PROCESS SIMULATION AND APPLICATIONS	Introduction. Types of polymers. Bonding in polymers. Stereoisomerism. Polymer morphology. Polymer synthesis. Molecular weight characterization and determination (Osmometry, Light scattering, viscosity measurement, gel permation chromatography). Polymer solubility and solutions. Transitions in polymers: glass transition temperature and melting. Polymer processing. Industrial polymer: plastics, resins, natural and synthetic rubbers.
CHE510	POLYMER SCIENCE AND TECHNOLOGY	Principles of synthetic membrane separation and concentration processes. Preparation and characterization of synthetic membranes. Theory and mass transfer in membrane separation processes, for examples, reverse osmosis, ultrafiltration, microfiltration and gas separation. Membrane separation equipments and process design. Application of membrane separation processes.
CHE512	SYNTHETIC MEMBRANE TECHNOLOGY	Surface chemistry, characteristics of surfactant, micelle formation, solubilization, phase and phase diagram, surfactant adsorption at solid/liquid interface, foams, precipitation and industrial applications.
CHE514	SURFACTANT SCIENCE AND TECHNOLOGY	Sources, characteristics and composition of various industrial wastes such as wastewater, air pollution, solid waste, and hazardous waste. Impacts of environmental pollution. Environmental quality standards. In-plant waste management. Stream sanitation surveys. Industrial wastes technology and control as well as concept designs. Waste management and treatment methods. Hazardous wastes and disposal methods. Remedial measures for treatment and disposal of industrial wastes.
CHE530	INDUSTRIAL WASTE TREATMENT	Biochemical engineering principles of the industrial microbial and enzyme. Processes that cover the following topics: kinetics of enzyme catalyzed reaction, isolation and utilization of enzymes, metabolic pathways and energetics, kinetics of microbe-catalyzed reactions, transport phenomena in microbial systems, design and analysis of bio-reactors, pure culture fermentation and downstream processing.
CHE540	BIOCHEMICAL ENGINEERING	Basic refrigeration cycles. Heat driven cooling principle. Equipment in cooling system. Refrigerants. Phychrometry. Cooling load calculation. Absorption refrigeration cycle. Adsorption refrigeration cycle. Chemical reaction refrigeration cycle. Ejector refrigeration cycle. Duplex-Rankine cycle. Desiccant cooling cycles. Evaporative cooling. Heat sources for heat driven cooling cycles. Applications of heat driven cooling system.
CHE544	HEAT DRIVEN COOLING TECHNOLOGY	Biopharmaceutical engineering overview (drug development process and types of products, i.e. monoclonal antibodies, vaccines and biosimilars). Protein structure and function. Cell line developments. Biopharmaceutical production upstream production process (primary production, fermentation, bioreactors) and downstream production process (recovery, purification, formulation and filling). Quality control and quality assurance as well as cGMP requirements for biopharmaceutical production.
CHE547	INTRODUCTION TO BIOPHARMACEUTICAL ENGINEERING	Introduction. Types of polymers. Bonding in polymers. Stereoisomerism. Polymer morphology. Polymer synthesis. Molecular weight characterization and determination (Osmometry, Light scattering, viscosity measurement, gel permation chromatography). Polymer solubility and solutions. Transitions in polymers: glass transition temperature and melting. Polymer processing. Industrial polymer: plastics, resins, natural and synthetic rubbers.
CHE554	COMBUSTION ENGINEERING I	The importance of chemical kinetic and transport processes in combustion. Ignition of fuel. Droplet vaporization and combustion. Combustion of solid and gaseous fuels. Structure and stability of laminar and turbulent flame. Mechanism and kinetic of pollutants formation during combustion.
CHE556	FUEL CELL TECHNOLOGY	Principle and current technology of fuel cells. Fundamental of fuel cell, classification and types of fuel cells, basic cell components and operation, reviews of electrochemistry and thermodynamics of fuel cell, electrochemical kinetics at electrode, heat and mass transfer in fuel cell, charge and water transport in fuel cell, simulation model for analysis and design of fuel cells.
CHE557	SUSTAINABLE HYDROGEN TECHNOLOGY	Comprehensive and logical knowledge of hydrogen properties, hydrogen production, storage and utilization. Understanding of hydrogen safety and general introduction to infrastructure requirement to promote hydrogen economy. Explore R&D opportunities in hydrogen technologies.
CHE558	BATTERY TECHNOLOGY	The course will focus on electrochemical energy storage, for instance, lead-acid batteries, nickel-metal hydride batteries, alkaline batteries, and lithium batteries, etc. The following topics: fundamental and theory, operational factors of battery systems, charging methods, mathematical modeling of battery, battery management system, applications for electric drive vehicles including safety, and disposal and recycling procedures will be covered in this course.
CHE573	PROBLEM SOLVING IN CHEMICAL ENGINEERING	This is an introduction course in engineering problem solving and design which consists of problem definition and identification, techniques in data analysis, strategies in problem solving with engineering approaches, decision making and evaluation as well as optimization.
CHE610	INTERMEDIATE TRANSPORT PHENOMENA	Formulation and rigorous analysis of the laws governing transport processes of momentum, heat, and mass. Molecular transport, concepts of transport coefficient by shell balance techniques, equations of change for multi-dimensional transport, transport with more than two independent variables, turbulent flow, transport between phases, and macroscopic balances.
CHE642	CHEMICAL REACTION ENGINEERING	Advanced topics in reactor design: nonideal flow and nonisothermal reactors, effect of mixing on reactor operation, scale up techniques, adsorption and heterogeneous catalysis, optional design of various types of chemical reactor, arrangements and reactor stability analysis.
CHE643	PETROLEUM AND PETROCHEMICAL PROCESS CHEMISTRY	Part I: Crude oil chemistry, Characterization, and assay. Petroleum/refinery processing units. Isomerization unit, CCR Platformer, Hydrocracker, Hydrogen Manufacturer. Crude Distillation unit (CDU), Fluidized Catalytic Cracking Unit (FCCU), High Vacuum Unit (HVU), Petroleum products such as LPG, motor gasoline (Mogas), jet fuel, kerosene, gas oil, diesel, residual fuel oil, bitumen, lubricating oil, and sulfur. Part II: Review of fundamental organic chemistry, Introduction to polymers, Classification of polymers, Chemical bonding and molecular structures, Polymer morphology (crystallinity), Phase transitions in polymers, Polymer properties, Polymer synthesis (polymerization types and techniques), Polymer processing.
CHE644	APPLIED CHEMICAL ENGINEERING THERMODYNAMICS	Applied thermodynamics. Gas-liquid equilibrium. Liquid-liquid equilibrium. Cubic equations of state such as Peng-Robinson and Redlich-Kwong-Soave. Activity coefficient models such as Wilson, NRTL, and UNIQUAC. Selection of physical property package in process simulation.
CHE651	MATHEMATICAL ANALYSIS FOR CHEMICAL ENGINEERING	Mathematical formulation and solution of problems drawn from the fields of heat and mass transfer, fluid mechanics, and reaction kinetics employing ordinary differential equations and partial differential equations. Analytical solutions and numerical solutions of differential equations.
CHE654	COMPUTER APPLICATIONS FOR CHEMICAL ENGINEERING PRACTICE	History and background of chemical process simulation. Sequential modular approach vs. equation-oriented approach. Flowsheet partitioning and determination of tear streams. Mass balance and degree of freedom analysis using elementary modules. Steady-state simulation with ASPEN PLUS including sensitivity analysis, design-specifications, calculator blocks, and flowsheet convergence. In-depth coverage of physical property methods and applied thermodynamics used in simulation.
CHE656	PROCESS ANALYSIS AND MODELING	System and chemical process analysis and dynamic modeling. Simple and complex flow tanks which are open and closed. Batch and semi-batch reactors with various kinetically-controlled reactions. Batch distillation. Analytical solutions and numerical solutions from MATLAB solvers.
CHE658	FUNDAMENTALS OF PROCESS DYNAMICS AND CONTROL	The course has been designed to introduce students to the elements of systems engineering and its applications in chemical engineering practice. Emphasis is placed on developing skills in problem formulation, system synthesis, use of analytical tools, and group dynamics. Some of the topics to be presented include: graph theory as applied to system engineering problems, sequential modular and equation oriented process modeling tools (ASPEN PLUS and Speed Up) mathematical programming.
CHE659	OPTIMIZATION OF CHEMICAL PROCESSES	Overview and introduction to process optimization, Optimization problem types, Optimization methods, Optimization using Excel and GAMS, Large-scale flowsheets, Optimization Using Aspen Plus, Data reconciliation, Design under uncertainty, MINLP boiler to fleet case study, and Real-time optimization (RTO)
CHE670	BUSINESS MANAGEMENT FOR CHEMICAL INDUSTRY	Introduction to engineering management, Overview of petrochemicals plants, overview of manufacturing , manufacturing strategy, performance measurement, supply chain management, production management, safety management, knowledge management, organization management tools, Market sourcing, opportunities, marketing research, demand & supply, market & price forecast, product life cycle, marketing plans & strategies.
CHHD102	INTRODUCTION TO ANATOMY AND BODY SYSTEMS FOR HEALTH DATA SCIENCE	This course materials include location and structure of organs, location and structure of tissue, types of tissue, bones, muscles, blood cells, blood circulation of organs, human gross, microscopic anatomy of organs systems, systemic physiology.
CHHD302	HEALTH CARE MANAGEMENT AND HEALTH ECONOMICS	This course materials include basic health care management, healthcare human resource management, performance management, financial management, project management, strategic management and problem-solving, quality management and change management, business aspects of health care management, purpose and limitations of economic analysis and evaluation, public and private perspectives, analysis of costs, performance and effectiveness, cost-effectiveness and cost benefit analysis.
CHHD303	SEMINARS IN HEALTH DATA SCIENCE	This course emphasizes the development of skills in academic presentation in the topic of health data science.
CHHD304	INTRODUCTION TO PRECISION MEDICINE	This course materials include the concepts and principle of precision medicine, introduction to DNA sequencing technology and phenotyping techniques, population genotyping approach to precision medicine, computational technique in precision medicine, big data handling, association between genetic alteration and the cause of disease, associated ethical and social issues.
CHHD305	EXPERIMENTAL TECHNIQUES IN MOLECULAR BIOLOGY	This course materials include PCR, real-time PCR, microarray, electrophoresis, molecular hybridization, sequencing technology, cloning, mutagenesis, mutagenomics, genomics, mass spectrometry, proteomics, transcriptomics, and metabolomics.
CHHD306	INTRODUCTION TO ONCOLOGY	This course materials include tumor biology, causes of cancer, cancer related genes, oncogenes, tumor suppressor genes, biological behavior of tumors, cell cycle control and apoptosis, transformation process, tumor progression and metastasis.
CHHD307	INTRODUCTION TO NUTRITION AND HEALTH	This course materails include relation between nutrients and malnutrition, digestion system, the use of nutrients in the body, metabolism of carbohydrate, protein, fat, vitamins and minerals, water and electrolytes.
CHHD308	CLINICAL MICROBIOLOGY	This course materials include characteristics of the microorganisms, pathogenic bacteria, pathogenic virus,pathogenesis, laboratory identification and diagnosis, spread and control of the infections and/or disease, antimicrobial agents, antibiotic resistance mechanisms.
CHM10101	ELEMENTS AND COMPOUNDS	The students will study atomic structure, utilization of periodic table including representative and transition elements, chemical bonding in compounds, mole, elemental composition, empirical formula and molecular formula through lecture-based learning integrated with exercises and in-class activities
CHM10102	CHEMICAL REACTION, KINETICS AND EQUILIBRIUM	The students will study on stoichiometry, chemical kinetics, chemical equilibrium, acid-base equilibrium, pH calculation, buffer solution, multi-steps equilibrium, titration through lecture-based learning integrated with exercises and in-class activities
CHM10201	MATTERS AND CHANGES	The students will study the relationship of intermolecular forces between molecules, properties of solid, liquid and gas, structure of crystals and crystal defects and utilization, phase change, solution and colligative properties through lecture-based learning integrated with exercises, in-class activities and related laboratory (Experiments on gas, solubility and colligative properties)
CHM103	FUNDAMENTAL CHEMISTRY
CHM10301	ELEMENTS AND COMPOUNDS	The students will study atomic structure, utilization of periodic table including representative and transition elements, chemical bonding in compounds, mole, elemental composition, empirical formula and molecular formula through lecture-based learning integrated with exercises and in-class activities
CHM10302	MATTERS AND CHANGES	The students will study the relationship of intermolecular forces between molecules, properties of solid, liquid and gas, structure of crystals and crystal defects and utilization, phase change, solution and colligative properties, chemical reaction, stoichiometry, and concentration of solution using lecture integrated with exercises and in-class activities.
CHM10303	KINETICS AND EQUILIBRIUM	The students will study on chemical kinetics, chemical equilibrium, acid-base equilibrium, pH calculation, buffer solution, redox reaction, equilibrium in electrochemical cells, and utilization of electrochemical cells through lecture-based learning integrated with exercises and in-class activities
CHM104	EXPLORATION OF CHEMISTRY	Motivation in Learning. Understanding the career pathway in chemistry. Exploration some interesting researches and innovation via a group seminar and demonstation. Enhancing students self-efficacy via a scientific project.
CHM105	CHEMICAL SAFETY	Classification of chemicals and their labeling. Safety data sheet. Chemical and waste management. Safety standards and safety practice in laboratory. Personal protective devices. Laws and regulations concerning chemicals. Prevention of accidents from hazardous chemicals. Laboratory safety inspections and chemical risk assessments.
CHM160	CHEMISTRY LABORATORY
CHM161	GENERAL CHEMISTRY LABORATORY	Practice on laboratory techniques in topics concurrent with CHM 101
CHM201	STATISTICS FOR CHEMISTS	Applications of statistics in science, probability, probability distribution, Bernoulli and Poisson distribution, sampling, estimation and hypothesis testing, variance analysis, regression analysis. Using the statistical program such as SPSS to analyse experimental data.
CHM202	DIFFERENTIAL EQUATIONS FOR CHEMISTS	Introduction to differential equation, definitions, examples, geometric interpretation. Applications of first order linear and non-linear equation, the general n-th order linear equations, solving by operational method, undetermined coefficients, variation of parameters. Applications in Chemistry, solutions in series, Legendres equation, Bessels equation.
CHM211	ORGANIC CHEMISTRY I	Chemical structures of organic compounds, functional groups, stereochemistry of organic compounds, physical and chemical properties, chemical reactions and their mechanisms of alkane, alkene, alkyne, aromatic, alkyl halide and alcohol compounds.
CHM212	ORGANIC CHEMISTRY II	Physical properties, preparations, reactions and mechanisms of alcohols, glycols, ethers, epoxides, aldehydes, ketones, unsaturated carbonyl compounds, carboxylic acids and their derivatives, amines and diazonium salts and polynuclear aromatic compounds. Chemistry of macromolecules. Chemical structures, physical and chemical properties, and sterochemistry of carbohydrates, proteins, lipids and polymers.
CHM214	ORGANIC CHEMISTRY	Structural organic chemistry, alkenes, alkenes, alkynes, alkyl halides. Stereochemistry. Alcohols and glycols. Ethers and epoxides. Aldehydes, ketones, Carboxylic acids and Amines.
CHM215	ORGANIC CHEMISTRY
CHM221	ANALYTICAL CHEMISTRY I	Statistical treatment for analysis of experimental data and error. Quantitative analysis based on gravimetric and volumetric method. Separation techniques. Solvent extraction. Chromatography. Electrophoresis.
CHM222	ANALYTICAL CHEMISTRY II	Topics in the field of electroanalytical chemistry. Potentiometry. Electrogravimetry. Coulometry. Voltammetry. Polarography. Stripping technique. Conductometry. Related techniques.
CHM223	ANALYTICAL CHEMISTRY AND INSTRUMENTAL ANALYSIS I	Statistical treatment for analysis of experimental data and error. Gravimetric analysis. Volumetric analysis. Solvent extraction. Separation. Chromatography.
CHM224	ANALYTICAL CHEMISTRY AND INSTRUMENTAL ANALYSIS II	Instruments and applications of electrochemistry and spectroscopy: Potentiometry. Electrogravimetry. Conductometry.Voltametry. UV-Visible spectrometer. Atomic Absorption Spectrometer. Inductively Coupled Plasma Spectrometer. Fluorescence Spectrometer. Fourier Transform Infrared Spectrometer.
CHM241	PHYSICAL CHEMISTRY I	Properties of gases, perfect and real gases, equations of state of gases. Thermodynamics in chemical systems including their applications in various chemical systems. Phase equilibria in one-compounent and multicomponent systems. Electrochemistry, solutions of electrolyte, behavior of ions in solution.
CHM251	FUNDAMENTAL OF MATERIAL AND ENERGY BALANCES FOR INDUSTRIAL CHEMISTRY	Basic calculations in chemical engineering. Chemical and physico-chemical properties and processes such as humidity, saturation, solubility and crystallization. Thermal properties such as heat of reaction, heat of solution and heat of mixing. Material and energy balances on steady and unsteady state processes. Material and energy balances on multiple units, recycling, bypassing and purging. Simultaneous uses of material and energy balances. Basic reactors and chemical process diagrams in chemical industries.
CHM260	BASIC TECHNIQUE IN ANALYTICAL AND ORGANIC CHEMISTRY LABORATORY	Practical experiments in analytical chemistry relevant to CHM 221 Analytical ChemistryI and basic techniques of organic chemistry laboratory.
CHM261	ORGANIC CHEMISTRY LABORATORY I	Basic techniques of organic chemistry laboratory: melting point determinations, solvent extraction, crystallization, distillation and chromatography. Stereochemistry, classification tests of organic compounds and synthesis of simple organic compound.
CHM262	ORGANIC CHEMISTRY LABORATORY II	Organic chemistry laboratory techniques for synthesizing organic compounds
CHM263	ANALYTICAL CHEMISTRY LABORATORY I	Practical experiments in analytical chemistry relevant to CHM 221 Analytical Chemistry I
CHM264	ANALYTICAL CHEMISTRY LABORATORY II	Practical experiments in analytical Chemistry relevant to CHM 222 Analytical Chemistry II.
CHM265	ANALYTICAL CHEMISTRY AND INSTRUMENTAL ANALYSIS LABORATORY I	Practical experiments in analytical Chemistry relevant to CHM 223 Analytical Chemistry and Instrumental Analysis I.
CHM266	ORGANIC CHEMISTRY LABORATORY	Basic organic techniques involving crystallization, distillation, sepatation of organic compounds. Classification tests for functional groups. Study of stereochemistry of organic compounds. Preparation and properties of polymers.
CHM267	ANALYTICAL CHEMISTRY AND INSTRUMENTAL ANALYSIS LABORATORY II	Practical experiments in analytical Chemistry relevant to CHM 224 Analytical Chemistry and Instrumental Analysis II.
CHM311	ORGANIC CHEMISTRY III	Physical and chemical properties and preparation of heterocyclic compounds containing nitrogen and other heteroatoms. Methodology and strategy for synthesis of organic compounds. Reactions involving formation of CC bonds and ring formation, oxidation-reduction reactions, reactions of organometallic compounds. Pericyclic reactions. Retrosynthetic method.
CHM312	SPECTROMETRIC IDENTIFICATION OF ORGANIC COMPOUNDS	Basic theories of ultraviolet, infrared, nuclear magnetic resonance spectroscopies and mass spectrometry. Structural analysis of organic compounds from their spectra.
CHM321	INSTRUMENTAL METHODS OF CHEMICAL ANALYSIS I	Theories, instruments and applications of spectroscopy: Absorption, emission and luminescence of atoms and molecules in ultraviolet- visible and infrared regions.
CHM322	INSTRUMENTAL METHODS OF CHEMICAL ANALYSIS II	Theories, instruments and applications of thermal analysis, chromatography, hyphenated technique. Related technique.
CHM331	INORGANIC CHEMISTRY I	Use of basic quantum mechanical theories for explanation of physical meanings and derivation of atomic model. Explanation of atoms by wave mechanical models and the distribution of electrons in atoms. Designation of term symbols to identify atomic states. Types of chemical bonding and theories of ionic bond. Calculation on unit cell and crystal lattice. Explanation of covalent – ionic bonds by FajansRules. Wave mechanical theories for covalent bonding. Valence bond theory and hybridization related to covalent structures by use of Valence shell electron pair repulsion (VSEPR) concept. Molecular orbital theory.
CHM332	INORGANIC CHEMISTRY II	Molecular symmetry, group theory and character table. Mulliken symbols and the application of symmetry groups. Coordination chemistry: molecular formula, nomenclature of coordination compounds and the types of isomerism. Magnetic properties. Theory concerning bonding of coordination compounds: valence bond, crystal field, ligand field theories. Spectrochemical series with applications relating to crystal field and molecular orbital theory.
CHM342	PHYSICAL CHEMISTRY II	Kinetic theory of gases and transport processes. Chemical kinetics, rate equations and mechanisms, complex reactions, reactions in solutions, catalysis. Chemistry of surfaces, surface tension, surface films, thermodynamics of liquid interfaces. Adsorption of gases on solids.
CHM343	PHYSICAL CHEMISTRY III	Quantum chemistry: the Schrdinger equation for some simple systems. Atomic structure. Molecular orbital treatments of chemical bonding. Molecular structure. Valence bond theory. Atomic spectroscopy and molecular spectroscopy.
CHM351	FUNDAMENTAL OF TRANSPORT PHENOMENA	Fluid statics, Momentum, energy and mass balance, differential equations of motion, continuity, energy and mass, Momentum boundary-layer theory, basic mechanisms of heat transfer, conduction, convection and radiation heat transfer, heat transfer equipment, basic mechanisms of mass transfer, diffusion and convection mass transfer, mass transfer equipment
CHM352	INDUSTRIAL CHEMISTRY PROCESS	Principal equipment used in chemicals industry, important industrial processes in terms of production and transformation in industrial chemistry corresponding to basic chemistry, raw material and product, chemical reaction and energy in chemical processes, process flow diagram, and reactor, in some chemicals industries in Thailand; water treatment process, petroleum and petrochemical industrial process, starch and sugar process, cement process, pulp and paper, industrial waste treatment and etc. and safety in chemical process.
CHM353	CATALYST AND REACTOR DESIGN	Basic knowledge in catalyst, catalyst preparation and characterization, chemical kinetics and basic reactor design, reaction rate, reactor design equation; multiple reaction, adsorption and reaction on solid catalyst surface, selectivity of catalyst, catalyst deactivation and regeneration, application of heterogeneous catalyst in industry.
CHM355	POLYMER SCIENCE	Introduction to polymers. Polymerization reactions. Mechanism and kinetics of polymerization reactions. Copolymerization. Polymerization systems. Molecular weights and molecular weight distribution. Molecular weight control. Molecular structure and morphology. Crystallization. Mechanical properties. Viscoelastic property. Factors related to physical and mechanical properties. Thermodynamics of solutions and blends.
CHM356	POLYMER TECHNOLOGY	Plastic technology including plastic materials and compounding, additives for plastics, shaping technology, processing and machinery for extrusion, injection molding, blow molding, thermoforming, and rotational molding. Rubber technology including rubber chemicals and compounding, additives for rubbers, standard testing methods, vulcanization process, various rubber products and processing, and recent development in rubber technology. Polymer composite technology including definition and types of composites, polymers and fibers for composites, processing techniques for thermoset and thermoplastic composites, applications and advances in polymer composites.
CHM362	INORGANIC CHEMISTRY LABORATORY I	Experiments: synthetic of coordination complex. Laboratory techniques in magnetic and spectroscopic properties, conductivity, polarimetry and kinetic study.
CHM363	INSTRUMENTAL METHODS OF CHEMICAL ANALYSIS LABORATORY I	Practical experiments in instrumental techniques relevant to the topics in CHM 321 Instrumental Methods of Chemical Analysis I
CHM365	PHYSICAL CHEMISTRY LABORATORY I	Experiments in thermodynamics and kinetics. Measurements of some physical properties of matter. Viscosity. Refractive index. Conductivity, etc.
CHM367	BIOCHEMISTRY LABORATORY	Practical experiments in biochemistry relevant to CHM 371 Biochemistry and interesting topics in biotechnology.
CHM371	BIOCHEMISTRY	Chemical and physical properties of biological materials: carbohydrates, lipids, proteins, nucleic acids and coenzymes. Chemistry of life processes and the metabolism of biologically important compounds. Biosyntheses of nucleic acids and proteins. Mechanism of enzymes and enzyme kinetics. Selected interesting topics in biochemistry.
CHM380	INTRODUCTION TO INDUSTRIAL POLLUTION, TREATMENT AND CONTROL	Sources and characteristics of wastewater, air pollution and hazardous wastes generated from industries. Chemical analysis of water and wastewater. Principle of waste reduction. Waste treatment technologies. Recycle and reuse. Laws and regulations in industrial effluent controls and treatment. Activities to supplement learning in related content
CHM382	FUNDAMENTAL OF WATER AND WASTEWATER TREATMENTS	Characteristics of raw water for producing tap water (ground water, surface water), consumer water and wastewater. Basic principles of water quality purification. water treatment for tap water production. Wastewater treatment processes by chemical, chemical-physical and biological methods. Treatment of sludge from biological wastewater treatment.
CHM397	MINI PROJECT	Learning research methodology in practice. Design experiments and perform a small chemistry project for solving hypothesis or problems under the guidance of an advisor. Project time-period of 3-4 weeks. Writing a project report and presenting project results.
CHM398	LITERATURE SURVEY AND SEMINAR	Systematic retrieval of science and technology information. Presentation of selected interesting article and related articles retrieved from the current journals and papers in chemistry or related fields.
CHM399	CHEMISTRY TRAINING	Practical training in industry or governmental organization for at least 6 weeks during summer session.
CHM412	INTRODUCTION TO PETROCHEMISTRY	Occurrence of petroleum. Structure and properties of natural gas and crude oil. Olefinic-based petrochemicals. Aromatic-based petrochemicals. Methane and its derivatives. Development and trend of petrochemical industries in Thailand.
CHM451	NANOTECHNOLOGY	Definition, history and the importance of nanotechnology. Classification of nanotechnology. Size-dependent properties resulted from nanoscale structure. Synthesis and processing methods for nanomaterials. Characterization techniques. Applications. Direction future and risks of the uses of nanotechnology.
CHM481	UNIT OPERATIONS AND DESIGN IN WASTEWATER TREATMENT SYSTEMS	Theories, operations and control of physical, chemical and biological unit processes in wastewater treatment systems. Flow rate calculation and collection. Wastewater treatment systems design. Domestic wastewater systems.
CHM485	CHEMISTRY AND MANAGEMENT OF HAZARDOUS MATERIALS AND WASTES	Basic of waste management in environment. Characteristics and regulatory process of hazardous materials used, and wastes generated in industrial. Pollution preventions, management strategies, risk assessment, life cycle analysis. Minimization process. Toxic reduction. Recovery. Stabilization and solidification for hazardous wastes. Disposal of hazardous wastes
CHM495	INDUSTRIAL COOPERATIVE LEARNING	Practical training in industry for 10 weeks. Learn and practice chemistry skills to solve real-world problems in various industrial settings. Each students must submit full report and conduct an oral presentation concerning industrial cooperative-experience.
CHM495	INDUSTRIAL COOPERATIVE LEARNING PREPARATION	Processes of cooperative education. Work Ethics of Chemists. Rules. Structure and Roles of organization. Generic skills for working including calculating and data analyzing with Excel, journal report writing, academic presentation using story telling technique, communication and human relations.
CHM498	INDUSTRIAL COOPERATIVE PRACTICE	Practical training in an industrial sector or an external research unit. Learn and study real research problems or problems from the sector. Analyze and propose research project plan to solve problems using information technology, technical journals and research reports. Have experience as a researcher or chemist in using the equipment, instruments or specific tools during practical training. Synthesize and transfer the body of knowledge and skills gained by writing a journal to convey the experience from Industrial Cooperative Learning
CHM499	INDUSTRIAL COOPERATIVE PROJECT	Apply knowledge and skills in chemistry to carry out the research project proposed in CHM 498 Industrial Cooperative Practice. Analyze and evaluate the financial impact or values of research outcome toward the industrial sector or research unit. Summarize and submit a project progress report and a final report, and present the results.
CHM501	RESEARCH METHODOLOGY FOR TEACHERS	Step by step for researches. Formulating a research problem. Survey of literature and related research. Writing research project, report and article. Ethics in research.
CHM502	PHYSICAL CONCEPTS OF MATTER AND CHANGES	Orbitals and electron configurations by non-mathematical quantum theory. Periodic table and physical properties of atoms. Bonding. Ionic solids and ionic bonds. Valence bond theory, hybridization and molecular orbital theory. Acid-base model and donor-acceptor chemistry. Intermolecular-forces and matter properties. Phase transformation of matter. Thermodynamics and kinetics of chemical reactions.
CHM503	ANALYTICAL CHEMISTRY CONCEPTS FOR ENVIRONMENTAL APPLICATIONS	Statistical treatment of experiment data and error in analysis. Qualitative and quantitative analysis based on conventional and simple instrumental analysis. Application in environmental quality analysis.
CHM504	ORGANIC CHEMISTRY CONCEPTS AND INTEGRATED APPLICATIONS	Functional groups, chemical properties, physical properties, stereochemistry and important chemical reactions of organic compounds and applications integrated in biomolecule and polymers.
CHM512	CHEMISTRY OF NATURAL PRODUCTS	Introduction to natural products, e.g. definition of natural product, importance of natural products in human affairs, primary and secondary metabolites. General biosynthetic pathways of phytochemicals such as amino acids and proteins, carbohydrates, lipids and related compounds, alkaloids, phenolic compounds, terpenoids, and glycosides. Extraction, isolation, purification and identification of phytochemicals. Qualitative and quantitative estimations of some phytochemicals. Active constituents from other living organisms such as microorganisms and marine organisms. Pharmaceutical and biological activities, toxicities and applications of active constituents.
CHM513	FUNDAMENTAL OF COSMETIC SCIENCE	Introduction and history of cosmetics. Definition of cosmetics. Type and categories of cosmetics. Regulations essential for cosmetics of Thailand. Raw materials of cosmetics. Structure and functions of human hair, skin and nail. Skin-care products, e.g. skin cleansing products, skin-moisturizing products, anti-aging products, anti-wrinkle products, sun care products, deodorants and antiperspirants. Makeup cosmetics, e.g. face powder and pressed powder, lipsticks, rouge, eyeliner, nail enamel and enamel remover.
CHM551	CHEMICAL SAFETY AND MANAGEMENT	Understanding in hazard of chemical compounds; inflammable compounds, corrosive compounds, reactive compounds, and toxic compounds. Management of the hazardous materials; storage, usage, disposal and transportation. Prevention and treatment of accidents from exposure to some hazardous compounds.
CHM561	CHEMISTRY LABORATORY FOR TEACHERS	Laboratory based on the theories, principles and techniques in chemistry and applied chemistry.
CHM601	CHEMISTS AS ENTREPRENEURS	This course allows chemist students to develop their entrepreneurship spirit for building their business by using the approach of the design thinking process. Next, students have to develop both concepts and MVP of their proposed solution for solving those customers needs. Consequently, the customer would verify their proposed solution during the second phase of problem-solution fit. At least, students would develop and present their business model to identify both revenue model and cost structure of the business.
CIT660 CHM603	RESEARCH FOR LEARNING DEVELOPMENT IN SCIENCES	Concepts and theories involving research for learning development in sciences. Analysis in researches involving scientific project. Design and research issue identification. Research processes. Analysis in quantitative and qualitative data. Conclusion and discussions. Exchange of ideas and knowledge from research processes.
CHM605	DATA ANALYSIS USING COMPUTER PROGRAMS	Principles and concepts of statistical analysis, t-test, analysis of differences; analysis of variance (ANOVA); correlation analysis emphasis on the use of computer programs.
CHM607	RESEARCH METHODOLOGY FOR INDUSTRIAL CHEMISTRY	Basic knowledge about research. Overview of the research methodology including definition of the problem in research, literature review, research design, statement of hypothesis, research variables, population and sample, tools of data collection, collection of data, statistical analysis of data, data analysis presentation and writing research report and technical paper writing for publications. Research proposal. Research code of conduct.
CHM608	METHODOLOGY OF EXPERIMENTAL DESIGNS FOR INDUSTRIAL CHEMISTRY	Principles of design of experiments such as Factorial designs, Box-Behnken designs, Central composite designs, Taguchi designs, etc. Statistical analysis of data involving on statistical techniques in experimentation such as analysis of variance, fitting regression models, data analysis response surface methodology and other approaches to process optimization, etc. Applications of statistical package.
CHM609	GREEN CHEMISTRY FOR SUSTAINABILITY	Circular economy. Waste minimization. Green chemistry principles. Design and synthesis for safer and environmental friendly chemicals and products. Code of practices in chemical safety. Laboratory safety standards. Case study.
CHM611	ADVANCED ORGANIC CHEMISTRY	Structure and theory to the study of organic reaction mechanisms, stereochemical features including conformation and stereoelectronic effects, reaction dynamics, isotope effects, molecular orbital theory e.g. substitution, addition, elimination, rearrangement, oxidation and reduction.
CHM616	NATURAL PRODUCTS AND APPLICATIONS	Introduction to the chemistry of naturally occurring compounds including their occurrence, classification, isolation, identification and applications of natural products.
CHM621	SEPARATION TECHNIQUES AND ANALYTICAL SPECTROSCOPY	Theories and applications of physical and chemical methods widely used in separation techniques and spectroscopic theories i.e. precipitation, distillation, extraction, fractionation, chromatography, ultraviolet/visible, fluorescence, infrared, atomic absorption spectroscopy, inductively coupled plasma atomic emission spectroscopy, and current techniques used in analytical chemistry.
CHM623	ANALYSIS AND VALIDATION OF ANALYTICAL CHEMISTRY BY STATISTICS	An application of statistics in analytical chemistry method validation and an overview of regulatory expectations related to statistical analysis and the review of common statistical techniques used to analyze analytical method validation data such as mean, standard deviation, confidence intervals, linear regression, spiking method, and tolerances.
CHM625	SPECIAL TOPICS IN ANALYTICAL CHEMISTRY	Selected topics from current active areas in analytical chemistry including research in method development and applications.
CHM650	POLYMER CHEMISTRY	Introduction to molecular chains, classification and nomenclature of polymer, polymerization reaction and system, kinetic of polymerization, molecular weight and molecular weight distribution, molecular weight control, copolymerization, polymerization system, structure and morphology of polymer, polymer conformation, thermodynamics of polymer solution, networks gels and rubber elasticity, glass transition, crystalline polymers, linear viscoelasticity, mechanical properties of polymers.
CHM651	POLYMER CHARACTERISATION	Determination of molecular weight and molecular weight distribution using various techniques, e.g. based on end-group analysis, viscosity of polymer solution and gel permeation chromatographic technique (GPC), molecular structure analysis using spectroscopies, analysis of thermal properties, analysis of the crystallinity and the composition of polymer using X-ray diffraction, analysis of particle size, particle size distribution and surface and interphase properties of polymers using microscopies; analysis of rheological and viscoelastic properties, practical laboratories of polymer characterization and testing.
CHM652	RUBBER TECHNOLOGY	Structure composition classification and properties of natural rubber and synthetic rubbers, rubber additive, rubber formulation, compounding of rubbers, rubber blends, rubber composites and thermoplastic elastomer, rubber vulcanization systems, rubber processing, factors affecting the degradation of rubber products and prevention, viscoelastic property of rubber, mechanical properties and testing methods, quality control in the production process, progression in rubber, research in rubber and rubber technology, application in rubber industry and recycle of rubber.
CHM653	PLASTIC TECHNOLOGY	Fundamental of rheology, newtonian and non-newtonian fluid behaviours, viscoelastic properties, measurement of rheological properties, factors affecting rheological properties, principle and technology of polymer processing, process and machinery for injection moulding, extrusion, calendaring, rotational moulding, blow moulding, thermoforming, film blowing. Post-forming processes. Factors effecting on plastic processing.
CHM661	BIOMASS CONVERSION TECHNOLOGY	Sources of biomass. Types of biomass. Key components. Estimating the heating value. Processing process. Biomass conversion processes. Case Study. Practicing on characterization of biomass samples.
CHM680	INDUSTRIAL WATER PURIFICATION	Characteristics of natural water resources (surface water and groundwater) and treated water used in industrial activities. Chemical and physical processes in water purification for domestic, industrial and boiler used purposes, including coagulation-flocculation, filtration, chlorination, precipitation, adsorption, ion exchange, electrolysis and membrane separation. Water treatment process control and maintenance. Practicing on characterization of water samples.
CHM681	INDUSTRIAL WASTEWATER TREATMENTS	Basic principles of wastewater treatment. Effluent quality standards. Industrial wastewater characteristics. Industrial wastewater treatment process. Bar screen. Grit removal, sedimentation, Biological wastewater treatment units. Activated sludge process. Treatment and disposal of biological sludge. Practicing on characterization of surface wastewater samples.
CHM684	INDUSTRIAL HAZARDOUS CHEMICALS AND WASTE MANAGEMENT	Classification, evaluation, handling, storage, protection, treatment and disposal of hazardous chemicals and industrial wastes. Case study.
CHM714	ADVANCED ORGANIC REACTION MECHANISM	Concepts and classification of organic reaction mechanisms. Principles for writing and proposing reasonable organic reaction mechanisms. Theory involving mechanistic studies. Experimental design and methods of determining reaction mechanisms. Factors affecting organic reaction mechanisms.
CHM751	ADVANCED BIOCHEMISTRY	Fundamental Concepts and applied knowledge of Biochemistry and Organic Chemistry to understand certain daily phenomena in human body and physiology; for examples, Biochemistry in Reproductive system, Biochemistry of Health (Dietary, Obesity and Medical Nutrition), Biotechnology to cure Human Diseases and Biochemistry for Beauty.
CHM776	SUPRAMOLECULAR CHEMISTRY	Introduction and basic concepts of supramolecular chemistry. Intermolecular Interactions. Self assembly. Design and synthesis of supramolecular structures especially for organic compounds as optical chemosensors.
CHM777	ADVANCED SPECTROSCOPY	Instrumentation and spectroscopic theories of infrared, raman, nuclear magnetic resonance and mass spectrometry. Structural determination of organic compounds by spectroscopic methods. Performing experiments related to instruments based on spectroscopy.
CPE711	ELECTRICAL AND COMPUTER ENGINEERING SEMINAR	Oral presentation in public on the dissertation related topic or the progress of the dissertation.
CTE111	CIVIL ENGINEERING DRAWING I	Instruments and their uses, applied geometry, lettering, freehand sketches, dimensions notesandtolerancing, orthographic projection of points and lines, planes, and solids, pictorial drawings; isometric and oblique drawing and sketching, perspective view, auxiliary view, section view. practices in drawings. detail and assembly drawings, details of civil engineering and system facilities drawings,basic computer-aided drawing.
CTE112	CIVIL ENGINEERING DRAWING II	Basic principles of residential building design, components of building, two-story house architectural and structural working drawing and building system, specification of building codes for construction permission, computer aided drawing program, functions and commands, procedures and techniques for two and three dimensional civil technology drawing.Introduction to Building Information Management (BIM) Software.
CTE123	ENGINEERING MATERIALS	Atomic and crystalline solids structure. Defects and imperfections in solids. Diffusion. Mechanical behavior and properties. Dislocation and strengthening mechanisms. Phase diagrams. Phase transformations and thermal processing of metals. Metallic and non-metallic materials structures and their applications including ferrous alloys, non-ferrous alloys.Ceramics, polymers, composite, etc. Corrosion and degradation of materials.
CTE198	EXPERIENCE LEARNING FOR CIVIL ENGINEER TEACHER I	The essence of the subject is for students to learn about vocational educational institutions on issues related to policies, missions, organizational culture. Relationship of the Bachelor of Industrial Education curriculum Both in the civil engineering professional. Career progression path for graduates from the Bachelor of Industrial Education program in Civil Engineering field. Learners will have direct experience in vocational educational institution for no less than 45 hours.
CTE212	CONSTRUCTION TECHNIQUES WORKSHOP I	Study of structural elements such as foundation, beam, column, slab, roof truss, roof finishing, ceiling, wall, door, stair, rest room, sanitary tank, sanitary work and finishing material and other components on the building such as shelf and furniture. Training in the laboratory on basic wood work such as shoving, measuring and jointing.
CTE213	CONSTRUCTION TECHNIQUES WORKSHOP II	Study of structural elements of housing and/or commercial building. Construction techniques for reinforced concrete buildings staarting from foundation to roof structures. Students will have practical training on brick layering, mortar plastering, concrete work, wood formwork, rebar work, concrete casting, tiling, and floor finishing works.
CTE220	CONCRETE TEACHNOLOGY AND CONSTRUCTION MATERIALS	The fundamental engineering behaviors and properties of various civil engineering materials such as wood, steel, asphalt, and other civil engineering materials. Classification and properties of cements, aggregates, additives and admixtures, concrete mix design and quality control, testing of fresh and hardened concrete, properties of concrete, creep and shrinkage, guide to durable concrete, pozzolanic materials, introduction to high strength concrete.
CTE221	ENGINEERING MECHANICS	System of forces (in plane and 3D) on particles and rigid bodies, equilibrium of rigid bodies, distributed forces, analysis of simple trusses and frames, forces in beams and cables, friction, principle of virtual work and stability.
CTE223	MECHANICS OF MATERIALS I	Force and stress, stress-strain relationships, ductile and brittle failure, shear force and bending moment diagrams, deflection of beam, stress in beams, torsion, buckling of column. Mohrs circle and combined stress.
CTE224	MATERIALS TESTING LABORATORY	Study on the use of testing machine and gauges, calibration of testing machine, static bending test of wood, compression parallel and perpendicular of grain test of wood, shear parallel of grain test of wood, direct shear test of steel, tension and cold test of steel, compression and modulus of elasticity test of concrete, non destructive test of concrete, test of brick and concrete block, specific gravity and penetration test of asphalt, Load test of structure.
CTE241	SOIL MECHANICS	Soil formation, Index properties and classification of soil, Compaction, Flow of water in soil, Effective stresses, Stress distribution in soil mass, Shear strength of soil, Compressibility of soils and Earth pressure theory.
CTE242	SOIL MECHANICS LABORATORY	Atterberg limits, Grain size analysis, Specific gravity, Soil permeability test, Compaction test, Field density test, California bearing ratio test, Unconfined compression test, Direct shear test, Triaxial test, Consolidation test.
CTE251	SURVEYING	Introduction to surveying work and leveling, error and class in surveying, principles and application of theodolites, distance and direction measurement, error in surveying and acceptable error, data correction, triangulation; precise determination of azimuth, precise traverse plane coordinate system, precise leveling, topographic survey, map plotting; precise leveling, map projection, UTM coordinates and fundamental of GPS system.
CTE252	SURVEYING PRACTICES	Surveying practice will follow theorem in the lecture class. The practices emphasis on, how to get accuracy and precise field data in the required level of the theorem. First half of semester will start with horizontal distance measurement by tape, vertical distance measurement, vertical control traverse, profile leveling and cross-section leveling. The second half of semester starts with angle measurement and their application, vertical angle measurement, horizontal angle measurement, direction method, repetition method and repetition around a point, horizontal control traverse and producing topographic map.
CTE301	DEVELOPMENT OF BASIC SKILLS FOR CIVIL ENGINEER TEACHER	Development of external and internal personality for civil engineer teacher. Micro teaching skills: gestures, tone, story telling, explanation, gain attention, questioning and board writing. Facilitation skills : listening skills, capturing issues, learning atmosphere, organizing learning activities , spirit of teacher, morality and ethics of the teaching.
CTE302	TEACHING THEORY METHOD FOR CIVIL ENGINEER TEACHER	Design of course outline and lesson plan. Teaching planning for theory courses in civil engineering: content analysis, subject sequence and relationship, course objective, and expected learning outcome. Design of learning process in teaching theory course in civil engineering: understanding the nature of learners, learning style of learners, appropriate lesson, media, and teaching material. Student-centered teaching practice. Learning evaluation and assessment of expected learning outcome.
CTE303	WORKSHOP TEACHING FOR CIVIL ENGINEER TEACHER	Practical professional skill analysis for vocational civil engineering education. Components of workshop teaching. Workshop teaching system for developing practical professional skills. Teaching methods and techniques for workshop and laboratory teaching. Course planning and preparation for workshop and laboratory teaching. Teaching materials and teaching aids. Professional skill teaching practice. Safety in workshop and laboratory teaching. Learning evaluation in workshop teaching.
CTE307	TEACHING AND LEARNING INNOVATION FOR CIVIL ENGINEER COURSES	Application of technological tool and teaching approach for providing appropriate learning in vocational college. Adaptation and development technological tool and teaching approach to improve student knowledge and attributes. Solving problem and obstacle in learning process. Seek for learning approach and modern technology to enhance learning.
CTE321	REINFORCED CONCRETE DESIGN I	Design concepts with working stress design, properties of concrete and reinforcing steel bars, building codes requirements. Fundamental behavior in thrust, flexure, torsion, shear, bond and interaction among these forces. Design of reinforced concrete structural components: slabs, beams, columns,and footings by using working stress design. Project design practice of reinforced concrete building.
CTE322	STRUCTURAL ANALYSIS	Introduction to structural analysis: equilibrium of shear force, moment in beam and frame, analysis of truss. Deflections of beams and frames by methods of virtual work and strain energy, structures subjected to moving load, influence lines, analysis of statically indeterminate structures by method of consistent deformation, concept of long span structures.
CTE327	DESIGN OF STEEL AND TIMBER STRUCTURES	Structural steel production, Structural steel properties, Types of steel structures, Behavior and design of steel columns, beams, beam-columns, tension members, and connections using Allowable Stress Design (ASD). Properties of wood, Wood testing, History of timber structures, Allowable stress design (ASD) Standard for timber structures, Timber design for floors, beams, columns, and connections.
CTE328	DESIGN OF STEEL AND TIMBER STRUCTURES	Study on structural properties of steel and timber, behavior and design of steel and timber structures subjected to axial loads, bending moments, shear forces, and combined actions, design of joint connections of steel and timber structures, design of composite structures, design of built up members, design of plate girder. Principle of Allowable Stress Design (ASD), Allowable Strength Design (ASD), and Load and Resistance Factor Design (LRFD), design practices,construction technique.
CTE329	REINFORCED CONCRETE DESIGN	Design concepts of strength design, in comparison with working stress design, properties of concrete and reinforcing steel bars, building codes requirements. Fundamental behavior in thrust, flexure, torsion, shear, bond and interaction among each others. Design of reinforced concrete structural members by strength and working stress design concepts, design practice and construction technique.
CTE331	FLUID MECHANICS	Properties of fluid, fluid statics, macroscopic balance of mass, energy and momentum in steady incompressible flow, flow of inviscid fluid, similitude and dimensional analysis, phenomena of real fluid flow, steady incompressible flow in closed conduits, open channel flow, flow measurements.
CTE361	CONSTRUCTION ESTIMATING AND SPECIFICATION	Principle of estimating, construction equipments and materials, profit, bidding and tendering, case study of cost estimating. Construction contract, preparation of bidding documents. Engineering Economy and Financial Management.
CTE380	FIELD EXPERIENCE IN CIVIL ENGINEERING	Training in contruction or civil worksite corresponding to the expected learning outcomes of the curriculum , not less than 40 man-days or 320 man-hours.
CTE402	FACILITATION SKILL FOR CIVIL ENGINEER TEACHER	Characteristics and Skills of Facilitator, Deep Listening, Collaborative Thinking, Group Communication, Lesson Learned and Group process. Safe Learning Environment, Community of practice (CoP) and Professional Learning Community (PLC). Applied concept of facilitator in civil engineering course.
CTE408	DEVELOPMENT OF EXPERIENCE FOR CIVIL ENGINEER TEACHER	Practice by planning, observing, interviewing, creating knowledge by yourself to study the patterns and guidelines for teaching and learning management in vocational institutions. Concepts and experiences in vocational education Learning corporate culture Of vocational education Human relations in the organization Communication in the organization Study the learning management model Vocational level Problems and behavior of Vocational learners Interaction between teachers and learners promoting the development of vocational students Study planning Learning management Creating a learning management plan Experimental teaching in simulated situations And the real situation Test design Exam or measurement tool Examination of scoring tests and judging grades Study of the form and management of the internship, laboratory in specific fields
CTE409	STUDENT DEVELOPMENT BASED ON LEARNING OUTCOME	Concept of learning management focused on learner. Principles, concepts and theories in learning management emphasized outcome-based education (OBE). Design of learning management method to develop learning outcomes for learners. Writing learning outcome, selecting learning management method and measurement method align with of learning outcome, Development of learning tools and learning evaluation tools align with learning outcome.
CTE426	STRUCTURAL SYSTEMS AND BEHAVIORS	Reinforced concrete and steel structures, structural systems of buildings (i.e., moment frames, shear walls, roof trusses) and bridges (i.e., cable-stayed bridges, suspension bridges), history and development of structural systems, selection of structural system, short- and long-term behaviors of structures (i.e., residual stress, deflection and deformation of members due to external loads and temperature change, permanent deformation, creep, fatigue and fracture, durability of structures), repairing and strengthening of structures, modeling and analyzing of structures subjected to combined loading using computer.
CTE429	DESIGN AND CONSTRUCTION OF PRECAST CONCRETE MEMBERS	System of precast concrete members, theory background of the design of reinforced concrete member and prestressed concrete member, design and construction of flexural and compression members such as slabs, beam, wall, columns, design and construction of structural member connections such as foundation-column connection, beam-column connection, wall-wall connection. production in factory, transportation consideration, and installation techniques.
CTE443	FOUNDATION ENGINEERING	Subsurface investigations and samplings, shallow foundation design, capacity of pile foundation, foundation construction, foundation settlement prediction, earth pressure and retaining structures, excavation stability.
CTE451	HIGHWAY ENGINEERING	Historical development of highways; department of highway administration; principles of highway planning; traffic study; geometric design and operations; highway finance and economics; subgrade soils; flexible and rigid pavement design; highway materials; and construction and maintenance of highways.
CTE461	CONSTRUCTION MANAGEMENT	Project delivery system, organization and structure of construction industry, site layout, construction progress, scheduling tools: CPM, PERT, line of balance, network compression. Project control: construction regulation, safety in construction. Human resource management, quality assurance system.
CTE462	CONSTRUCTION LAWS AND CONTRACTS	Construction laws, construction management and safety, preparation and management of construction contracts and documents.
CTE463	COMPUTER APPLICATION AND INFORMATION IN CIVIL ENGINEERING	Types of Software packages for civil engineering, such as design, drawing, analysis, management. Application of programs for civil engineering. Evaluation check ,use of programs in civil engineering. Building Information Management (BIM) Software.
CTE469	SELF-DEVELOPMENT FOR BEING ENTREPRENEUR	Definition and characteristics of entrepreneur in civil , Types of Civil business, Stakeholders in civil business operations, Civil business development Planning and writing a business plan. Financial institutions to support business, business law, business ethics.
CTE471	CIVIL TECHNOLOGY EDUCATION PROJECT PROPOSAL	Students work either individual or in groups under supervision of faculty members. Each group is encouraged to develop a systematic research method to solve Civil Technology Education problems and related issues in industrial technology education in Thailand. New related technologies affecting to social and educational systems are studied, reported and proposed to fulfill further research and developments.
CTE472	CIVIL TECHNOLOGY EDUCATION RESEARCH PROJECT	Under supervision of a faculty members, students are encouraged to develop a systematic method of investigation and research involving civil technology and education in Thailand. Students contribution: follow the presented proposal process, progress monthly reports and present in the final defend with report.
CTE481	SPECIAL TOPIC I : BUILDING MAINTENANCE BUSINESS INNOVATION	Importance principle and the concept of building maintenance & Repair. Business operations of building maintenance. Building maintenance & Repair technique: column, beam, slab, wall, etc. Writing a report about the maintenance of the building. Field study of building maintenance & repair.
CTE483	SPECIAL TOPIC III : BUILDING MAINTENANCE TECHNIQUES	Importance principle and the concept of building maintenance & Repair. Business operations of building maintenance. Building maintenance & Repair technique: column, beam, slab, wall, etc. Writing a report about the maintenance of the building. Field study of building maintenance & repair
CTE483	SPECIAL TOPIC III : SEMINAR IN CIVIL TECHNOLOGY EDUCATION	Identify Problem in teaching and learning and/or civil engineering. Design and planning academic presentation and Present academic work in an appropriate format.
CTE484	SPECIAL TOPIC IV : INTRODUCTION TO BUILDING INFORMATION SYSTEM, BIM	Importance of building information system (BIM). Principle and concept of BIM. Data preparation for 3D model generating. Drawing a model compatible with BIM. Program computer supporting a BIM using in Thailand. Applied a computer program for generates a 3D model base on BIM. Input building data in the model such as door, brand, size, manufacturer, contact, etc. Apply the concept of the BIM model to suberate the amount of material and estimate, planning and controlling of the project.
CTE620	STRUCTURAL SYSTEM AND ANALYSIS	Introduction to structural systems such as trusses, continuous beams, frames, and hybrid structures. Structural analysis using stiffness and flexibility methods. Application to actual structural problems. Use of computer program for analyzing structures.
CTE623	PRESTRESSED AND PRECAST CONCRETE MEMBERS	Reviewing materials and methods used in prestressed and precast concrete, applications of prestressed and precast concrete in buildings and infrastructures, analysis and design of determinate beams, Calculation of short- and long-term deflections of precast beams, design of composite section of prestressed and precast concrete beams, design of prestressed and precast concrete structures subjected to compression and tension, production, transportation, and erection of precast concrete structures.
CTE624	INNOVATION IN CONCRETE TECHNOLOGY	Review of concrete technology. Chemical admixtures for concrete. Pozzolanic materials in concrete. Shrinkage and creep, High strength concrete, Durable concrete, Fiber reinforced concrete. Ferrocement.
CTE625	INFRASTRUCTURE SYSTEMS	Introduction to infrastructures, analysis and design of infrastructures (such as roads, bridges, overpasses, underpasses, tunnels, and dams), application of modern technology in infrastructures construction, environmental impact related to infrastructures.
CTE626	REPAIR AND RETROFIT OF STRUCTURES	Deterioration of civil engineering structures. Protection methods. Structural repair techniques. Rehabilitation and retrofitting of structures. Soil improvement techniques. Substructure repairs.
CTE631	ADVANCED FOUNDATION ENGINEERING	Applications of soil mechanics to foundation engineering problem, site investigation, stress distribution in soil mass, settlement analysis, bearing capacity, shallow foundations, pile foundations, retaining walls, excavation, bracing and anchoring, causes and remedials of foundation failures, applications of finite elements in geotechnical engineering, centrifuge modeling technique and applications.
CTE634	ADVANCED SOIL LABORATORY TESTING AND IMPROVEMENT	Basic of measurement theory, theory of sensors and transducers, measurement instruments for geotechnical testing, basic soil laboratory, advanced strength tests of soil, centrifuge modeling technique, cement stabilization (cement column), mechanical stabilization for retaining structures (geogrid and geomembrane), vertical drain dewatering technique.
CTE640	WATER RESOURCE FOR LIFE	Study of hydrology of surface water and groundwater. Study of unsteady and turbulent flows. Hydraulics of surface water. Sedimentary of river and coastal. Study about dams and harbors and also management of water resource.
CVE100	COMPUTER PROGRAMMING FOR CIVIL ENGINEERING	Computer concepts, computer components, hardware and software interaction, EDP concepts, program design and development methodology, high-level language programming.
CVE101	WORLD OF CIVIL ENGINEERING	Role of civil engineers in social and economic systems in the past and modern world, Basic knowledges about branches of civil engineering, Necessary skills, knowledges, and attitude for being good civil engineers, Ethics for engineers, Trends of emerging technologies in civil engineering in the future, Experience of working in different fields of civil engineering.
CVE111	ENGINEERING DRAWING	Instruments and their uses, applied geometry, lettering, freehand sketches, dimensions notesandtolerancing, orthographic projection of points and lines, planes, and solids, pictorial drawings; isometric and oblique drawing and sketching, perspective view, auxiliary view, section view. practices in drawings. detail and assembly drawings, details of civil engineering and system facilities drawings,basic computer-aided drawing.
CVE112	CIVIL ENGINEERING WORKSHOP	Fundamental of civil engineering drawing, construction shop drawing for civil engineering works, three-dimension drawing for civil engineering works, hand-sketch drawing, hand-skill workshop for civil engineering construction works, for example, carpentry works, wet trade works or steel works.
CVE131	ENGINEERING MECHANICS	System of forces (in plane and 3D) on particles and rigid bodies, equilibrium of rigid bodies, resultants, distributed forces, analysis of simple trusses and frames, forces in beams and cables, friction, principle of virtual work and stability. Introduction to engineering dynamics.
CVE200	STATISTICS FOR CIVIL ENGINEERING	Role of statistics in civil engineering. Probability. Discrete random variables. Continuous random variables. Joint probability distributions. Common discrete probability distributions. Common continuous probability distributions. Descriptive statistics. Sampling distributions and point estimation of parameters. Statistical intervals for a single sample. Tests of hypotheses for a single sample. Statistical inference for two samples. Simple linear regression and correlation. Other topics in linear regression.
CVE201	CIVIL ENGINEERING DESIGN I	Principle and mind set for design. Design teamwork. Building information modelling for civil engineering design. Application of computer software for analysis and design. Application of artificial intelligent (AI) and virtual reality (VR) in construciton and Design presentation. Principle of architecture design. Introduction to green building. Design project.
CVE216	PRINCIPLES OF FINANCE, INVESTMENT AND DECISION-MAKING	Investment decision, time value of money, rate of return analysis, depreciation and taxes, risk and return, cost-benefit analysis, payback period, sensitivity and breakeven analysis, financial statements and ratios, principles of decision-making, decision Tree, and linear programing, commercial laws, and Corporate Social Responsibility.
CVE221	SURVEYING	Introduction to surveying work and leveling, error and class in surveying, principles and application of Theodolites, distance and direction measurement, error in surveying and acceptable error, data correction, triangulation; precise determination of azimuth, precise traverse plane coordinate system, precise leveling, topographic survey, map plotting; precise leveling, map projection, UTM coordinates and fundamental of GPS system.
CVE223	SURVEYING PRACTICES	Surveying practice will follow theorem in the lecture class. The practices emphasis on, how to get accuracy and precise field data in the required level of the theorem. First half of semester will start with horizontal distance measurement by tape, vertical distance measurement, vertical control traverse, profile leveling and cross-section leveling. The second half of semester starts with angle measurement and their application, vertical angle measurement, horizontal angle measurement, direction method, repetition method and repetition around a point, horizontal control traverse and producing topographic map.
CVE225	SURVEYING FIELD CAMP	An eighty hours field camp. Field exercises include: plan and management surveying works, reconnaissance survey, alignment survey and traverse, volume and area of earth work by computer program, construction survey, contours, topographic map, drone mapping, GPS. In addition to group field reports on each exercise.
CVE231	ENGINEERING MECHANICS	System of forces (in plane and 3D) on particles and rigid bodies, resultants, equilibrium of rigid bodies, distributed forces, analysis of simple trusses and frames, forces in beams and cables, friction, principle of virtual work and stability. Introduction to engineering dynamics.
CVE232	ENGINEERING MECHANICS II	Kinematics and kinetics of particles: rectilinear and curvilinear motions, equation of motion, work and energy, impulse and momentum. Plane motion of rigid body : equation of motion, work and energy, impulse and momentum, introduction to vibration.
CVE233	MECHANICS OF MATERIALS	Forcesand stresses, stress-strain relationships, relationships, ductile and brittle failure, stress in beams, shear force and bending moment diagrams, deflection of beams, torsion, buckling of columns, Mohrs circle and combined stress, failure criterion.
CVE235	CIVIL ENGINEERING MATERIALS AND CONCRETE TECHNOLOGY	The fundamental engineering behaviors and properties of various civil engineering materials such as wood, steel, asphalt, and other civil engineering materials. Classification and properties of cements, aggregates, additives and admixtures, concrete mix design and quality control, testing of fresh and hardened concrete, properties of concrete, creep and shrinkage, guide to durable concrete, pozzolanic materials, introduction to high strength concrete.
CVE236	CIVIL ENGINEERING MATERIALS	Behaviors, properties, and test method for basic properties of various civil engineering materials such as steel, rebar, timber, cement, aggregates and concrete, mix design of concrete, an introduction about fundamental behavior and properties of additional civil engineering materials.
CVE237	STRUCTURAL ANALYSIS I	Introduction to structural analysis: equilibrium of shear forces and moments in beam and frame, analysis of trusses. Deflections of beams and frames by methods of virtual work and strain energy, structures subjected to moving loads, influence lines, analysis of statically indeterminate structures by method of consistent deformation, concept of long span structures.
CVE240	APPLIED MATHEMATICS FOR CIVIL ENGINEERS	Introduction to probability and statistics, matrix, solution of linear and nonlinear equations by numerical methods, solution of partial differential equations by separation of variables and numerical methods.
CVE281	FLUID MECHANICS	Properties of fluid, fluid statics, macroscopic balance of mass, energy and momentum in steady incompressible flow, flow of inviscid fluid, similitude and dimensional analysis, phenomena of real fluid flow, steady incompressible flow in closed conduits, open channel flow, flow measurements.
CVE300	INDUSTRIAL TRAINING	Practical training in an industry being not less than 6 weeks during summer vacation.
CVE303	MILESTONE DESIGN PROJECT	Information gathering on loads pertaining to laws. System design for load. Design of reinforced concrete members in building. Design of steel members in buildings. Design of building foundations.
CVE335	CEMENT AND CONCRETE MATERIALS	Classification and properties of cements, aggregates, additives and chemical admixtures, concrete production and quality control, properties of fresh and hardened concrete cement replacing materials, mix design of concrete, introduction to durability of concrete.
CVE335	APPLICATION OF CIVIL ENGINEERING MATERIALS	Production and quality control of concrete, Cement Replacing materials and chemical admixtures, Properties of fresh and hardened concrete, Introduction to durability of concrete, Procedures and cautions in constructions with different materials. Material selection guideline for different constructions such as pavement, highways, buildings, pre-cast construction, prestressed concrete construction, etc.
CVE336	MATERIALS TESTING LABORATORY	Study on the use of testing machine and gauges, calibration of testing machine, static bending test of wood, compression parallel and perpendicular of grain test of wood, shear parallel of grain test of wood, direct shear test of steel, tension and cold test of steel, compression and modulus of elasticity test of concrete, non destructive test of concrete, test of brick and concrete block, specific gravity and penetration test of asphalt, Load test of structure.
CVE337	STRUCTURAL ANALYSIS I	Introduction to structural analysis: load transfer mechanism, equilibrium of shear forces and moments in determinate structures and frames. Deflections of structures by methods of virtual work, conjugate beam, strain energy, structures subjected to moving loads, influence lines, analysis of statically indeterminate structures by method of consistent deformation.
CVE338	STRUCTURAL ANALYSIS II	General principles for statically indeterminate structures; degree of statically and kinematically indeterminacy, concepts of force and displacement methods, analysis of indeterminate structure by method of consistent deformation, theorem of Castigliano, three-moment equation, slope-deflection method, moment distribution, column analogy. Influence lines, introduction to matrix analysis of structure, Introduction to plastic analysis, approximate analysis.
CVE341	STEEL AND TIMBER DESIGN	Study on structural properties of steel and timber, behavior and design of steel and timber structures subjected to axial loads, bending moments, shear forces, and combined actions, design of joint connections of steel and timber structures, design of composite structures, design of built up members, design of plate girder, introduction to Load and Resistance Factor Design (LRFD), design practices.
CVE342	REINFORCED CONCRETE DESIGN	Design concepts of strength design, in comparison with working stress design, properties of concrete and reinforcing steel bars, building codes requirements. Fundamental behavior in thrust, flexure, torsion, shear, bond and interaction among these forces. Design of reinforced concrete structural members by strength and working stress design concepts, design practice and detailing construction technique.
CVE345	STEEL AND TIMBER DESIGN	Study on structural properties of steel and timber, behavior and design of steel and timber structures subjected to axial loads, bending moments, shear forces, and combined actions, design of joint connections of steel and timber structures, design of composite structures, design of built up members, design of plate girder, introduction to Allowable Strength Design (ASD) and Load and Resistance Factor Design (LRFD), design practices, construction technique.
CVE346	REINFORCED CONCRETE DESIGN	Design concepts of strength design, in comparison with working stress design, properties of concrete and reinforcing steel bars, building codes requirements. Fundamental behavior in thrust, flexure, torsion, shear, bond and interaction among these forces. Design of reinforced concrete structural members by strength and working stress design concepts, design practice and detailing construction technique.
CVE362	SOIL MECHANICS	Soil formation, index properties and classification of soils, compaction, permeability of soils, principle of effective stresses within a soil mass, stress distribution, compressibility of soils, shear strength of soil, earth pressure theory, slope stability bearing capacity.
CVE363	SOIL MECHANICS LABORATORY
CVE364	FOUNDATION ENGINEERING	Subsurface investigation, bearing capacity of foundation, spread and mat foundation design, pile and caisson foundation design, settlement analysis, earth pressure problems and retaining structures. Elementary of soil improvement construction technique.
CVE382	HYDRAULIC ENGINEERING	Application of fluid mechanic principles to study and practice of hydraulic engineering. design and analysis of piping systems, water hammer, turbines and pumps, open channel flow and design, sediment transport in stream, reservoirs, dams, spillways, hydraulic models, drainage.
CVE385	HYDROLOGY	Hydrologic cycle, watershed and measurements from topographic map, precipitation, streamflow, evaporation transpiration and evapotranspiration, infiltration, groundwater, hydrograph analysis and unit hydrograph theory, synthetic unit hydrograph, flood routing, probability concepts of hydrology, flood frequency analysis.
CVE386	HYDROSPHERE	This course introduces the basic topics of hydrology which include the study of landscapes and the variability of hydrological processes and the methods and tools for measuring components such as precipitation, evaporation, transpiration and runoff. The student would be able to estimate the risk and probability of occurrence of certain hydrologic events, and in particular, assess the magnitude of the rainfall, and runoff from a catchment. They will also be able to route the flood/flow through channel and reservoir, and conduct evaluation of the stage and potential of flooding.
CVE394	HYDRAULICS LABORATORY	Experimental works including presentation and analysis of results on fluid properties, fluid statics, principle of energy and momentum equation, energy loss in pipe, flow measurement in pipe, flow measurements in open channel, hydraulic jump, hydraulic machines.
CVE401	CIVIL ENGINEERING CAPSTONE PROJECT PROPOSAL	Preparation of a proposal report showing objectives, concepts, methodology, work schedule and budgetary for a selected project in the field of civil engineering.
CVE402	CIVIL ENGINEERING CAPSTONE PROJECT	Conduct the study of the approved project and present major findings in form of project report.
CVE403	SPECIAL TOPIC : COMPUTER APPLICATIONS IN CIVIL ENGINEERINGS
CVE403	SPECIAL TOPIC I : APPLIED ENGINEERING GEOLOGY	Rock cycle and rock types, Weathering processes, Engineering geological maps, Rock materials, Terzaghi’s Rock Load Theory, Rock Quality Designation (RQD), Rock Mass Rating (RMR), , Rock Mass Quality Q-system, Rock Mass Number (RMN), Rock Mass Index (RMI), Geological Strength Index (GSI), Slope Mass Rating (SMR), Strength of Discontinuities, Shear Strength of Rock Masses in Slopes, Foundation and Tunnel, Engineering Properties of Hard Rock Masses, Types of Failures of Rock Slopes, Support System and design, Method of Excavation, In Situ Stress, Allowable Bearing Rock Pressure for Shallow Foundations, Bridge, and Dam.
CVE403	SPECIAL TOPIC I : COMPUTER-AIDED ANALYSIS AND DESIGN OF STRUCTURES	application of computer software for analysis and design of structures such as columns, beams, slabs, buildings, bridges, tro.
CVE404	SPECIAL TOPIC 2 :HYDROLOGIC SIMULATION AND MODELS
CVE404	SPECIAL TOPIC I : CIVIL ENGINEERING MATERIALS AND TECHNIQUES	Behaviors, properties, and test method for additional civil engineering materials. Procedures and cautions in constructions with different materials. Material selection guideline for different constructions such as pavement, highways, buildings, pre-cast construction, prestressed concrete construction, etc
CVE404	SPECIAL TOPIC II : BUILDING INFORMATION MODELING FOR CIVIL ENGINEERING
CVE406	COOPERATIVE EDUCATION	Working in industry being not less than 1 semester.
CVE407	COOPERATIVE SEMINAR	Presentation for working with industry from cooperative education by the student.
CVE408	CIVIL ENGINEERING CAPSTONE PROJECT PROPOSAL	Preparation of a proposal report showing objectives, concepts, methodology, work schedule and budgetary for a selected project in the field of civil engineering.
CVE409	CIVIL ENGINEERING CAPSTONE PROJECT	Conduct the study of the approved project and present major findings in form of project report.
CVE411	MODERN CONSTRUCTION ENGINEERING AND TECHNOLOGY	Construction techniques and methods throughout construction processes, such as piling technique, substructure construction technique, superstructure construction technique, construction heavy equipment installation and management, interfacing technique for management of different project component (civil engineering work, mechanical engineering work, electrical engineering work and architectural work and etc.), site layout planning and management technique.
CVE414	CONSTRUCTION ESTIMATING AND SPECIFICATIONS	Contract (FIDIC), specifications, bidding documents, principle of estimating, construction equipment and materials, profit, Budding and tendering, case study of cost estimating.
CVE415	CONSTRUCTION MANAGEMENT	Project delivery system, organization and structure of construction industry, site layout, construction progress, scheduling tools: CPM, PERT, line of balance, network compression. project control: construction regulation, safety in construction . Human resource management, quality assurance system.
CVE426	DIGITAL PHOTOGRAMMETRY	Fundamental of photogrammetry and remote sensing, cameras and photography; flight planning; geometry of photograph; photogrammetric methods, mosaic, rectification, orthophotography, stereoscopic plotting.principles and operation of GPS with Photogrammetry, mapping and digital terrain model from digital photogrammetry
CVE444	PRESTRESSED CONCRETE DESIGN	Basic concepts of prestressing concrete, materials and equipment for prestressing concrete, flexural analysis and design, design for shear and torsional capacity, loss of prestressing force, deflections, design of prestressed concrete slab.
CVE448	FUNDAMENTAL OF FINITE ELEMENT METHOD	Review of matrix algebra and linear simultaneous equations, fundamental concepts of Flexibility and Stiffness method, matrix analysis of truss, beam and frames, overview of finite element method; plane stress and plan strain, element stiffness and analysis of various applications.
CVE464	FOUNDATION ENGINEERING	Subsurface investigation, bearing capacity of shallow foundation, settlement analysis shallow foundation design, pile capacity, pile foundation design, construction techniques of foundation, earth pressures mobilized on retaining structures, design of retaining structure, introduction of soil improvement
CVE465	GEOTECHNICAL ENGINEERING DESIGN	Design consideration of earth structure, slope stability analysis by computer software, finite element analysis for geotechnical problems, design of reinforced soil structure, design of slope in rock.
CVE472	TRANSPORTATION ENGINEERING	Profession of transportation; transportation systems; public transportation; highway capacity analysis; pedestrian and bicycle facilities; intermodal transportation facilities; traffic control and analysis at signalized intersection; freight transportation and logistics.
CVE473	TRAFFIC ENGINEERING	Traffic characteristics; traffic parameters; traffic data survey and analysis; traffic flow theories; queue theory; intersection sight distance analysis; traffic control devices; traffic signal warrants; components of traffic signal system; mode of traffic signal operations; traffic signal design at intersections.
CVE474	URBAN TRANSPORTATION SYSTEMS	Introduction to urban passenger transportation systems; theory of urban passenger transport modes; the family of transit modes; highway transit; rail transit; taxi systems; walking systems; use of bicycle; intermodal transportation facilities; transportation demand management; sustainable transportation.
CVE503	SEMINAR	Pre-requisite: Accumulated credit must not less than 18 credits, or getting consent of the instructor. Presentation and discussion on research topic and research related to thesis or independent study. Special lectures by guest speakers specialized in structural engineering and project management.
CVE512	PROJECT MANAGEMENT IN CIVIL ENGINEERING	Project management techniques in all stages of project life cycle. Organization management in construction project or company and responsibility of project personnel such as project owner, designer, contractor, and project manager. Types of construction contracts. Performance measurement in construction work. Techniques in decision-making for evaluating alternatives. Morality, virtue and ethics in engineering and management profession.
CVE512	PROJECT MANAGEMENT IN CIVIL ENGINEERING	Overview of project management. Project management techniques in all stages of project life cycle. Organization management in construction project or company and responsibility of project personnel such as project owner, designer, contractor, and project manager. Types of construction contracts. Performance measurement in construction work. Techniques in decision-making for evaluating alternatives. Morality, virtue and ethics in engineering and management profession.
CVE514	BUILDING STRUCTURAL SYSTEMS	System and structural components of buildings. Performance of each structural system. Advantages and disadvantages in viewpoint of engineering and economic aspect of each structural system: rigid frames system, shear walls system, frame tube system, lattice structures, shells and cables system.
CVE601	INDEPENDENT STUDY	Research and improve existing projects relating to structural engineering or construction management for better efficiency and effectiveness under supervision of advisor.
CVE610	INFRASTRUCTURE DEVELOPMENT IN CIVIL ENGINEERING	Roles of government sector in developing infrastructure. Analytical methods in infrastructure development. Types of project: Turn-Key, Concession contractual project
CVE611	CONSTRUCTION PLANNING AND CONTROL	Construction planning process. Work Breakdown Structure. Techniques in work planning and programming, such as Critical Path Method (CPM), Precedence Diagram Method (PDM), Program Evaluation and Review Technique (PERT), and Line of Balance (LOB). Planning of resources usage. Techniques in measuring actual work . Evaluating the progress of work by Earned Value concept. Relationship between time and price of the project. Analysis of project uncertainty.
CVE612	CONSTRUCTION QUALITY MANAGEMENT	Analysis of factors or process affecting quality of construction work. Management of quality control systems. Applications of statistics in evaluating and improving work quality and international standards such as ISO 9000.
CVE613	PRODUCTIVITY IMPROVEMENT IN CIVIL ENGINEERING	Techniques in measuring and increasing productivity in construction work. Factors affecting productivity. Identify constraints on productivity. Planning preparation. Evaluate the suitability of techniques used for productivity measurement. Programme in productivity improvement. Data collection in organizations and case studies and Lean concept. Cooperation between government and private sectors in infrastructure development. Budget preparation and project financing.
CVE614	LEGAL AND JUDICIAL PROCESS IN CONSTRUCTION	Thai legal and judicial process. Laws related to construction. Various forms of FIDIC contract. Roles and responsibilities of participants involving in arbitration and other dispute resolution methods. Insurance and evaluation of damage arising from project delays (claim analysis).
CVE615	USES OF COMPUTER IN CONSTRUCTION	Software and hardware in computer technology. Database. Spreadsheets. Computer using in construction management such as design, estimation of construction cost, materials management and equipment and personnel utilized in the construction work. Internet using in construction work. Web-based collaboration. Simulation and optimization.
CVE617	FINANCIAL MANAGEMENT IN CONSTRUCTION PROJECT	Financial analysis of projects and organizations. Analysis under risk and uncertainty. Study of financial structure of company, Budgeting, Cost accounting, Tax calculation. Analysis of project cash flow. Financial or budgetary control during construction. Value Engineering and Management. Financing from domestic and foreign sources. Private finance initiative. Risk analysis and management for monetary exchange rate.
CVE621	SPECIAL TOPIC I : RISK MANAGEMENT IN CONSTRUCTION
CVE632	ADVANCED DESIGN OF CONCRETE STRUCTURES	Design of normal and deep beams for flexural and shear, analysis and design of T-beam and I-section, effect of axial force on shear strength of beam. Short and long columns, effect of lateral ties and spirals, compression plus bending, bucking load of column, P- effect, braced and unbraced frames. Design of slabs and flat slabs by using direct and equivalent methods, shear in flat slab. Control of deflections and cracks of beams.
CVE633	ADVANCED DESIGN OF PRESTRESSED CONCRETE	Analysis and design of prestressed concrete flexural members, concept of combined stress, internal couple concept, equivalent load concept, design for capacity against shear & torsion, end zone design according to equilibrium-based plasticity model, analysis for stress in continuous prestressed concrete beams, linear transformation and concordant profilein continuous member, design of post tensioned flat slab.
CVE639	STRUCTURAL STABILITY	Analysis of beam-columns; buckling of beams and frames; elastica; buckling of beams on elastic foundation; torsional buckling; flexural-torsional buckling; lateral buckling of beams; buckling of rings; curved beams and arches; buckling of plates.
CVE640	ADVANCED MECHANICS OF MATERIALS AND STRUCTURES	Stress-strain relations, failure and limits on design, theories of stress and strain, linearstress-strain-temperature relationships, energy principles in structural analysis, Castiglianos theorems on deflections, torsion, nonsymmetrical bending of straight beams, shear center for thin-wall beams cross sections, curved beams, beams on elastic foundations.
CVE641	ADVANCED CONCRETE TECHNOLOGY	Review of concrete technology, chemical admixtures for concrete, fly ash, silica fume, palm oil fuel ash, bagasse ash, blast-furnace slag, concrete binder without Portland cement, high strength concrete, durability of concrete.
CVE642	STRUCTURAL DYNAMICS	Idealization of structures for dynamic analysis; free and forced vibrations of single and multiple degree of freedom systems; response of structures subjected to blast, wind, and earthquake loads; response spectrum method; introduction to seismic design codes.
CVE645	FINITE ELEMENT METHOD IN STRUCTURAL MECHANICS	Formulation and calculation of the finite element matrices using the principle of virtual displacements; introduction to isoparametric family of elements; applications include stress analysis of two and three-dimensional solids; bending of plates and shells; buckling and vibration problems.
CVE646	ENERGY METHODS IN APPLIED MECHANICS	Virtual displacements; minimum potential energy; principle of complementary energy. Castiglianos theorem and variational principles; Hamiltons principles and Lagranges equations; Applications to solve problems in stress analysis; elasticity stability; vibration and related topics.
CVE648	ANALYSIS AND DESIGN OF STRUCTURES FOR WIND AND SEISMIC LOADS	Effects of wind and earthquakes on structures and design of structures to resist wind and seismic effects; earthquake mechanisms and ground motions; elastic and inelastic response of structures to earthquake motions; structural system design considerations; modeling and analysis of buildings; design standards and performance-based design.
CVE653	SOIL IMPROVEMENT TECHNIQUE	Method of soil improvement, cohesive soil and cohesion less soil, dewatering,compaction,preloading and vertical drains,cement columns,grout injections, jet grouting, geosynthetics engineering, reinforced wall, light-weight geomaterial
CVE654	INSTRUMENTATION IN CIVIL ENGINEERING	Choice of geotechnical and civil instrumentation, type of instrumentation, strain measurement, displacement measurement, load measurement, pressure measurement, groundwater pressure measurement,pressuremeter,inclinometer, photogrammetric analysis, geophysical investigation instrumentation, small and large strain apparatus instrumentation, geotechnical structures instrumentation, dam instrumentation, embankment on soft ground instrumentation, excavation and natural slope instrumentation, retaining structures instrumentation, buried and underground structures instrumentation.
CVE657	ANALYTICAL AND NUMERCAL METHODS IN GEOTECHNICAL ENGINEERING	Limit analysis; continuum theory of soil mechanics; nonlinear behavior and constitutive laws of soil; flow through porous media; consolidation theory; introduction to numerical analysis; computer application in geotechnical analysis.
CVE658	APPLIED ENGINEERING GEOLOGY	Engineering properties of rock; rock classification; groundwater in rock; geomechanical design method; rock testing; blasting; measuring and monitoring in engineering geology
CVE660	SUBSURFACE INVESTIGATION AND SOIL TESTING	Site investigation planning, drilling and sampling technique, in-situ test of soil and rock, plate bearing test and pile load tests, laboratory methods of soil and rock testings for identification, physical properties, compaction, permeability, consolidation and deformation and shear strength, instrumentation, geotechnical report
CVE661	ADVANCED SOIL MECHANICS	Nature of soil; soil classification; soil composition; water flow through soil; theory of consolidation; stress-strain behavior of soil; shear strength and failure theory; basic critical state soil mechanics.
CVE664	SOIL DYNAMICS	Objective of structural dynamics analysis, types of prescribed loading, formulation of the equations of motion, analysis of free and dumped vibrations, seismology and earthquakes, seismic hazard, deterministic and probabilistic hazard analysis, wave propagation, strong ground motion and its parameters, dynamic soil properties, ground response analysis, local site effects and design ground motions, liquefaction, seismic slope stability, seismic design of retaining walls, soil improvement/remediation, soil structure interaction
CVE666	THEORETICAL OF SOIL MECHANICS	Stress path; stress and strain invariants; elasticity; plasticity; yielding; flow-rule; elastic-plastic model for soil; Cam-clay model; critical states theory; strength of soils; stress-dilatancy.
CVE672	TRAFFIC OPERATIONS	Traffic flow variable relationships; traffic control; deterministic flow theory; stream flow characteristics; design and analysis of traffic signal; traffic safety and rules.
CVE673	ADVANCED STATISTICAL METHODS FOR TRANSPORTATION STUDIES	System analysis for transportation study; data for transportation study; data collection; survey method; sampling procedure; probability; sampling; estimation; test of hypotheses; analysis of variance; multivariate analysis; linear regression analysis and correlation; discriminant analysis; principal component analysis; cluster analysis; time-series analysis; queuing theory; Markov model; linear programming.
CVE675	TRANSPORT PROJECT EVALUATION	Transport problems,procedure of transport project evaluations, impact analysis aspects of evaluations, project cycle cash flow analysis transport demand forecast, transport project costs and benefits sensitivity analysis case studies of transport project evaluations.
CVE677	TRANSPORTATION PLANNING	Rural and urban transportation planning; transportation and land use interaction; transportation models including trip generation; trip distribution; modal split and traffic assignment; Evaluation and monitoring of transportation project; transport safety; traffic impact assessment; environmental impact assessment; public participation in transportation planning process.
CVE680	ADVANCED FLUID MECHANICS	Conservation of mass, energy and momentum in two and three dimensional flows, flow of viscous fluid, circulation, two-dimensional irrotational flow, flow net analysis, flow of viscous fluid, Navior-stokes equation for three dimensional flow, boundary layer theory, flow resistance laws drag and lift, computational fluid dynamics.
CVE681	ADVANCED OPEN CHANNEL HYDRAULICS	Energy and momentum principles, hydraulic jump, uniform flow, flow control and measurements, gradually varied flow, spatially varied flow, flow through bends and secondary flow, design of canal, jet diffusion and wakes, rapidly varied flow, mechanics of buoyant plumes.
CVE683	HYDROLOGIC SIMULATION AND MODELS	Components of hydrologic cycle, modeling of sub-components of hydrologic cycle, integrated hydrologic deterministic models, types, structure of conceptual model, parameter and calibration, application in hydrological projects, reliability of hydrologic simulation.
CVE686	CLIMATE CHANGE AND WATER RESOURCES	Definition of global warming, factors causing global warming, global climate model and future projection,uncertainty in climate change studies, dynamically and statistically downscaled, effects of global warming on water resources, adaptionand vulnerability to climate change, climate change mitigation, impact of climate change in basin scale, Adaption and vulnerability in basin scale, managing climate risk for the water sector with tools and decision support
CVE690	EROSION AND SEDIMENT	Erosion and sedimentation which are the parts of the natural evolution of the landscape. The theory of mechanics and physical study, developed and applied from fluid mechanics and governing equations, Erosion and sedimentation processes related to the geomorphology and sustainable development.
CVE693	ADVANCED HYDROLOGY	Air-mass moisture potential; probable maximum precipitation (PMP) and probable maximum flood (PMF); watershed analysis; flood characteristics and flood flow determination; regionalization of hydrologic parameters (flood, rainfall, and drought); advanced flood routing techniques; river forecasting; hydrology of urban areas, forests, and agricultural lands; flood warning systems; telemetry practice and remote sensing techniques related to hydro-meteorology measurements; soil erosion and reservoir sedimentation.
CVE701	ESSENTIALS FOR PROFESSIONAL CIVIL ENGINEERING	Signifance of self-learning, Basic management skills, Basic communication skills for collaboration, Basic research methodology for problem solving, Literature reivew for engineering work and research, Guideline for preparation of engineering and research documents, Analysis of engineering information, Modern technology in civil engineering, Moral and Ethics, Right in Intellectural properties
CVE704	SPECIAL TOPICS I : APPLICATION OF INFORMATION SYSTEMS IN TRANSPORTATION	Imtroduction to technology innovation in transportation; development in system of geographic information system (GIS) and internet GIS; Internet of things; intergrated system and problems solving for transportation;
CVE704	SPECIAL TOPIC I: SIMULATION MODELING AND ANALYSIS FOR LOGISTICS	Discrete-event simulation. Simulation of a single-server queueing system. Simulation of an inventory system. Steps in a sound simulation study. Building valid, credible, and appropriately detailed simulation models. Selecting input probability distributions. Generating random variates. Output data analysis for a single system. Comparing alternative system configurations.
CVE704	SPECIAL TOPIC I: INTRODUCTION TO JET GROUTING AND ITS APPLICATIONS	An introduction to jet grouting and the critical factors associated with its application. It includes an overview of materials and equipment for grout injections and considerations for applying the methods. This course examines the behavior of grout in the subsurface and provides an understanding of the various factors that affect the control, verification, and effectiveness of jet grouting. It presents examples of some of the key applications. Primary topics: Terminology of grouting, Jet grouting methodology, Jet grouting materials, Jet grouting equipment, Je grouting applications.
CVE706	SPECIAL TOPICS III : ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE	This course covers fundamentals of artificial intelligence and machine learning in engineering contexts, including Python programming with AI libraries, data preparation and analysis, genetic algorithms and optimization methods, classification and regression techniques, various neural network architectures, image processing and object detection, natural language processing, attention mechanisms, and model interpretability. Case studies focus on AI applications in civil engineering. Learning integrates theoretical principles with hands-on practice through real-world engineering problems and projects.
CVE733	NONLINEAR FINITE ELEMENT
CVE773	ROAD SAFETY ENGINEERING AND PLANNING	Road traffic system; analysis of road traffic safety problem; road safety audit; road accident investigation; design and management for safer road; use of traffic control device to promote road safety; improvement of road hazardous location; road safety planning; evaluation and monitoring of road safety improvement programs.
CVE775	TRAVEL DEMAND MODELING AND FORECASTING	Demand and supply equilibration, urban transportation model system,linear regression for trip generation,market segmentation in trip generation,non-linear effects in trip generation,gravity model in trip distribution,linear regression in modal split,user equilibrium in traffic assignment.
CVE779	TRANSPORTATION NETWORK ANALYSIS	Transportation network analysis focusing on planning and optimization; Algorithms for finding transport network equilibrium flows, shortest path algorithms, deterministic and stochastic user equilibrium; Transportation network design, trip table estimation; Network reliability.
CVE805	SPECIAL TOPIC I: FLUID MECHANICS AND FLUID-OFFSHORE STRUCTURE INTERACTIONS	Offshore hydromechanics. Ocean wave theories. Hydrostatic analysis. Hydrodynamic analysis. Sea loads and environment. Ocean current and wind loads. Linear wave-induced motions and loads. Morison’s equation. Numerical methods for linear wave-induced motions and loads. Second- order nonlinear wave- structure problems. Viscous wave loads and damping. Vortex shedding. Random waves.
CVT101	CONSTRUCTION DRAWING PRACTICE IN DIGITAL AGE	Drawing practice of a houses architectural and structural works; structural plan; electrical plan; sanitary plan; master plan; and list of building components, Practice of using computer program in construction drawing using functions and commands for making layers; dimensioning; building and editing objects; drawing structural members and buildings including plan view; elevation; member cross section; in two and three dimensions.
CVT111	BUILDING CONSTRUCTION WORKSHOP	Basic woodwork tools, practice measuring, cutting, shaving, drilling, and assembling woodwork products, basic masonry tools, practice brick laying, wall plastering, tile laying, steel reinforcement preparing, concrete mixing, structural system of building, construction methods for reinforced concrete building, concrete formwork construction for column, beam, and stair.
CVT111	CONSTRUCTION TECHNIQUE WORKSHOP	Study of structural elements in various types of building: house, commercial and high rise building; practical training in the laboratory on basic wood steel and concrete work: shoving, measuring and jointing, steel reinforcing, tiling and floor finishing works.
CVT201	STRUCTURAL MECHANICS	Types of structure and loading; degree of statically indeterminacy of structure; classification of determinate and indeterminate structure; analysis of determinate structure, support reactions; axial forces in trusses; shear forces and bending moments in beams and rigid frames; influence lines of beam; deflection; and introduction to indeterminate structure analysis.
CVT202	FLUID MECHANICS	Properties of fluid; fluid statics; macroscopic balance of mass; energy and momentum in steady incompressible flow; flow of inviscid fluid; similitude and dimensional analysis; phenomena of real fluid flow; steady incompressible flow in closed conduits; flow measurements.
CVT203	MECHANICS OF MATERIALS	Determination of stresses and strains in members under tension, compression, shear, torsion, and bending moment; combination of stresses; transformation of stresses and strains; theory of columns.
CVT204	CONSTRUCTION MATERIALS AND TESTING	Study of properties of construction materials: brick, wood, steel, concrete, crushed stone, sand, and ceiling materials; new material used to replace or improve basic materials; applications of apparatuses and equipments; calibration of testing machine; laboratory in physical material property testing; engineering mechanics of construction material: compression, bending, tension, water content determination, strain determination and other properties.
CVT205	STRUCTURAL ANALYSIS	Types of structure and loading; degree of statically indeterminacy of structure; classification of determinate and indeterminate structure; analysis of determinate structure, support reactions; axial forces in trusses; shear forces and bending moments in beams and rigid frames; influence lines of beam; deflection; and introduction to indeterminate structure analysis.
CVT206	SOIL MECHANICS AND TESTING	Index properties; compositions and classification of soils; permeability of soils; seepage problems; stresses within a soil mass; stress distribution; principle of effective stress; shear strength of soil; one dimensional consolidation theory; slope stability; index property tests; grain size analysis; soil classification test; field density test; compaction test; CBR test; 1D consolidation test; shear strength test.
CVT206	SOIL MECHANICS AND LABORATORY	Index properties; compositions and classification of soils; permeability of soils; seepage problems; stresses within a soil mass; stress distribution; principle of effective stress; shear strength of soil; one dimensional consolidation theory; slope stability; index property tests; grain size analysis; soil classification test; field density test; compaction test; CBR test; 1D consolidation test; shear strength test.
CVT207	SURVEYING	Traverse leveling; adjustment of traverse leveling; trigonometrically leveling; vertical leveling; profile and cross-section leveling; geographic survey; elementary triangulation; curve of highway; computation of earth work; determination of north and polaris azimuth.
CVT321	COMPUTER APPLICATIONS IN STRUCTURAL MECHANICS	Types and behaviors of structures, application of computer tools for analysis of 2D and 3D internal forces of trusses, beams, and frames, verification and interpretation of results.
CVT323	DESIGN OF BUILDING STRUCTURES
CVT331	FOUNDATION AND EARTH WORK TECHNOLOGY
CVT333	HIGHWAY ENGINEERING AND HIGHWAY MATERIAL TESTING	Characteristics of highway transportation; administration of highway affairs; street and highway classification; properties of soils in Thailand; site preparation; highway construction machines; highway maintenance; basic of bridges and culverts, types of bridges; highway surface maintenances and repairs; bituminous properties and characteristics; bituminous mixtures; component binder (asphalt); asphaltic concrete mixtures; construction method and quality control; property testing of asphalt aggregate and asphaltic concrete.
CVT342	CONSTRUCTION LAWS AND CONTRACTS	Construction laws, construction management and safety, preparation and management of construction contracts and documents.
CVT343	CONSTRUCTION COST ESTIMATION	Contracts: contract (FIDIC); specifications; bidding documents; principle of estimating; construction equipment and materials; profit; budding and tendering; case study of cost estimating.
CVT481	SPECIAL TOPIC I : DESIGN AND CONSTRUCTION OF PRECAST MEMBERS	System of precast members; overview of design theory of reinforced concrete and prestressed concrete; design and construction of flexural and compression members: piles, slabs, beam, bridge girders, columns; design and construction of structural member connections: foundation column connection and beam column connection
CVT483	SPECIAL TOPIC III : CONSTRUCTION MANAGEMENT
CVT484	SPECIAL TOPIC IV : SELF-DEVELOPEMENT FOR BEING ENTREPRENEUR	Definition and characteristics of entrepreneur in civil , Types of Civil business, Stakeholders in civil business operations, Civil business development Planning and writing a business plan. Financial institutions to support business, business law, business ethics.
DBM530	DIGITAL GOVERNANCE	This course provides students with a basic understanding of the fundamentals and skills of regulations and laws, as well as digital government policies. Due to the rapid change of digital and related regulations, students need to practice and explore opportunity and threat in order to gain a sustainable competitive advantage for business. In addition, digital governance and digital risk management skill will be also discussed.
DPL624	ECO – PRODUCT INNOVATION	The aim of this class is to understand key aspects involving in new and ecological product development, for example new idea generation, emergent issues, innovation diffusion, eco-product innovation management, marketing for innovation and environment and sustainable innovation strategy. The class provides both theoretical background and professional case studies.
DPL625	UX COMMUNICATION AND TECHNOLOGY	Practicing the user-facing text or copy that appears within the design of digital products. Helping users understand how to use and interact with products. Study including conversation interface for voice user interface. Exploring new emerging technology that promotes well-being and immersive experience such as virtual reality, augmented reality or mixed reality.
DPL626	USER EXPERIENCE RESEARCH	The systematic study of target users and their requirements, to add realistic contexts and insights to design processes. Study including user research, usability testing and human factor experiment. Metric of measuring and plan of conducting research.
DPL627	DESIGNING USER EXPERIENCE	Learning the holistic view of design process includes Design Thinking, Lean UX, Scrum and Sprint. Teach the fundamental concepts, techniques and tools associated with the practice of user experience design in web and mobile apps. Learn how to apply the methods and tools such as Empathy map, Persona, Customer Journey, Wireframe prototyping and others.
DPL628	BLUE AND GREEN INFRASTRUCTURE FOR URBAN RESILIENCE	The aim of this class is to understand and to apply principles of blue and green infrastructure which is the network of natural and semi natural features, green spaces, rivers and lakes that intersperse and connect villages, towns and cities. Further, students learn how to apply, analyze, prioritize and create main concept of Blue and Green Infrastructure. Finally, students learn to formulate and justify urban ecology and water management strategies in city, site and architecture scale, especially Blue and Green infrastructure in relation to rainwater management and flood mitigation.
DPL629	CLIMATIC DESIGN IN NEIGHBORHOOD AND BUILDINGS	Class is about efficient passive and active energy conservation design and site potential integration to achieve comfort and CO2 reduction. It also explores energy demand at the scales of the building and neighborhood, and relationship to spatial form and choice of mechanical-electrical systems. The practical and innovative application of landscape design features, building clusters and energy efficient technologies will be identified, examined, evaluated, and composed on best practice projects, utilizing various simulation tools.
DPL634	LIGHTING FUNDAMENTALS	This class provides an essential foundation for understanding the relationship between people and the luminous environment through light’s visual and non-image-forming (NIF) effects or Circadian Rhythms. It introduces human factors in lighting and lighting technologies as critical aspects of developing quality lighting design and innovation.
DPL635	LIGHT AND ARCHITECTURE	This class explores a close relationship between natural daylight and spatial and temporal experiences in the architecture of different climatic and cultural contexts. Students need to investigate daylight’s functional and poetic/symbolic meanings in selected architecture through literature, direct observation, and simulations or other appropriate tools.
DPL636	LIGHTING DESIGN STUDIO	This first lighting design studio class applies theoretical knowledge to designing a small lighting project. It introduces a range of design tools and processes to establish coherent lighting concepts and develop them into meaningful and creative lighting solutions.
DPL637	ADVANCED LIGHTING DESIGN	This class is an advanced design studio involving more complex programs for interior and exterior applications. It provides state-of-the-art visualization and calculation training and introduces sustainable lighting design criteria. Students need to investigate lighting design solutions that address both the visual aspect and the well-being.
DPL642	URBAN STRATEGIES AND SOCIAL PLANNING	This course overviews urban strategic planning using case readings from around the world. It also covers discussions of the importance of social planning, equity and resiliency concept, participation in community development, and public involvement in planning. Through project-based work, each year the class will co-create knowledge applying an urban strategy for social well-being/equity and resiliency in often complex real-world situations.
DPL643	SEMINARS ON URBAN PLANNING AND MANAGEMENT	This seminar is a crucial component of the program. Coursework focuses on reviewing best practice cases in urban planning and management. It embraces a new more social, and market-oriented role based on cooperation in diverse networks to be able to address city concerns. Furthermore, the seminar offers an opportunity for students to strengthen the theoretical knowledge acquired in these and other courses through hands-on exercises in studio work and workshop modules.
DPL644	PLANNING COMMUNICATIONS AND ANALYSIS	This course emphasizes the importance of data communication that will affect planning analysis as applicable in urban management. It covers the planning communication concept, the paradigm shifts of democracy and planning theory, and related changes in the citizens role. The class project will enable students to formulate concepts, technology, and tools available to communicate and analyze work in the planning field using GeoDesign framework (global change assumptions and system innovations in water, green, transport & energy infrastructure; agriculture; residentials, commerce, industrial, institutional).
DPL651	RESEARCH AND PRACTICE IN VISUAL COMMUNICATION	This course introduces to the core themes and values of the track, including articulation, contextualization and critique of personal goals and interests; the relative roles of research, theory and practice in creative production; and principles of practice-based research.
DPL656	CRITICAL WRITING IN ART, DESIGN AND MEDIA	Extended piece of critical and reflective writing. Critical evaluation and contextualization of practice activity. Preparation for formal written component of the project.
DPL682	SPECIAL TOPIC STUDY II: SPATIAL EXPERIENCE DESIGN: CONTEMPORARY HOSPITALITY DESIGN	This course explores contemporary hospitality design through spatial experience, focusing on interior architecture and lighting. Students examine how atmosphere, materiality, light, and technology shape immersive environments in hotels, restaurants, resorts, and hybrid typologies. Key issues include sustainability, cultural identity, and inclusivity, alongside the roles of storytelling and digital innovation. By the end, students will critically analyze hospitality spaces that integrate architectural, sensory, and lighting strategies.
DPL771	DISRUPTIVE DESIGN INNOVATION	Preparation students to effectively manage creativity in the process of generating high potential ideas and converting them into disruptive new models. Comprehensive foundation for additional learning in the context of innovative model design. Far more as practice than theory. The emphasis throughout the course on drawing and synthesizing concepts, practices, and techniques.
DPL772	DIGITAL TECHNOLOGY	Putting an emphasis on computational thinking to develop digital solutions using a variety of models. Understanding of designing and programming such as machine learning, predictive analytics, and data analytics. Applying digital technologies to the world of design.
DPL773	FORUM FOR PHD RESEARCH	Literature review to find research topics, various components of research work, activities that promote knowledge exchange in research to bridge the gap between the needs of industry and education sectors. Deliberations that explore into research topics and bring together people interested in collaborative work and knowledge development, exchanging experiences.
DPL776	WRITING RESEARCH ARTICLE FOR PUBLICATION	Framework of writing research articles for publication including manuscript for submission to an international refereed journal. Three key areas necessary success. Developing strategy for publish. Developing story with a compelling research article. Using language to enhance clear and effective communication.
DPL777	RESEARCH METHODOLOGY FOR DESIGN	Research method for complex study design and higher-level critical appraisal encompass several approaches, including quantitative, qualitative, and mixed methods design. Develop the students basic knowledge of research methods, enabling them to undertake their own research and enhance their understanding of research in design.
DPL800	DISSERTATION	Students enrolled are required to carry out an original research on a topic related to design and planning under the supervision and approval of the advisory committee. Each student has to present his research progress in the seminar for every semester for his dissertation enrollment.
DSI101	INTRODUCTION TO DIGITAL SERVICE INNOVATION	A study of concepts and applications of digital technologies for creating digital service innovations in businesses, organizations and society. Changes in business sectors, business process and consumer behavior that have occurred in response to digital technologies. The role of digital technologies and artificial intelligence, and communication services in digital society. Tools and software used in creating service innovation. Issues that must be aware of and considered in creating and designing service innovation such as safety, security, and ethical issues.
DSI102	INTRODUCTION TO DIGITAL TECHNOLOGY	Computer platforms and computer networks, computer organization, hardware, operating system, and system applications, virtualization and cloudcomputing. Computer network, principles and concepts of network communication, local area network, wide area network, and the Internet.
DSI103	SEMINAR ON INNOVATION	Students must attend the seminars hosted by university or outside university in which students pursue intensive study of specialized topics at least 45 hours per academic year and submit the seminar report.
DSI104	WEB TECHNOLOGY AND DATABASE	Principles for developing web application, web application architecture, organization of the world wide web and related technologies, introductory database design and implementation for web application, and using SQL to query data.
DSI105	PROGRAMMING FOR DIGITAL SERVICES	Fundamental programming concepts, components of an instruction statement, various programming syntax, array, functions and subroutines, internal parameter passing,object-oriented programming concepts, practice using software development tools to write computer programs in a selected language, software validation, testing and error correction.
DSI106	DIGITAL ARTS	Using digital technology to create media, present and communicate to target audiences, principles of media design, storyboard design, and application of computer graphic technologies such as virtual reality (VR), augmented reality (AR) and 3D.
DSI107	STATISTICS FOR DIGITAL SERVICES	Application of statistic in data science, business and big data processing, basic statistics, descriptive statistics, inference statistics, data clustering, sampling, Bayes theory, probability distribution, normal distribution, Poisson distribution, regression, correlation, analysis of variance and data visualization, the use of statistical package.
DSI108	DIGITAL APPLICATION PRODUCTION	Software development process, waterfall and agile software development approaches, defining software objectives, work process and requirement gathering process, tools for requirements gathering, consistency between implementation process and requirements, software design and tools, documents to describe the design, implementation, testing and delivery of software.
DSI109	USER EXPERIENCE AND USER INTERFACE	Techniques and concept to evaluate, analyze, and measure user experience; software and tools to collect, analyze and evaluate user behavior data.
DSI110	DIGITAL PROJECT MANAGEMENT	How to manage digital projects, integrated management, scope management, time management, cost and energy consumption management, quality assurance, human resource management, communication and collaboration, risk management, procedure to manage, control, close the project, and present project information.
DSI111	DIGITAL TRANSFORMATION	How business eco-systems have transformed because of digital technologies, how new business models are formed by innovations from digital technologies, changes in cost structure and revenue from adding value to intangible goods such as personal information, financial data and various patterns of service usages.
DSI117	BUSINESS ANALYTICS	An introduction to Business Analytics, covering managerial statistical tools in descriptive and predictive analytics, including regression, forecasting, risk analysis, simulation, and data mining Decision analysis basic concepts and necessary tools. How to use basic business analytics tools in a spreadsheet environment and how to communicate with analytics professionals to effectively use and interpret analytical models. Emphasise on the use, concepts and interpretation of results rather than theory and calculations. Computer software packages are used to analyze data.
DSI122	SPECIAL TOPIC II : ALGORITHMS AND WEB API	Basic algorithms, recursion, linked list, stack, queue, trees, binary search trees and AVL trees, hashing, heaps, sorting, graph algorithms, Application Programming interface (APL), public API and Web API development
ECE421	DIGITAL INTEGRATED CIRCUIT DESIGN BY USING HDL LANGUAGE	Overview of HDL language for digital integrated circuit design, CAD methodologies for design verification, prototyping very high speed systems, reconfigurable prototypes, testing, debugging and design for testability, design methodologies for low power, high speed, small area or low cost, assessment and selection of vendor technologies, system design exercise, management of team design.
ECE431	ELECTRONIC DEVICES AND CIRCUIT DESIGN II	Analysis and design of selected electronic circuits for communications and instrumentation by using discrete and IC devices: theory of operations, characteristics and specifications of the devices, Noise reduction in electronic circuit. Printed circuit design techniques.
ECE433	INDUSTRIAL ELECTRONICS	Power electronic circuits. Modern power semiconductor devices. Drive circuit design and protection techniques. Power electronic circuits for industrial control.
ECE434	SEQUENCE CONTROL AND PLC	Introduction to sequence control. Programmable controllers ( PLCs ). Programming of PLC systems. Ladder program development. Sequential control facilities. Advanced features of PLCs. PLC Communications and automation. Applications of PLCs. Choosing, installation, and commissioning of PLCs systems.
ECE441	OPTICAL COMMUNICATION ENGINEERING	Overview of optical communications, properties of light, types and characteristics of optical fibers, light-emitting diodes and laser diodes, light signal modulation, optical power transmission, photodetectors, optical receiver operation, link budget calculation, digital fiber-optic transmission systems, wavelength-division multiplexing, introduction to optical networks, testing and measuring instruments in optical fiber communications.
ECE447	INDUSTRIAL DATA COMMUNICATIONS	Data communication basics; serial data transmission; introduction to protocols; networking basics and system components; industrial Ethernet; TCP/IP layer protocols; industrial filedbus systems; OPC concepts; network security concepts.
ECE481	ELECTRONIC PRODUCT DESIGN	Electrical and electronic product standards, noise reduction techniques ( intrinsic noises, electromagnetic interference, electrostatic discharged, grounding, contact protections, shielding techniques ), print circuit board design techniques for electromagnetic compatibility, packaging design, electromagnetic compatibility testing.
ECE482	SOLAR CELL ENGINEERING	Photovoltaic effect, solar radiation characteristics, fundamentals of semiconductor physics, p-n junctions, solar cell structures and operating principles, solar cell parameters and equivalent circuits, efficiency limits, monocrystalline silicon solar cells, III-V compound semiconductor solar cells, thin-film solar cells, solar cell efficiency improvements, introduction to solar power systems.
ECE640	INDUSTRIAL INSTRUMENTATION	General Concepts: Generalized configurations and functional descriptions of measuring instruments, generalized performance characteristics of instruments. Measuring Devices for :Motion, force, torque, shaft-power, pressure, sound, flow, temperature, heat-flux, level, humidity, time, frequency and phase-angle.
ECE752	FIBER OPTIC COMMUNICATION	Properties of light, fiber optics, light-emitting diodes, laser diodes, light signal modulation, optical power transmission, photodetectors, optical receiver operation, coherent detection, link budget calculation, digital fiber-optic transmission systems, wavelength-division multiplexing, introduction to optical networks, FTTx concept, testing and measuring instruments in fiber optic communications, recent progress in fiber optic communication research.
ECE754	ADVANCED DIGITAL CIRCUIT DESIGN	Design and Analyzing Technique for : Digital integrated circuits : gates and flip-flops, shift registers, decoders/encoders, multiplexers/ demultiplexers, Schmitt triggers, counters, oscillators/timers, multivibrators, adders, comparators, rate multipliers, ROM, RAM, A/D and D/A converters, watch circuits. Design of wave shaping circuits : linear sweep circuits, multivibrator circuits, negative resistance circuits.Field programmable gate array design. High-speed digital circuit design.
ECE758	MICROPROCESSOR AND MICROCONTROLLER	Microprocessor/Microcontroller; Memory; I/O and Peripherals; C Programming; Interrupt; DMA; Embedded System.
ECE759	SOLAR CELLS IN ELECTRONICS PERSPECTIVE	Photovoltaic effect, solar radiation characteristics, fundamentals of semiconductor physics, band structures, optical properties of semiconductors, carrier transport, drift-diffusion model, p-n junctions, solar cell structures and operating principles, solar cell parameters and equivalent circuits, monocrystalline silicon solar cells, III-V compound semiconductor solar cells, thin-film solar cells, solar cell efficiency improvements, recent progress in solar cell research.
EEE100	ELECTROTECHNOLOGY (POWER)	Magnetic aspects of electrical machines : magnetism, magnetic circuits, magnetic core losses. Voltage induced in a conductor as a sinusoidal wave, pharos representation. Active, reactive and apparent power in single and three-phase circuits. Single and three-phase transformers. DC and AC generators : construction, induced voltage, efficiency. DC and AC motors : construction, efficiency, speed control, clockwise and counterclockwise motor direction control, selection, application and maintenance. Electrical measurements. Introduction to semiconductor devices for power electronics.
EEE101	ELECTROTECHNOLOGY LABORATORY (POWER)	A laboratory course to accompany the topics covered in EEE 100.
EEE102	ELECTROTECHNOLOGY I (POWER)	Basic dc and ac circuit analysis; voltage, current and power; transformers; introduction to electrical machinery; generators, motors and their uses; concepts of three-phase system; method of power transmission; introduction to some basic electrical instruments
EEE105	ELECTRIC CIRCUITS	Electrical units and definitions : voltage, current, power, energy, resistor, capacitor, inductor, dependent and independent sources, lumped circuit, wyes-delta transformation. Network theorems and circuit analysis : Kirchhoffs laws, voltage and current dividers, network analysis by node voltages and mesh currents, Thevinins and Nortons theorems, superposition, maximum power transfer, two-port analysis. Sinusoidal steady state : sinusoidal signals, complex numbers, phases, AC circuit analysis, power in AC circuits, analysis of three phase circuits.
EEE106	ELECTRIC MACHINERY	Basic Magnetic circuit analysis. Transformers. Concepts of three-phase system. Introduction to electric machinery. Generators, motors and their uses.
EEE110	ELECTRIC CIRCUITS	Circuit elements. Node and mesh analysis. Circuit theorems. Resistance, inductance, and capacitance. First and second order circuits. Phasor diagram. AC power circuits. Three-phase systems.
EEE111	ELECTRIC CIRCUIT ANALYSIS	Complex frequency. Frequency responses. Resonance. Two-port network. Laplace Transform. Fourier series : trigonometric and exponential forms including their application in circuit analysis. Magnetic circuit and losses.
EEE112	COMPUTER PROGRAMMING FOR ELECTRICAL ENGINEERS	Introduction to the principle and structure of a computer system. Hardware and software relationship. Program structure design and development method using flow chart. Structure of data and variables, mathematical and logical operation, decisions and repetitive loop processes, Subprogram with function and procedure, type of declarations, array, file, creative thinking by high level language programming. Testing and solving of mathematical and electrical engineering problems.
EEE190	ELECTRICAL PRACTICE	A course of practice covers the topics on interior and exterior wiring, transformer design and transformer coil winding, basic safety, basic measuring devices, basic electrical equipment and basic motor control.
EEE211	CIRCUIT THEORY AND LABORATORY	Circuit elements. Node and mesh analysis. Circuit theorems. Resistance, inductance, and capacitance. First and second order circuits. Phasor diagram. AC power circuits. Resonance. Three-phase systems. Magnetic circuit and losses.
EEE213	SIGNALS AND LINEAR SYSTEMS	Continuous signals. Discrete signals. Signal analysis using Fourier analysis. Fourier transforms. Z-transforms. Convolutions of signals, sampling theory. State variables. Time domain and frequency domain representation of a system. System responses. Two-port networks.
EEE220	ELECTRICAL MACHINES I
EEE221	ELECTROMAGNETICS ENGINEERING	Electrostatic fields. Conductors and dielectrics. Capacitance. Convection and conduction currents. Resistance. Magnetostatic fields. Inductance. Time-varying electro-magnetic fields. Maxwells equations.
EEE260	ELECTRICAL INSTRUMENTS AND MEASUREMENTS	Units and standard of electrical measurement. Instrument classification and characteristics. Measurement analysis. Measurement of dc and ac current and voltage using analog and digital instruments. Power, power factor, and energy measurement. The measurement of resistance, inductance, and capacitance. Frequency and period/time-interval measurement. Noises. Transducers.
EEE270	ELECTRONICS ENGINEERING	Currentvoltage characteristics of electronic devices. Basic electronic circuits. Operational amplifier and its applications in linear and nonlinear circuits. Oscillator. Power amplifiers. Power supply. Introduction to power electronics.
EEE271	DIGITAL TECHNIQUES	Number systems, computer codes and boolean algebra. Analysis and synthesis of combinational logic : switching function, canonical forms, karnaugh map, cubes, minimization techniques, multilevel NAND and NOR circuits and hazards of circuit. Analysis and synthesis of sequential logic : state variables, state transition diagram, state table, minimization of states, state assignment techniques and races, implementation with flip-flop.
EEE281	ELECTRICAL MEASUREMENTS AND INSTRUMENTS	Units and standard of electrical measurement. Instrument classification and characteristics. Measurement analysis. Measurement of dc and ac current and voltage using analog and digital instruments. Power, power factor, and energy measurement. The measurement of resistance, inductance, and capacitance. Frequency and period/time-interval measurement. Noises. Transducers.
EEE290	BASIC ELECTRICAL PRACTICE	A course of practice covers the topics on interior and exterior wiring, basic safety, basic measuring devices, basic electrical equipment and basic motor control.
EEE292	ELECTRICAL ENGINEERING LABORATORY I	Experiments on electric circuits, electrical instruments and measurements.
EEE300	INDUSTRIAL TRAINING	Practical training in an industry during summer for not less than six weeks.
EEE320	ELECTROMECHANICAL ENERGY CONVERSION AND LABORATORY	Magnetic circuits; principles of electromechanical energy conversion; energy and coenergy in magnetic circuits; single phase and three phase transformers; principles of rotating machines; DC machines; AC machines construction; synchronous machines; single phase and three phase induction machines; protection of machines.
EEE321	ELECTRICAL MACHINES II	Magnetic energy and coenergy; forces and torques in electromagnetic systems; dynamic behaviors of dc motors; speed control methods of dc motors; structure and connection of three-phase transformers; parallel connection of transformers; characteristics of salient-pole synchronous generators; parallel operation of synchronous generators; dynamic behaviors of synchronous generators; permanent magnet synchronous motors; brushless dc motors; linear motors; stepping motors; dynamic behaviors of three-phase induction motors; speed control of induction motors; operating principles of induction generators; characteristics of single-phase induction motors
EEE322	ELECTROMAGNETIC FIELDS	Electrostatic fields. Conductors and dielectrics. Capacitance. Convection and conduction currents. Magnetostatic fields. Inductance. Time-varying electro-magnetic fields. Maxwells equations.
EEE330	POWER GENERATION, TRANSMISSION AND DISTRIBUTION SYSTEMS	Electrical power system structure. AC power circuits. Load Characteristics. Load Curve. Load Duration Curve. Power Plant: Steam turbine, gas turbine, combined cycle, diesel, hydro, nuclear. Renewable Energy Sources. Parameters of Transmission Line. Transmission Line Model. Cable parameters and models. Performance of Transmission Line. Generator characteristics and models.Transformer characteristics and model. Per Unit System. Substation: type of substation, substation equipment, substation layout. Bus Scheme. Electric Power Apparatus. Lightning protection. Grounding System.
EEE332	ELECTRICAL SYSTEM DESIGN	Basic design concepts. Codes and standards. Power distribution schemes. Electrical wires and cables. Raceways. Electrical equipment and apparatus. Load calculation. Power factor improvement and capacitor bank circuit design. Lighting and appliances circuit design. Motor circuit design. Load, feeder, and main schedule. Emergency power system. Short circuit calculation. Grounding system for electrical installation.
EEE333	POWER PLANT AND SUBSTATION	Load curve; diesel power plant; steam power plant; gas turbine power plant; combined cycle power plant; hydro power plant; nuclear power plant; renewable energy sources; type of substation; substation equipment; substation layout; substation automation, lightning protection for substation; grounding systems.
EEE334	ELECTRICAL POWER SYSTEM	Electrical power system structure; AC power circuits; per unit system; generator characteristics and models; power transformer characteristics and models; transmission line parameters and models; cable parameters and models; fundamental of load flow; fundamental of fault calculation.
EEE335	ELECTRICAL POWER SYSTEM I	Electrical power system structure; load curve; power plant characteristics according to fuel technology; characteristics of transmission system and distribution system; power station; power station equipment; power station layout; grounding systems; lightning protection systems; power system automation.
EEE336	ELECTRICAL POWER SYSTEM II	AC power circuits; per unit system; generator characteristics and models; power transformer characteristics and models; transmission line parameters and models; cable parameters and models; fundamental of load flow; fundamental of fault calculation.
EEE337	ELECTRICAL SYSTEM DESIGN AND ELECTRICAL ENGINEERING DRAWING	Basic design concepts; Codes and standards; Power distribution schemes; Electrical wires and cables; Raceways; Electrical equipment and apparatus; Load calculation; Power factor improvement and capacitor bank circuit design; Lighting and appliances circuit design; Motor circuit design; Load, feeder, and main schedule; Emergency power system; Short circuit calculation; Grounding system for electrical installation; Introduction to computer programs for electrical system design and drawing.
EEE341	ELECTRICAL SAFETY	Electrical hazard. Electrical insulator and protective equipment. Nature of accident in industrial and need of accident prevention. Safety planning. Safety training. Safety audit and case study in accident analysis. Code of ethics for electrical engineers.
EEE361	ILLUMINATION ENGINEERING	Physics of light : nature of light, light and energy spectrum, luminous efficiency of radiant energy, light detection and light generation, nature of sight human eyes and visual process, relationship between light and sight, units and measurement of light and laboratory measurement. Illumination : quantity and quality of illumination, light sources : incandescent, fluorescent, mercury and high intensity discharge sources and their characteristics. Light control and luminaries : physical principle of light control, luminaries and their selection. Interior and exterior lighting calculations and design. Considerations for office building, school, commercial building, industrial lighting, street and floodlighting.
EEE370	ELECTRONIC CIRCUITS AND LABORATORY	Currentvoltage characteristics of electronic devices. Basic electronic circuits. Operational amplifier and its applications in linear and nonlinear circuits. Oscillator. Power amplifiers. Power supply. Introduction to power electronics.
EEE371	DIGITAL CIRCUITS AND LOGIC DESIGN	Number systems, computer codes and boolean algebra. Analysis and synthesis of combinational logic : switching function, canonical forms, karnaugh map, cubes, minimization techniques, multilevel NAND and NOR circuits and hazards of circuit. Analysis and synthesis of sequential logic : state variables, state transition diagram, state table, minimization of states, state assignment techniques and races, implementation with flip-flop.
EEE372	POWER ELECTRONICS	Characteristics of power electronics devices; power diode, SCR, GTO, power bipolar junction transistor, power MOSFET, IGBT. Characteristics of magnetic material. Power transformer core; ferrite iron core, iron powder core. Converters; AC to DC converter, DC to DC converter, AC to AC converter and DC to AC converters.
EEE380	CONTROL SYSTEMS	Mathematical models of systems. Closed-loop and open-loop control system. Transfer function. Signal flow graphs. Time-domain and frequency-domain analysis and design of control system. Root locus. Nyquist plots. Bode plots. System stability. Compensations.
EEE381	MICROPROCESSORS	Electronics and Digital systems. Design and interfacing of microcontroller-based embedded systems. Microcontrollers and microprocessors architecture. Interface the microcontrollers to various applications by using High-level languages. Embedded system for sensor applications and Graphic User Interfacing (GUI).
EEE391	ELECTRICAL ENGINEERING DRAWING	Introduction to electrical drafting methods. Measuring instruments, basic dimension determination. International and Thai standards graphic symbols and abbreviations for electrical and electronic diagrams, pictorial, wiring, one-line, schematic and riser diagrams. Assembly and details of electrical machines, generation, transmission, distribution, power stations, lighting layouts, miniaturization, printed graphical representation of data. Introduction to computer programs, such as Auto CAD, Visio, Portal and Or cad.
EEE393	ELECTRICAL ENGINEERING LABORATORY II	Experiment of electrical machines and engineering electronics.
EEE394	ELECTRICAL ENGINEERING LABORATORY III	Experiment of electrical machines and digital techniques.
EEE395	POWER SYSTEM AND HIGH VOLTAGE LABORATORY I	Experiments on the advanced topics in the field of power system and high voltage.
EEE396	POWER ELECTRONICS AND ELECTRIC DRIVE LABORATORY I	Experiments on the advanced topics in the field of power electronics and electric drives.
EEE397	SEMINAR AND ELECTRICAL ENGINEERING MINI PROJECT	Method to write academic articles and bachelor degree project. Method to present the seminar project for new or current interesting subject in electrical engineering. On-site activities observation in electrical engineering. Students work either individually or in groups under the supervision of Departments members. Each group is encouraged to apply the studied engineering knowledge and theory to create a certain simple project. Apart from that, students will have a chance for practicing. Furthermore, students will be trained to think systematically.
EEE401	SPECIAL TOPIC I : ELECTRICAL SAFETY FOR INDUSTRY	Basic electrical safety. Building and factor electrical system. Industrial safety management and related laws. Accidents and case studies. Policy formulation and control. Safety awareness raising. Safety audit in the working area.
EEE401	SPECIAL TOPIC I : INTRODUCTION TO POWER QUALITY	– Power quality: Characteristics & Impact – Power system harmonics – Power quality problems with renewable energy integration and electric vehicle charging infrastructure – Power quality improvement in distribution networks (Case study) – Recent advances in power quality
EEE401	SPECIAL TOPIC I : MODELING, CONTROL, AND SIMULATION OF POWER ELECTRONIC-BASED SYSTEMS	Power Converters, Mathematical Model Derivation via DQ and Generalized State-Space Averaging Methods, Closed-Loop Control, PID Controllers, Modern Controllers Design by AI Techniques, Result Validations via Simulation on MATLAB/SIMULINK, case study on EVs and More/All Electric Aircrafts
EEE402	SPECIAL TOPIC II : RAILWAY ELECTRIFICATION
EEE402	SPECIAL TOPIC II : INTERNET OF THINGS AND DATA COMMUNICATIONS	This course will cover the following topics: Data networking and traffic managements, 7-layers OSI model, LoRaWAN, Telecommunication protocols, rules and regulations, system designs and deployments, Wire and wireless telecommunicatiion protocols including TCP, UPD and MQTT, loT applications and deployments projects.
EEE402	SPECIAL TOPIC II : SMART FACTORY SYSTEM ANALYST ENGINEERING	This course focuses on analysis of real-world manufacturing processes and the design of practical improvement strategies toward achieving “Industry 4.0.” Students will integrate knowledge from electrical engineering, mechanical engineering, industrial engineering and robotics to solve production problems. Emphasis is placed on applying system analysis concepts to detect inefficiencies, plan and design automation systems, and select appropriate technologies such as electrical control systems, industrial robots, IloT platforms, and manufacturing data management. Through challenging projects, students will simulate the role of engineers transforming conventional factories into smart factories building a real portfolio to prepare for their professional careers.
EEE403	SPECIAL TOPIC III : FUNDAMENTALS OF ELECTROACOUSTICS	Fundamentals of Electroacoustics deal with the artistic and technical sound control in connection with the knowledge of electrical engineering including the fundamental of sound properties, signal analysis, music and instrument, media and recording systems, playback system, room acoustic control, equalizer, microphone, loudspeakers, amplifier, standard, measurements and problem solving.
EEE403	SPECIAL TOPIC III : RESONANT POWER CONVERTER: DESIGN AND APPLICATIONS	This subject deals with fundamental of resonant power converter which consists of Resonant Circuit, Soft Switching Technique, Resonant Converters, Resonant Inverter, Control and Modeling of Resonant Power Converters, Resonant Inverter Applications I: Induction Heating, Resonant Inverter Applications II: Wireless Power Transfer
EEE403	SPECIAL TOPIC III : MACHINE LEARNING	Algorithms of machine learning: linear regression, logistic regression, support vector machine, k-nearest neighbours, decision tree, neutral network และ k-means clustering. Implementation of suitable techniques for supervised and unsupervised problems. (Select and implement suitable machine learning algorithm to solve electrical engineering problems)
EEE403	SPECIAL TOPIC III : PROGRAMMABLE LOGIC CONTROLLERS (PLCS)	This course provides a comprehensive introduction to Programmable Logic Controllers (PLCs) and their applications in industrial automation. Students will learn the fundamentals of PLC programming, including ladder logic diagrams, function block diagrams, and structured text programming languages. Emphasis will be placed on understanding PLC hardware components, input/output (I/O) modules, and communication protocols. By the end of the course, students will be proficient in designing, implementing, and troubleshooting PLC programs for real-world industrial applications.
EEE403	SPECIAL TOPIC III : CONTROL OF POWER ELECTRONICS CIRCUITS AND ITS APPLICATIONS	Design of power Electronic circuit. Gate driver circuit. Computer simulation software for power electronics. Processor in the loop (PIL) Simulation. Micro-controller for controlling the power electronics circuit. Axis transformation matrix. Phase-locked loop. Method of harmonics detection. Shunt active power filter. Unified active power filter. Bi-directional switched mode rectifier circuit with power factor correction. MPPT method of the solar cell.
EEE433	COMPUTER METHODS IN POWER SYSTEMS ANALYSIS	Computer methods in power systems applied to load flows and economic dispatch. Applications of sparse matrix techniques in interconnected power system. Problem formulation, optimization methods for economic analysis of power system operation and planning. Unit commitment and optimal power flow.
EEE435	RENEWABLE ENERGY	Introduction to energy systems and renewable energy resources. Potential of renewable resources in Thailand. Difference of conventional and renewable energy technologies. Renewable technologies such as solar, wind, biomass, geothermal, biogas, municipal solid waste, wave energy, fuel cell. Energy storages. Laws, regulations and policies of renewable energy. Economics aspects. Carbon Neutrality
EEE440	POWER SYSTEM PROTECTION	Fundamental of protection practices. Instrument transformer and transducers. Protection devices and protection systems. Overcurrent and earth fault protection. Differential protection. Transmission line protection by distance relaying. Transmission line protection by pilot relaying. Motor protection. Transformer protection. Generator protection. Bus zone protection.
EEE441	POWER SYSTEM PROTECTION	Fundamental of protection practices. Instrument transformer and transducers. Protection devices and protection systems. Overcurrent and earth fault protection. Differential protection. Transmission line protection by distance relaying. Transmission line protection by pilot relaying. Motor protection. Transformer protection. Generator protection. Bus zone protection. Introduction to digital protection devices.
EEE442	HIGH VOLTAGE ENGINEERING	Uses of high voltage and over voltage in power systems. Generation of high voltage for testing. High voltage measurement techniques. Electric field stress and insulation techniques. Breakdown of gas; liquid and solid dielectric. High voltage testing techniques. Lightning and Protection. Insulation coordination.
EEE450	HIGH VOLTAGE ENGINEERING	Uses of high voltage and over voltage in power systems. Generation of high voltage for testing. High voltage measurement techniques. Electric field stress and insulation techniques. Breakdown of gas; liquid and solid dielectric. High voltage testing techniques. Insulation coordination.
EEE461	ENERGY STORAGE TECHNOLOGY	Introduction to Energy Storage Systems and Applications: Definitions & Types & Usages. Electrochemical Storage: Battery (Lead-Acid, Ni-Cd, Ni-MH, Li, etc.), Super Capacitors, Advantages and Disadvantages, Operation, Safety Regulation, Applications: Home-sized storage, Grid-sized storage, storage for transportation. Other Types of Energy Storage: Hydrogen & Fuel Cell, Thermal Storage, Mechanical Storage and etc.
EEE462	ILLUMINATION ENGINEERING	Physics of light : nature of light, light and energy spectrum, luminous efficiency of radiant energy, light detection and light generation, nature of sight human eyes and visual process, relationship between light and sight, units and measurement of light and laboratory measurement. Illumination : quantity and quality of illumination, light sources : incandescent, fluorescent, mercury and high intensity discharge sources and their characteristics.
EEE464	RENEWABLE ENERGY	Introduction to energy systems and renewable energy resources. Potential of renewable resources in Thailand. Difference of conventional and renewable energy technologies. Renewable technologies such as solar, wind, biomass, geothermal, biogas, municipal solid waste, wave energy, fuel cell. Energy storages. Laws, regulations and policies of renewable energy. Economics aspects.
EEE490	WORK INTEGRATED LEARNING (WIL)	Working in industry being not less than 1 semester by applying knowledge from this course to solve the real problems in industry.
EEE491	POWER SYSTEM AND HIGH VOLTAGE LABORATORY II	Experiments on the advanced topics in the field of power system and high voltage.
EEE495	ELECTRICAL ENGINEERING LABORATORY IV	Experiments on power electronics basic of closed loop control systems, power system protection and basic of high voltage engineering.
EEE498	ELECTRICAL ENGINEERING PROJECT STUDY	For the fourth year electrical engineering students or students who get consent from advisors. Students work either individually or in groups propose the project title to their advisors or the advisors will give the project title to them. The project title must be an interesting subject in the field of electrical engineering for the time being. Students must study to find out solution for their selected project. Report of this study will be presented to their advisors.
EEE499	ELECTRICAL ENGINEERING PROJECT	Continuation and completion of project assigned in EEE 498 (Electrical Engineering Project Study).
EEE570	CONTROL OF POWER ELECTRONICS CIRCUITS AND ITS APPLICATIONS	Review of power electronic devices. Gate driver circuit. Simulation program (MATLAB/ORCAD). Microcontroller for controlling the power electronics circuits. Axis transformation matrix. Phase-locked loop. UPS configurations, Sinewave inverter. Modified sinewave inverter. Method of harmonics detection. Shunt active power filter. Unified active power filter. Switched mode rectifier circuit. MPPT method of the solar cell. Grid connected inverter. Soft switching techniques.
EEE600	SYSTEM ANALYSIS TECHNIQUES	Linear operators; transfer function, state space, causality, linearity, and time invariance; Impulse responses; including convolution, transition matrices, fundamental matrix and linear dynamical systems. Definition, classification and representation. Controllability and observability. Eigenstructure, including eigenvalues and eigenvector, and similarity transformations. Realization and identification. Stability BIBO and Lyapunov. Feedback compensation and design.
EEE601	RESEARCH METHODOLOGY	Research topic selection. Topic analysis and solution. Primary experiment and solution test design. Circuit analysis and simulation by using computer. Data analysis using statistics. Test of analysis. Final result summarization. Presentation and thesis writing. Case study and seminar.
EEE603	ADVANCED MATHEMATICS FOR ELECTRICAL ENGINEERING	Basic mathematics widely used in electrical engineering, probability theory including random variables, functions of random variables functions of multirandom variables, transformations, conditional distributions, sequence of random variables, and the central limit theorem. Optimization techniques: Classical optimization techniques, single variable optimization, multivariable optimization with no constraint, multivariable optimization with equality constraints, multivariable optimization with inequality constraints. Lagrange multiplier, linear programming, simplex method, one-dimensional minimization methods, unconstrianed optimization techniques for multivariable function, constrained optimization techniques. Calculus of variations : Integral functional, Euler-Lagrange equation. Computational methods: Solution to system of linear equations, solution to system of nonlinear equations, numerical interpolation, numerical integration.
EEE690	SPECIAL TOPIC I : ADVANCE INTERNET OF THINGS AND DATA COMMUNICATIONS	Advanced knowledge about Internet of Things relevant standards, cloud interface, communication protocols, Internet of Things applications, deployments and case studies.
EEE690	SPECIAL TOPIC: FINITE ELEMENT ANALYSIS FOR ELECTRICAL ENGINEERING RESEARCH	This course introduces the fundamental principles and applications of the Finite Element Method (FEM) in electrical engineering research. Emphasis is placed on solving problems involving fields, magnetic fields, heat transfer, and Multiphysics coupling relevant to electrical devices and systems. Students will learn to model, simulate, and analyze engineering problems using commercial FEM software. Case studies may include transformers, electric motors, inductors, wireless power transfer systems, and EMI/thermal analysis, and the interpretation of numerical results to support research and innovation in the electrical engineering domain.
EEM501	INTRODUCTION TO DIFFERENTIAL EQUATIONS	Fourier series and Fourier transforms. Laplace transformation and applications. Introduction to ordinary and Partial differential equations. Initial and boundary valued problems. Separation of variables techniques.
EEM502	INTRODUCTION TO NUMERICAL METHODS	Error, error analysis, round-off error. Interpolation and approximation by interpolation. Solution of nonlinear equation, least square fitting. Numerical method for solving systems of linear equations. Numerical integration.
EEM503	COMPUTER PROGRAMMING	Basic computer configuration and operation, system components and layout. Programming in BASIC, immediate and program mode, syntax and elementary programming rules. Flowcharting, DOS and utilities use of diskettes. Different versions of BASIC and hardware/software requirement.
EEM504	FLUID MECHANICS	Introduction to fluid mechanics. Fluid statics. Conservation of mass, momentum, and energy. Dimensional analysis. Incompressible flow of inviscid and viscous fluid. Compressible flow.
EEM505	THERMODYNAMICS	Review of Thermodynamics concepts and properties. First and second laws of thermodynamics. Engineering cycles: Rankine, Brayton, Otto, Diesel, Stirling, Ericsson, and vapor-compression cycles.
EEM507	INTRODUCTION TO PHYSICAL METALLURGY	Fundamental of structures and mechanical properties of metal: crystal structure, microstructures, phase transformation and phase diagram, ferrous and non-ferrous materials, application and processing of metal alloys, effect of microstructure on mechanical properties and heat treatments.
EEM615	CHALLENGES ON ENERGY DEVELOPMENT AND UTILIZATION TOWARD NET ZERO GREENHOUSE GAS EMISSIONS	Challenges on energy, situation, conversion, impact, economic analysis and sustainable energy metrics
EEM616	CLIMATE SCIENCE AND CLIMATE CHANGE POLICIES	Climate Science, Climate Change, Impacts on ecosystem and society, National and international greenhouse gas policies, International greenhouse gas mitigation mechanisms, National greenhouse gas mitigation mechanisms, Carbon credit assessment and trading
EEM617	USING LIFE CYCLE ASSESSMENT TO ACHIEVE A CIRCULAR ECONOMY	Sustainability and materials. Materials life cycle, environmental and social life cycle assessment (E-LCA and S-LCA), life cycle costing (LCC), and the integration of all three in life cycle sustainability assessment (LCSA). Critical Materials and supply chain risks, circular materials economics, corporate sustainability, and the major challenges in materials linked to UN sustainable development goals (SDGs).
EEM6200	SUSTAINABLE DEVELOPMENT AND UTILIZATION OF VARIOUS ENERGY SOURCES	Sources of fossil energy, renewable energy, waste energy, sustainable energy development and utilization
EEM6201	STRATEGIES FOR SUSTAINABLE ENERGY DEVELOPMENT FOR ZERO EMISSION	Strategies for sustainable energy development in aligning with SDGs of UN, carbon neutrality and net zero greenhouse gas emission.
EEM6202	ENERGY CONVERSION INNOVATIONS TOWARDS CARBON NEUTRALITY	Principles of energy conversion and their importance in achieving carbon neutrality. Energy conversion technology innovation and development direction. Exploring different approaches in energy conversion including renewable energy sources energy storage system and emerging technologies. Key challenges and barriers to widespread adoption of emerging energy conversion technologies and their potential to mitigate climate change.
EEM6205	ECONOMY-ENERGY-CARBON MODEL	Energy systems modeling includes Physical-based and Data-driven based modeling. The use of energy and mitigation modeling tools such as Top-down and Bottom-up models.
EEM6209	FUEL CELL TECHNOLOGY	Basic understandings of fuel cells, technology, main components and balance of plant; Operations and applications for power plants and transportation; Fuel cell hybrid system with other power generation sources; Innovation and development of fuel cell technology; Linked to the energy transition and reaching carbon neutrality; Safety standards and requirements.
EEM6210	GREEN HYDROGEN PRODUCTION, STORAGE AND DISTRIBUTION	Definition of green hydrogen. Green hydrogen production, electrolysis with renewable energy, steam methane reforming of biogas, thermal conversion/gasification of organic matter. Hydrogen storage. Hydrogen distribution, pipelines, alternative hydrogen carriers. Uses across the economy, power generation, multi-day and seasonal energy storage, high temperature industrial processes, transportation.
EEM6211	INTRODUCTION TO WASTE HEAT RECOVERY SYSTEM	Introduction of waste heat from various equipment. Heat exchangers. Waste heat recovery between gas and gas, gas and liquid, and liquid and liquid. Cogeneration of heat and power. Waste heat recovery systems. Heat pumps. Thermal insulation. Organic Rankine cycle (ORC). Stirling engines. Thermal energy efficiency analysis. Economics consideration of waste heat recovery system.
EEM6212	BASIC OF SOLAR CELL SYSTEM	This unit is for anyone interested in understanding the fundamental principles of solar PV technologies including structures, working principles and electrical behaviors, the students will learn solar cell technology, the various components used in a solar cell system installation, factors affecting the efficiency of a PV system and the economics of PV systems.
EEM6213	SOLAR CELL SYSTEM DESIGN	Practical photovoltaic system design covering the basics of electrical load estimation, solar radiation potential calculation and annual energy consumption. Selection of appropriate system components and inspection
EEM6214	MONITORING AND PERFORMANCE ANALYSIS OF SOLAR CELL SYSTEMS	Analytical assessment of solar cell system performance on the overall system level. Detailed guidelines of system monitoring as well as methods and models used when analyzing performance of standalone and grid-connected PV systems.
EEM6218	WIND ENERGY POTENTIAL ASSESSMENT	Broad overview of the technology covering aspects such as the history of wind turbine development, the characteristics of the wind and its impact on site selection. Wind data analysis and wind potential assessment. Wind turbine types, configurations and components. Basic theory, economic of wind energy, environmental aspects and impacts
EEM6219	HYDROPOWER POTENTIAL ASSESSMENT	Historical background of water wheel development. Water resource in the world. Classification of turbines and layout of hydro power stations. Turbine application chart. Hydraulics of hydropower. Types of hydroelectric plants. Parts of Hydroelectric power plant. Environmental considerations of hydroelectric project.
EEM6225	BATTERY MODELING AND APPLICATIONS	Battery models for various energy storage systems. Principles controlling battery behavior by considering electrochemical processes, heat, and electrical characteristics. Assessing the impact of different working conditions to optimize battery performance and proposing solutions to enhance battery system efficiency and reliability
EEM6229	ALTERNATIVE ENERGY STORAGE TECHNOLOGY AND APPLICATIONS	The necessity for energy storage; principles of storing thermal, electrical, and potential energies; Available and under developingenergy storage technologies including capacitors, compressed air energy storages (CAES), pumped hydro and flywheel; Potentials, limitations and barriers to each energy storage technology; Applications to energy systems; Long duration energy storage; Costs, drivers for market penetration, and safety issues.
EEM6234	ADVANCED DIFFERENTIAL EQUATIONS	The analysis of solutions encountered in differential equations system. Introduction to the first and second order differential equations. The series solutions of ordinary differential equations: power series method, Legendres equation, Frobenius method, Bessels equation, orthogonal and eigenfunction. Principles of Laplace and inverse Laplace transforms, Fourier series, Fourier integrals, and Fourier transform. Basic concepts and solutions of partial differential equations: elliptic, parabolic, and hyperbolic.
EEM6235	ADVANCED NUMERICAL METHODS	Fundamental of advanced computational techniques and computer programming: Taylor series, linear equations system, nonlinear equations system, interpolation and approximation, numerical quadrature, ordinary differential equations, least squares method, and optimization techniques. The applications for energy technology.
EEM6236	OPTIMIZATION TECHNIQUES	optimization techniques. Objective function. Search Method. Programming method. The applications for energy technology.
EEM6237	ENERGY SYSTEM DESIGN	Designing a workable system or an optimum system. Principles of thermal energy. Equation fitting for characterization of energy equipment using experimental data. Modelling of energy equipment based upon physical laws. Energy system modelling and simulation. Fundamental concepts of engineering economy. Selected optimization techniques for various energy systems.
EEM6238	ADVANCED THERMODYNAMICS AND HEAT TRANSFER	Advanced topics of energy, work, and exergy as they relate to various engineering fields. The application of thermodynamics concepts, including solar energy, refrigeration, air conditioning, thermo-fluid design, chemical design, entropy minimization, and industrial applications. Advanced concepts of heat transfer and their applications from a theoretical perspective. Subject areas include steady-state and transient system analyses for conduction, free and forced convection, thermal radiation, boiling, and condensation.
EEM6239	COMPUTATIONAL FLUID DYNAMICS	The principles of computational fluid dynamics by written program and computer software. Structured and unstructured grids. Stability, consistency, and convergence. Various advanced topics of the applications.
EEM6242	SOLAR ENERGY AND DAYLIGHTING	Principle of solar energy and units of light and their measurements. Daylight availability and illuminance from sunlight and skylight. Calculation of daylighting.
EEM6243	HEAT TRANSFER THROUGH BUILDING ENVELOPE	Heat transfer mechanisms through building envelope. Calculation of overall thermal transfer value (OTTV) and roof thermal transfer value (RTTV).
EEM6244	ENERGY EFFICIENT FENESTRATION SYSTEM	Definition of a fenestration system, glazing, window frame, and exterior and interior shading devices. Standard for evaluating energy performance of fenestration systems.
EEM6245	HUMAN THERMAL COMFORT	Thermal comfort conditions, heat balance of human body, and heat exchanges between the human and environment. Thermal comfort standards, thermal comfort and discomfort indices, and thermal comfort assessment.
EEM6246	ENERGY AUDIT	Fundamental theoretical of each instrument that use in energy audit, energy analysis in steam system, air compressor system, electrical and lighting system, refrigeration and air-conditioning system, PV-battery-inverter, motors and transformer. To understand, analyze, calculate the main parameter and practice for developing energy efficiency of the systems.
EEM6247	ENERGY POLICY	Importance of energy to country development. World energy situation, problems and issues, strategies and trends. Thailands current energy policy and energy institutions. Energy transitions. Some basic concepts on system structure, energy forms, final demand and energy balance. Relationships between pricing structure and energy demand, and between the demand and the country economic structure. Potentials for alternative energy. Input-output analysis for energy. Sustainable Development for energy-policy makers. The role of renewables and associated environmental implications.
EEM6248	ENERGY PLANNING	Importance of energy planning. Techniques used in demand and supply analysis. Energy Forecasting. The use and fundamentals of energy systems modeling techniques for energy planning to explore energy futures and associated technology opportunities across various scenarios. Practice of energy systems modelling tools such as LEAP and others.
EEM6300	CARBON FOOTPRINT OF PRODUCTS	Types and sources of greenhouse gas emissions, Carbon footprint of product, Life cycle carbon, Mass and energy balance, Guideline of Carbon footprint of product, Carbon footprint of product label.
EEM6301	CARBON FOOTPRINT OF ORGANIZATION	Carbon footprint of organization. Greenhouse gas emission, source and sink activities. CFO guideline and organizational boundaries. Evaluation of greenhouse emission and removal. Principle of CFO inventory. Report and verification of organizational carbon footprint.
EEM6302	PRINCIPLES OF MANAGEMENT FOR GREENHOUSE GAS MITIGATION	Knowledge and understanding of the effects of greenhouse gas emissions on climate change, greenhouse gas mitigation, and carbon capture, utilization, and storage technology. Knowledge and understanding of the economic, policies and laws necessary to use various forms of carbon capture and storage technology. Application of captured carbon.
EEM6303	CARBON CAPTURE AND STORAGE TECHNOLOGY	Fundamental and advance technology of carbon capture and storage from various form of carbon generated from industrial factory and energy industry. For example, carbon dioxide separation technology from flue gas of industrial factory and carbon storage technology in natural reservoirs.
EEM6304	CAPTURED CARBON UTILIZATION	Fundamental technology for utilization of captured carbon in industrial and agricultural applications. Carbon storage and its utilization in trees and forest plantations, agricultural sector, and forest biomass. Uses of captured carbon to produce value-added products, for example, polymers, concrete and fuels.
EEM6308	PRINCIPLES IN BIOMASS ENERGY CONVERSION	Biomass as energy source. Advantages and disadvantages in use of biomass as energy source. Sources of biomass available for energy use. Overview of biomass conversion processes. Chemical conversion processes. Biological conversion processes. Thermal conversion processes. Applications of biomass conversion products.
EEM6309	EMISSION CONTROL IN BIOMASS COMBUSTION	Pollutant formation and health effects: general feature of pollutants arising from biomass combustion (smoke, volatiles and odour, nitrogen oxides and other nitrogenous pollutants, sulphur, chlorine compounds, metals and aerosol emissions). Emissions from different types of combustors and their control. Carbon capture and storage for biomass combustion.
EEM6310	BIODIESEL PRODUCTION FROM BIOMASS	Oil properties for biodiesel production. Domestic oil production. Fatty acid composition. Oil extraction processes. Oil refining processes (degumming, neutralization, dewaxing, bleaching, deodorization). Transesterification. ASTM characterization (flash point, kinematic viscosity, cloud point, water and sediment, total and free glycerin). Exhaust emissions. Principles in design of biodiesel plants.
EEM6311	BIOETHANOL PRODUCTION FROM BIOMASS	Biomass properties for bioethanol production. Biomass chemistry. Sugar crops. Starchy crops. Lignocellulosic biomass. Biomass pretreatment process. Household- and village-level ethanol production. Pilot scale ethanol production. Ethanol production from lignocellulosic biomass. Distillation of bioethanol. Anhydrous ethanol. Blending ethanol into gasoline. Effects of using bioethanol.
EEM6312	BIOGAS PRODUCTION FROM BIOMASS	Biomass properties for biogas production. Hydrolysis. Acidogenesis. Acetogenesis. Methanogenesis. Important biomass parameters in anaerobic digestion (biochemical oxygen demand, chemical oxygen demand, total organic carbon, total solids and volatile suspended solids). Design of biogas digester. Biogas utilization.
EEM6315	UTILIZATION OF ASH AND BIOCHAR FROM THERMO-CHEMICAL CONVERSION	Environmental problems from fly ash and bottom ash. Physical and chemical properties of ash from power plant. Utilization of ash, for example, soil conditioner, cement, extraction and production of silica. Effect of thermo-chemical conversion on biochar characteristics. Biochar utilization, for example, soil conditioner, adsorbent and value-added products. Evaluation of economics worthiness and environment.
EEM6316	WASTE CONVERSION TO ENERGY	Analysis and calculation of available heat, flue gas utilization for steam generation, air preheater and economizer. Technology for conversion of lignocellulosic wastes including agricultural residues, animal wastes and wood wastes to fuel and heat. Emission of pollutants through the combustion processes and control of emissions.
EEM6317	WASTEWATER TREATMENT IN BIOMASS CONVERSION PROCESSES	Wastewater characteristics from biomass conversion processes, biological wastewater treatment process, anaerobic wastewater treatment, biogas system and sludge treatment. Wastewater treatment design for biogas utilization.
EEM6319	INDOOR AIR QUALITY	Cause of indoor air problems, pollutant sources, and ventilation for acceptable indoor air quality. Improving indoor air quality and standards.
EEM6320	LIGHTING AND DAYLIGHTING TECHNOLOGY	Lighting, light sources, and lighting technologies. Illuminance through windows. Technologies for daylighting application
EEM6321	BUILDING AIR-CONDITIONING AND INDOOR ENVIRONMENT CONTROL	Air-conditioning and ventilation technologies and cooling load calculations. Measurement and control of energy and indoor environment in buildings.
EEM6322	GREEN BUILDING AND ENERGY SIMULATION	Principle of green building and green building certifications. Building energy systems and energy performance of buildings. Building energy simulation for green building.
EEM6323	PASSIVE DESIGN AND VENTILATION	Definitions of passive design, passive design techniques, and passive house standard. Ventilation technologies for buildings, including natural and mechanical ventilation
EEM6324	BUILDING ENERGY CODE	Concept of energy-efficient building design; Rationale of building energy code (BEC), Review of BECs in various countries; History of Thailands BEC, concept of building systems and whole-building-energy compliances; Criteria for energy efficiency of building envelope, lighting system air-conditioning system, and boilers, energy credit for renewable energy used in building; Computer program for BEC compliance; Case studies and workshop
EEM6325	ENERGY AND ENVIRONMENTAL ECONOMICS	Definition of energy and environmental economics. Analysis tools for energy and environmental economics, cost-benefit ratio, net present value, discount rate, emission charges, emission tax, and willingness to pay. Economic analysis for energy and environmental project.
EEM6326	ENVIRONMENTAL QUALITY MANAGEMENT	Environmental quality in national and international levels, Problem analysis, Environmental Management Policy and Plan, Environmental quality index, Risk assessment, Environmental tools in organization such as SWOT analysis, Greenhouse gas management, and Environmental management accounting.
EEM6327	ENVIRONMENTAL POLLUTION CONTROL TECHNOLOGY	Introduction to sources and pathways of pollutants. Principle of pollution control and treatment (biological, physical and chemical) in air, water and hazardous waste. Various technologies for pollution control, environmental laws and regulations, and criteria for selection of appropriate technology.
EEM6330	INNOVATION AND ENTREPRENEURIAL MINDSET	Innovation, Entrepreneurial Mindset, Basic business model
EEM6403	SOLAR CELL ENCAPSULANTS	สไกต์) ซึ่งมีเงื่อนไขและความต้องการที่ต่างกัน This course describes structure-properties-application relationships of polymeric materials used for encapsulation of solar cells. These include ethylene vinyl acetate copolymer (EVA) and the recently developed ethylene copolymers which are being used as replacements of EVA. The topics also include some related standards, specifications, and testing techniques such as chemical structure analysis, gel content test, moisture absorption test, transparency test, adhesion test mechanical and thermal properties tests.
EEM6409	MATERIALS DEGRADATION IN BIOMASS BOILER	Nowadays biomass from agriculture waste e.g. bagasse, straw is used as a fuel to generate electricity. During combustion not only ash accumulate on the parts affects thermal conductivity, the chemicals released from biomass and accumulated ash can react with parts as well. This event leads to corrosion. In addition, hard particle such as sand can erode parts also. Corrosion, erosion and synergy of them can result in leaks and catastrophic failures that can lead to cost of maintenance, replacement includes expense related to injury and loss of life. This course covers causes of corrosion, corrosion mitigation, corrosion management in biomass boiler including case study.
EEM6410	WEAR IN POWER GENERATOR AND ROTATIONAL EQUIPMENT	Wear is the removal of material to one or both surfaces when two solid surfaces move relative to each other. The loss by wear of relatively small amounts of material leads to a reduction in operating efficiency. Whenever a failure occurs, it will have an impact on the economy and safety. This course aims to provide learners with an overview of wear types, wear mechanisms and types of materials used in case studies of power generators and rotating equipment, and wear protection by the thermally-sprayed coating.
EEM6411	FIRESIDE SLAGGING, FOULING AND CORROSION ON HEAT-TRANSFER SURFACE	Slagging and fouling are the unwanted materials. Once it accumulates on heat-transfer surface, a reduction of heat transfer rate is promoted. Consequently, corrosion of equipment which may affects health and safety occurs. This module covers factors influencing a formation of slagging and fouling, corrosion caused by slagging and fouling including their mitigation method.
EEM6412	BATTERY MATERIAL TECHNOLOGY	Battery technology has been being developed to fit for use in various applications. At least six types of advanced battery technology including Li-ion battery, Li-S battery, Na-ion battery, Zn-ion battery, Zn-air battery and solid state batteries, are discussed in this course. The topics for each type include its component, working principle, performance, advantages and disadvantages.
EEM6416	POLYMER FOR CARBON CAPTURE	This modules covers the principles, design and applications of polymers in carbon capturing
EEM6425	BIO-BASED POLYMERS AND THEIR SUSTAINABLE APPLICATIONS	This course explains classification, chemical structure and properties of bio-based polymers. Synthesis, modification, compounding and processing of bio-based polymers. Bio-based polymer composite. Application of bio-based polymers, Industry trends, Bio Circular Green (BCG) model and Sustainable Development Goals (SDGs) of bio-based polymers.
EEM6426	POLYMER BLENDS	This course provides fundamental concept of polymer blending technology, including thermodynamic consideration, assessment of polymer miscibility, compatibilization of polymer blends, morphology of polymer blends and polymer blending in practice.
EEM6427	POLYMER PROCESSING	This course describes of polymer processing and relationship between processing and product properties, extrusion process, theoretical study of flows in extrusion, derivatives of extrusion, pipe-tube manufacture, sheet and film extrusion, cast-film and blown film processes, lamination, co-extrusion, profile extrusion and twin screw extrusion, injection moulding, flow phenomena and flow defect in injection moulding, derivatives in injection moulding; sandwich and co-injection moulding, gas-assisted injection moulding, blow moulding process, injection and extrusion blow moulding,
EEM6506	MICRO SPECIAL TOPIC I : ELECTROCHEMISTRY IN BATTERY	This course provides an in-depth exploration of the fundamental principles of electrochemistry as applied to battery technologies. Building upon core concepts of thermodynamics, kinetics, and interfacial phenomena related to battery performance.
EEM6509	SPECIAL STUDY I	Students are required to study and analyze the problem related to energy and materials technologies toward carbon neutrality, or a related field. This study may be undertaken at university or on industrial sites under closely supervision of senior faculties. Each project is expected to be completed in one semester.
EEM6510	SPECIAL STUDY II	Students are required to study and analyze the problem related to energy and materials technologies toward carbon neutrality, or a related field. This study may be undertaken at university or on industrial sites under closely supervision of senior faculties. Each project is expected to be completed in one semester.
EEM701	SEMINAR	Ph.D. students are required to present a seminar to audience. The topic should be related to their research work, in connection with dissertation or other related topic of current interest. The presentation should be organized as state-of the-art overview and the submission of a seminar report is required.
EEM702	RESEARCH METHODOLOGY	Research type and characteristics. Concepts and preparation driving to research problems. Preparation of research proposals. Information searches from national and international databases. Sampling techniques. Data collections. Standard deviations and errors. Hypothesis testing. Research analysis and interpretations. Research discussion and conclusion. Estimate cost in advance for a formal proposal based on entrepreneurial mindset. Research report and reference writing. Presentation skill. Research and article publications. Research ethics and intellectual property.
EEM703	DISSERTATION	Students are required to undertake research projects under the supervision of faculty members appointed by the school. Research project may be of basic, applied or developmental nature in the field of energy, environment and materials technology for carbon neutrality. Every effort would be made to tailor the project to suit the needs of individual students.
EEM704	DISSERTATION	Students are required to undertake research projects under the supervision of faculty members appointed by the school. Research project may be of basic, applied or developmental nature in the field of energy, environment and materials technology for carbon neutrality. Every effort would be made to tailor the project to suit the needs of individual students.
EEM708	DISSERTATION	Students are required to undertake design and development or research projects under supervision of senior members of teaching staff. The projects shall be relevant to conditions of energy, environmental and materials technology.
EEM709	DISSERTATION	Students are required to undertake design and development or research projects under supervision of senior members of teaching staff. The projects will be relevant to conditions of energy, environmental and materials technology.
EET200	ELECTRICAL DRAWING	Electrical circuit drafting, basic dimensions determination and electrical symbols according to international standards for electrical diagram pictorial, wiring, one-line, schematic and riser diagrams Drawing of electrical and lighting components Assembly and details of Electrical Machines, generation, transmission, distribution, power stations using Introduction to computer programs.
EET201	ELECTRICAL MACHINE CONTROL AND WIRING WORKSHOP	Workshop on Electrical Machine control and protection, Wiring based on standard, Electrical tools for wiring.
EET202	ELECTRICAL MACHINE	Magnetic circuits, principles of electromagnetic and electromechanical energy conversion, principles of rotating machines, electromagnetic torque, ideal transformers, ratio transformer, theory and analysis of single phase and three phase transformers, DC generator and single phase and three phase AC generators: construction, induced voltage, efficiency. DC motor and single phase and three phase AC motors: construction, efficiency, speed control, clockwise and counter-clockwise motor direction control, selection, application and maintenance.
EET203	ELECTRICAL DESIGN AND ESTIMATION	Basic design concepts, codes and standards, power distribution schemes. Electrical wires and cables, raceways, Electrical equipment and apparatus. Load calculation. Power factor improvement and capacitor bank circuit design. Lighting and appliances circuit design. Motor circuit design. Load, feeder, and main schedule. Emergency power system. Short circuit calculation. Grounding system for electrical installation. Preliminary Price Estimation, Estimation Characteristics, Estimation Method, and Power System Cost Estimation Procedure.
EET204	EFFECTIVE ELECTRICAL DATA INTERPRETATION	Visualization of electrical data by charts and graphs in two and three dimensions, fundamental statistics for electrical data analysis, formulating the mathematical models for trend forecasts based on available data collection, software for effective data presentation, demand analysis of data users, and proper selection of visualization styles on the basis of electrical data and users.
EET205	GROUNDING AND EARTHING SYSTEM	Principle and rationale for grounding of each type of high voltage equipment, selection of a guide over the high voltage distribution system line, Earthing standards Methods for earthing of high-voltage and low-voltage equipment, indoors and outdoors, Earthing methods for lightning protection overhead lines conducting current from earth to earth from current trap device,
EET206	TRANSMISSION, DISTRIBUTION, AND PROTECTION	Economic operation of power systems, substation, Parameter of transmission line, performance of transmission line, per-unit systems. Fundamental of protection practices. Instrument transformer and transducers. Protection devices and protection systems. Overcurrent and earth fault protection. Differential protection. Transmission line protection by distance relaying. Transmission line protection by pilot relaying. Motor protection. Transformer protection. Generator protection. Bus zone protection. Introduction to digital protection devices. Electrical System Preventive Maintenance. Total Productive Maintenance.
EET207	MOTOR CONTROL TECHNOLOGY	This subject is to introduce the overview of Motor Control Technology both dc motor and ac motor control for industrial applications. The students can classify Motor Control Technology in various industrial applications. In addition, the students can present the principle of electric motor control both direct current (DC) and alternative current (AC) in both single phase and three phase system. Moreover, the students would understand speed control, torque control and position control techniques for industrial applications. In addition, the students can apply the motor control techniques for increasing production efficiency for industry.
EET220	ELECTROMAGNETIC FIELDS
EET221	ELECTRICAL MANAGEMENT AND SERVICE	Study and perform maintenance of electrical systems inside and outside the building. Electrical appliance and smart device. Analyze the problem according to the specified schedule from the equipment manual or the period of use. Report writing Performance and maintenance plans systematically.
EET222	FUNDAMENTAL OF ELECTRICAL TECHNOLOGY	Ac single-phase and three-phase circuit analysis; complex power; basic principles, efficiency and connections of transformers; characteristics, operation, speed control and applications of, single-phase and three-phase induction motors; introduction to low-voltage electrical system design and protection.
EET223	ELECTRICAL TECHNOLOGY LABORATORY	Laboratory experiments on the Basic AC circuit analysis. Voltage, current and power. Transformers. Introduction to Electrical Machinery. Generators, motors and their uses. Concepts of three-phase system. Method of power transmission. Introduction to some basic electrical instruments.
EET260	POWER ELECTRONICS AND POWER QUALITY	This subject introduces power electronic technology and power quality. The student would understand the principle of power electronic and characteristic of solid-state switching devices such as diode, transistor, IGBT, Mosfet, Thyristor, Diac, Triac and so on. In addition, the student would be provided the knowledge of power electronic modules in many aspects for industrial applications such as AC-DC rectifier, DC-DC converter, DC-AC inverter, and Frequency conversion based on cyclo-converter. After understanding the basic concept and principle of power electronic, the student would be able to apply the power electronic technologies to solve the problem for industrial applications.
EET301	ELECTRICAL SYSTEM MAINTENANCE	Basic maintenance electrical maintenance, procedures preventive maintenance inspection with instrumentation and equipment, principles of practice include auditing activities of predictive or condition based maintenance, operation of equipment used in smart maintenance systems, including: sensor devices, data transmission system between devices or from the device to the server, software operation in the smart maintenance system for calculating, analyzing, managing, displaying, controlling, prompting and reporting. Interpreting and processing methods collected data such as flow and Power Vibration and heat, etc.
EET302	RENEWABLE POWER AND DISTRIBUTED GENERATION	Overview of energy usage and energy sources; electrical generator from renewable energy; characteristics of electrical generator from renewable energy; Renewable power plant technologies such as solar, wind, hydroelectric biomass fuel cell and Energy storages. Electronics control of electrical generator from renewable energy; simulation of electrical generator from renewable energy. Smart grid system; smart grid network design, application of technology in conjunction with the power system chain.
EET310	AUTOMATION SERVICE AND SYSTEM	Principles of automation technology. Programmable Logic Controllers (PLC). Digital communication. Feedback control system. Sensor, transmission and recording of sensing data. Electrical actuators. Machine vision and image preprocessing. Man-machine communication and service.
EET341	SYSTEM INTEGRATION	The objective of this subject is to present basic components of system integration for smart solutions consisting of sensor technology, actuator technology, microcontroller, data analytics and artificial intelligence (AI). The students would be provided the overview of technology integration in present and future trend. The architecture of system integration would be introduced and discussed the impact of smart solutions to stack holder
EET342	INDUSTRIAL EMBEDDED SYSTEM	Overview of the industrial embedded system, hardware organization and software organization. Industrial embedded system architecture such as microprocessor microcontroller PLC and industrial controller. Interfacing and real time concept for Industrial embedded system. Implementation technique, reliability and safety design. System evaluation and testing.
EET360	SENSOR TECHNOLOGY FOR INDUSTRY	This course introduces students to the basic knowledge of sensor technology for industrial applications. The general type of sensor technology such as temperature sensor, humidity sensor, capacitive sensor, position sensor, vision sensor, vibration sensor and so on would be introduced in detail. In addition, the interfacing concept of sensor technology with microcontroller would be explained in detail for industrial automation application. The students would understand the integration of sensor, actuator, and microcontroller for industrial applications.
EET380	ENTREPRENEUR FOR INNOVATION BUSINESS	This subject introduces the innovation business for entrepreneur. The main concept of this subject is to create the new generation of entrepreneur called innovation business entrepreneur. The student would understand the success keys in innovation business. The student would be provided the knowledge to create and manage the business by themselves. In addition, the student can be able to integrate the business and technology knowledge. The process of marketing opportunity creation based on both science and technology.
EET481	SPECIAL TOPIC IN ELECTRICAL TECHNOLOGY I
EET482	SPECIAL TOPIC IN ELECTRICAL TECHNOLOGY II : AUTOMATION SYSTEM
EEV607	SPECIAL STUDY FOR SCIENCE	Students are required to investigate the research and apply the environmental tools for data analysis and discussion under supervision of senior members of teaching staff. The project will be relevant to conditions of environmental technology.
EEV608	SPECIAL STUDY FOR ENGINEERING	Students are able to design pre-experiment to solve the environmental problems and apply the environmental tools for data analysis and discussion under supervision of senior members of teaching staff. The project will be relevant to conditions of environmental technology.
EEV631	HAZARDOUS WASTE TREATMENT AND CONTROL	Chemical fundamentals of hazardous materials and hazardous wastes. Laws and regulations related to hazardous wastes management including storage transportation treatment and final land disposal. Transport of contaminants in different media such as air, water or soil. Selection of appropriate technologies for hazardous wastes treatment for example physico-chemical processes, thermal processes, stabilization and solidification, and bioremediation of contaminated land.
EEV640	ENVIRONMENTAL ANALYSIS	Experimental design, statistical and sampling techniques for environmental analysis of wastes (water, air, soil and solid wastes). Methods of sample collection and preservation. Chemical, biological and physical analysis of water, wastewater, emission gases and solid wastes. Instrumentations for environmental analysis.
EEV644	INNOVATIVE BUSINESS FOR ENVIRONMENT, ENERGY AND MATERIALS	Overview and basic information for business structure related to environment, energy and materials. Principal of direct and indirect cost, expenditure, revenue and profit analysis. Feasibility analysis of business. Direct and indirect benefits of business on environment. Business forecasting. Case study of a business related to environment, energy and materials. Laws related to environment, energy and materials.
EGT501	APPLIED MATHEMATICS	Fourier Series and Fourier Transforms. Laplace Transformation and applications. Ordinary differential equations. Partial differential equations : boundary-valued problems, separation of variables techniques.
EGT502	COMPUTATIONAL METHODS	Error, error analysis, round-off error. Interpolation and approximation by interpolation. Solution of nonlinear equation, least square fitting. Numerical method for solving systems of linear equations. Numerical integration. Basic computer configuration and operation, system components and layout. Programming in BASIC, immediate and programme mode, syntax and elementary programming rules. Flowcharting, DOS and utilities use of diskettes. Different versions of BASIC and hardware/software requirement.
EGT503	FLUID MECHANICS	Introduction to fluid mechanics. Fluid statics. Conservation of mass, momentum, and energy. Dimensional analysis. Fluid measurement and instrumentation. Incompressible flow of inviscid fluid. Incompressible flow of viscous fluid (internal and external). Compressible flow.
EGT504	THERMODYNAMICS AND HEAT TRANSFER	Review of Thermodynamic concepts and properties. First and second laws of thermodynamics. Engineering cycles: Rankine, Brayton, Otto, Diesel, Stirling, Ericsson and vapour-compression cycles. Introduction to heat transfer: free and forced convection, steady state conduction, radiation.
EGT601	ENERGY SEMINAR	Students are required to present seminars on advanced development of energy technologies to their class-mates and members of teaching staff. Reports of the seminars have to be submitted for gradings.
EGT611	SUSTAINABLE ENERGY	Sustainable energy. Assessment and evaluation of energy resources. Technical performance. The impact of energy on environment and people. The impact of the public on the implementation of the energy system project. Project economic evaluation. Energy systems and sustainability metrics. Fossil fuels and fossil energy. Renewable energy and alternative energy. Electricity generation. Energy conservation and energy efficiency. Sustainable energy development for Thailand.
EGT613	MATHEMATICAL TECHNIQUES FOR ENERGY TECHNOLOGY	The analysis of solutions encountered in differential equations system. Introduction to the first and second order differential equations. The series solutions of ordinary differential equations: power series method, Legendres equation, Frobenius method, Bessels equation, orthogonal and eigenfunction. Principles of Laplace and inverse Laplace transforms, Fourier series, Fourier integrals, and Fourier transform. Basic concepts and solutions of partial differential equations: elliptic, parabolic, and hyperbolic.
EGT614	ENERGY SYSTEM DESIGN	Designing a workable system or an optimum system. Principles of electromechanical energy. Equation fitting for characterisation of energy equipment using experimental data. Modelling of energy equipment based upon physical laws. Energy system modelling and simulation. Selected optimization techniques for energy systems.
EGT621	THERMOCHEMICAL ENERGY CONVERSION	Introduction to thermochemical energy conversion. Fuels, classification of fuels, properties of fuels, production of solid, liquid and gaseous fuels from fossil. Fundamentals of combustion, properties of mixtures, combustion stoichiometry, chemical energy and equilibrium. Combustion of gaseous fuels, premixed flame, laminar premixed flame and applications, turbulent premixed flame and applications. Diffusion flame, fuel jet, jet flame physical description, flame lengths for circular-port and slot burners, parameters affecting flame lengths. Combustion of liquid fuels, spray formation and droplet behaviour. Combustion of solid fuels, solid fuel combustion mechanism. Fixed-bed combustion, suspension burning, fluidized-bed combustion. Pollutant emissions.
EGT622	ADVANCED THERMODYNAMICS AND HEAT TRANSFER	Advanced topics of energy, work, and exergy as they relate to various engineering fields. The application of thermodynamics concepts, including solar energy, refrigeration, air conditioning, thermo-fluid design, chemical design, entropy minimization, and industrial applications. Advanced concepts of heat transfer and their applications from a theoretical perspective. Subject areas include steady-state and transient system analyses for conduction, free and forced convection, thermal radiation, boiling, and condensation.
EGT631	SOLAR ENERGY	Nature of solar radiation, Measurement and interpretation of local solar radiation data, Transmission through and absorption by partially transparent media. Selective surfaces. Theories of flat plate collectors and focusing collectors, Hottel-Whillier’s equation.
EGT633	SOLAR CELLS AND APPLICATIONS	Concepts of energy conversion. Basic semiconductor theory and PN junctions. Solar cells: photovoltaic effect, solar cell characteristics, materials and technology. Terrestrial application of solar cells: dimensioning and economic consideration, examples of applications.
EGT642	HYDROGEN AND FUEL CELL TECHNOLOGY	Basic understandings of fuel cells and hydrogen used as a fuel in fuel cells. Hydrogen production, utilization and storage technology. Fuel cell principles, the fundamentals of fuel cell electrochemistry. fuel cell components. various types of fuel cells. fuel cell operation. and applications of fuel cells.
EGT671	THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS	The basic principles of finite difference, finite volume, and finite element methods. Exact and numerical solutions of Partial differential equations. The general form of governing equations, boundary conditions, and initial conditions of computational fluid dynamics. Incompressible and compressible flows. The laminar and turbulent modelings. Structured and unstructured grids. Stability, consistency, and convergence. Various advanced topics of the applications.
EIE101	SIGNALS AND SYSTEMS	System model as relationship of input and output signals. Discrete signals. Z transform. Continuous signals. Laplace transform. Discrete system representations in various forms including difference equations, block diagrams, discrete convolution, and transfer functions in Z-transform domain. Continuous system representations: differential equations, block diagrams, convolution, and transfer functions in Laplace-transform domain. Basics of discrete and continuous system analysis including frequency response and transient analysis.
EIE104	CIRCUIT ANALYSIS AND SIMULATION	Lumped-element circuit abstraction and linear electrical components. Electric circuit theory and analysis methods: Kirchhoff’s laws, Node and Mesh Analysis, Thevenin and Norton equivalent circuit, superposition theorem. Transient and frequency response analysis of RLC circuits. Phasors, phasor diagram and complex frequency. Power and Energy. Three phase circuit analysis. Two port network theory. Circuit simulation.
EIE105	COMPUTER PROGRAMMING FOR ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING	Introduction to computer systems. Computer components: hardware and software. Understanding interaction between computer hardware and software. Electronic Data Processing (EDP) concepts. Introduce some widely used programming languages. Program design and development. Flowchart. Differences between structural programming and objected oriented programming. Programming for handling different data types or structures, for example, arrays and records, file manipulation and interface with external peripherals. Develop a program to solve selected problems in the area of Electrical Communication and Electronic Engineering.
EIE130	BASIC COMPUTER PROGRAMMING LANGUAGES	Stored-program computation model; Computers and machine language; Basics of high-level programming languages: syntactics and semantics of a statement, compilation and interpretation process; Structures of a statement in a program: sequential, repetitive, and selective. Variables in a program: roles, data types, declarations, and assignments. Procedures and functions; Programming practices of selected programs for electronics and infocommunication engineering using a selected programming language and development tools.
EIE131	COMPUTER PROGRAMMING FOR ELECTRONIC AND INFOCOMMUNICATIONฺ ENGINEERING	Do programing macro in Microsoft Excel, PSPice, and MatLab to compute, solving problem, and simulation with Simulink simulation by using subject topic from signal and system, Discrete Number Probability and Statistics, and Circuit Analysis and Simulation.
EIE140	INTRODUCTION TO ELECTRONIC AND INFOCOMMUNICATION ENGINEERING	Introduction to principal engineering concepts including real system representation using abstract model (an abstraction) and level of abstraction, hierarchical structure and building blocks, and design methodology. Introduction to roles of electronics, computations, and communications in various application contexts. Challenges in engineering system design, drawing, building and applying of electronic systems, digital system and computers, and communication systems, and roles of the engineers.
EIE142	DISCRETE NUMBER PROBABILITY AND STATISTICS	Module 1 on Introduction to Discrete Mathematics: Set, Logics, Proof, Counting. Module 2 on Introduction to Statistics: Sample and population. Graphical representation of data. Descriptive statistics Module 3 on Introductory Probability: Sample space, Event, Probability, Conditional probability, Independence, Random variable, Discrete and Continuous distributions, Expected value. Module 4 on Applications: Use of software for hypothesis testing, confidence interval, and linear regression; Applications to electronics and infocommunication engineering.
EIE200	ELECTRICAL SIGNAL MEASUREMENTS AND INSTRUMENTATION	Nature of electrical energy in lumped-element circuit abstraction. Basic concept of electrical circuit experiments, signal measurements, and signal couplings. Basics of voltage and current measurement. Various instrumentations for measuring voltages and currents. Electric power and Energy measurements. Standard instrumentation and calibration. Sensors and measurement of signals in other forms.
EIE202	BASIC ELECTRICITY MEASUREMENT AND ELECTRONICS LABORATORY	Laboratory on electricity measurements and electronics experiments. Usages of signal measurement instrumentations and other equipment including oscilloscopes, signal gEIErators, power supplies, volt meters, amp meters, multimeters. Experiments on the topics of electronic device characteristics.
EIE210	ELECTRONIC DEVICES AND IC TECHNOLOGIES	Principle of electron tube operation; Basic semiconductor physics and P-N junction theory; Diode and zener diode characteristics; Bipolar junction transistors (BJT) and field effect transistors (FET): operations, characteristics, specifications, and DC biasing techniques; Analysis and design of BJT and FET amplifiers; Basics of semiconductor technologies: wafer, lithography fabrication process, IC packaging and tests; Basics of circuit layout.
EIE211	ANALOG CIRCUIT DESIGN	Differential amplifier circuits; Operation amplifiers (Op Amp): circuits, characteristics and limitations; Analysis and design of analog circuits for basic functions including signal amplifiers, filters, oscillators, integrators, differentiators, wave-shaping circuits, and mixers; Selected applications of analog circuits in sensors and signal acquisitions, and in electrical communication systems.
EIE219	ANALOG CIRCUIT LABORATORY	Experiments for study and/or verification of electronic and electrical circuits selected from EIE 211 and EIE 202
EIE220	PRINCIPLES OF ELECTRICAL COMMUNICATION SYSTEMS	Principles, components and communication models, finding the spectrum of a signal by Fourier transform, finding the output signal of a linear system by convolution, transmitting and receiving analog modulated signals such as AM, FM, PM, FDM signal combining, analog transmission system (wireless), converting analog signals to digital signals by sampling and generating PAM, DM pulse code signals, quantization and binary coding for generating PCM signals, generating various binary signals such as NRC, Bipolar, RC, etc., TDM signal combining and transmitting digital signals in pulsed signal form in AWGN channels (in the signal line).
EIE221	DIGITAL COMMUNICATION	Digital communication system, Types of digital formatting, Basic digital information encoding, Modulation and Detecting pulse communication, Transmit and receive high frequency digital communication (ASK, FSK, PSK, CPM, DPSK, QAM, and M-ary signals), Communication system link analysis, Modulation and coding trade off, communication system synchronization, Multiplexing and Multiple access (FDMA, TDMA, and CDMA spread spectrum), Bandwidth limited channel, Multipath fading channel.
EIE222	ELECTRICAL COMMUNICATION LABORATORY	Experiments on basic communications and telecommunications both systems and circuits: AM and FM modulation/ demodulation, pulse modulation, digital communication both baseband and passband signals.
EIE230	BASICS OF ALGORITHMS AND DATA STRUCTURE	Algorithmic problem solving; Running time complexity; Basic data structures: arrays, table, queues, stacks, linked lists, and tree; Various sort and search algorithms in various aspects: data structure, design techniques, and algorithm analysis; Hashing; Graph data structure and related problems: graph traversal, minimum spanning tree (MST), and shortest path; Algorithms for selected problems in electronic and infocommunication engineering.
EIE231	DIGITAL SYSTEM ENGINEERING	Information: definition and quantitative measure as number of bits, encoding using digital bit string; Digital abstraction and its roles in building a highly complex system; Principles of combinational and logic circuits: Boolean algebra and logic functions, static disciplines of combinational devices and circuit composition, realization of combinational devices using the CMOS technology; Combinational system design and implementation: logic circuit synthesis, ROM implementation, Programmable Logic Array (PLA) implementation, multiplexor (MUX) implementation;
EIE232	DIGITAL SYSTEM ENGINEERING LABORATORY	Laboratories for study or verification of digital system systems selected from EIE 231: digital system description using hardware description languages (HDLs), simulations, synthesis, implementation using standard ICs, implementation of digital system on FPGA chip, and experiments to verify the implementations.
EIE242	DIGITAL TECHNOLOGY LAW REGULATION AND POLICY	The aim of this course emphasizes on studentssufficient background in the era of digital economy which plays the important fundamental in technology industry. The topics include broadcasting and telecommunication law and regulation, spectrum policy, ICT law and regulation including software patents, intellectual property for business competitivEIEss, e-commerce and computer crime.
EIE270	ENGINEERING PROJECT MANAGEMENT BASICS	Introduction to engineering projects. Project organization, resource estimation, and project scheduling. Management of project outputs. Risk assessment, and risk strategies. Project communications. Modern resource management methods. Project execution under budget constraints.
EIE301	PROBABILITY AND STATISTICS FOR ENGINEERS	Probability Theory, Axioms for probability in discret sample space, Counting sample point, Independent and dependent event. Bayes Theorem, Poisson distribution, Normal distribution, Joint distribution, Distribution of Sums and Averages, Central limit theorem, Covariance and Correlation, Sampling distribution, F-distribution, Estimate and test of hypothesis, Least squares methods.
EIE301	LINEAR CONTROL SYSTEMS	Review of matric mathematics for Basic Elements of Control System Open loop and Closed loop systems Mathematic physical modeling : Transfer function, Modeling of Electric systems, Translational and rotational mechanical systems Block diagram Techniques Signal flow graph – Time response analysis First Order Systems Impulse and Step Response analysis of second order systems and higher order systems Steady state errors P, PI, PD and PID Compensation, Routh-Hurwitz Criterion, Root Locus Technique, Construction of Root Locus,
EIE310	INTRODUCTION TO POWER ELECTRONICS	Selected power electronic switches: characteristics, specifications, and limitations; Power amplifiers: mode of operations and circuits. Switch-mode DC-to-DC conversions. AC-to-DC and DC-to-ACpower conversions: rectifiers and inverters. Power supply and power management for electronic systems. Motor-drive power supply. Basics of electromagnetic interference (EMI) and electromagnetic compatibility (EMC).
EIE311	FUNDAMENTALS OF ELECTRONIC PRODUCT DESIGN	Printed circuit board (PCB) characteristics. PCB technologies. PCB layout and software for PCB layout design. Guidelines in designing PCB layouts for embedded electronic systems: signal integrity, current capability, signal coupling, frequency effects, electromagnetic interference (EMI), and electromagnetic compatibility. Practice PCB design for circuits selected from EIE 310; Electronic case design and considerations. Challenges in embedding electronic system as a part of a product.
EIE313	INTEGRATED CIRCUIT DESIGN	Introduction to CMOS technology and design tools; Layout design rules; Layouts, cross-section views, and electrical characteristics of basic electronic and parasitic devices in CMOS technology including resistors, capacitors, diodes, and MOSFETs; Circuits and layouts of selected analog modules; Circuits and layouts of selected digital modules; A class project for circuit layout design.
EIE322	FUNDAMENTALS OF OPTICAL ELECTRONICS, OPTIC FIBERS, AND TRANSMISSION LINES	Introduction to optical electronics, optical communication system; Dielectric Waveguide and propagating conditions; Fiber optic cables, types, parameters, production and application; Light transmission via optical fiber; Light source and light detector characteristics; Noises in optical receivers: shot-noise and thermal noise and etc.; Signal degradations, attenuation and dispersion in fiber link; Fiber link budget calculation; Basic concept of FTTX, Wire communication network: Y, Z, F, G, H matrix, relation; connection and basic circuits, network transformation, transmission quantities, wave filters, attenuator;
EIE323	FUNDAMENTALS OF ฺANTENNA AND ELECTROMAGNETIC WAVE PROPAGATION	Basic definitions and theorems, Maxwells equation, retarded potentials. Uniform plane wave, motion of wave in dielectrics and conductors, skin depth, pointing vector and power of wave, incident and reflection of uniform plane waves, formulation of the radiation problems; isotropic point source; power and field patterns; directivity and gain; radiation impedance; wave polarization; efficiency; bandwidth; radiation from current elements, ground effect; radiation properties of linear wire antenna; linear array antenna, log-periodic antenna; microstrip antenna; modern antenna for current applications; antenna characteristics measurement.
EIE325	ELECTROMAGNETIC FIELDS AND WAVES	Three-dimensional vector analysis for engineers. Electrostatic fields: Coulombs law and electric field intensity, electric flux density, Gausss law and divergence, Energy and potential, conductors, dielectrics and capacitance, Poisson and Laplace equations. Steady magnetic fields: Magnetostatic fields: Biot-Savarts laws, Amperes circuitry law, curl and Stokes theorem, magnetic flux density, magnetic forces, materials and inductance. Time-varying fields and Maxwells equations, Faradays law.
EIE326	ANTENNA NETWORK DESIGN FOR MICROWAVE COMMUNICATIONS	Review of Maxwells equations and boundary conditions for electromagnetic fields; Microwave in different media; Transmission line theory; Impedance matching and tuning of transmission lines; Smith chart; Antenna types and characteristics; Microwave communication system; Antenna network design
EIE331	ROUTER AND SWITCH	Introduce type of transmission media, Ethernet frame format, IP address format, Internet control message protocol, Address resolution protocol, Transport layer protocol, Data forwarding Scenario, Foundation and management of routing method, Switch network structure; set up and configuration switches in various connection patterns.
EIE334	MICROPROCESSOR-BASED COMPUTER SYSTEMS	Microprocessor architecture and instruction sets using a selected microprocessor as pedagogic examples. Introduction to microprocessor-based computer systems. Bus systems. Virtual memory and memory management in computer systems. Peripheral I/O devices: hardware systems, interrupts, direct memory access (DMA) and data streaming. Selected computer systems. Introduction to operating system (OS). Configuration and installation of an operating system on a selected computer system.
EIE335	ELECTRICAL COMMUNICATION, COMPUTER AND NETWORK LABORATORY	Experiments on switches and routers in communication networks, optical fiber inspection, transmission lines, antenna and electromagnetic waves. Experimental topics selected from EIE 331, EIE 322, and EIE 323
EIE345	PROBABILITY AND DATA ANALYTICS	An introduction to probability theory, the modeling and analysis of probabilistic systems, and elements of statistical inference. Probabilistic models, conditional probability. Discrete and continuous random variables. Expectation and conditional expectation, and further topics about random variables. Limit Theorems. Bayesian estimation and hypothesis testing. Introduction to statistical signal processing
EIE346	DATA COMMUNICATION NETWORK	Key principles of computer networking, examples from the real world of network and protocol design, protocols and networking technologies, getting connected, internetworking, end-to-end protocols, congestion control and resource allocation; end-to-end data, network security, and applications
EIE347	INFOCOMMUNICATION LABORATORY	Experiments on using computer programming to compute probability and data analytics and Experiments on data communication networks. Experimental topics selected from EIE 345 and EIE 346
EIE371	INDUSTRIAL TRAINING	Practical training in industry during summer for no less than six weeks.
EIE372	PROPOSAL OF PROJECT IN ELECTRONIC AND INFOCOMMUNICATION ENGINEERING	Research study to form a project proposal in electrical communication and electronic engineering including problem statement, objectives and scopes, literature reviews, choosing the approaches, and planning.
EIE413	POWER ELECTRONICS AND APPLICATIONS	Semiconductor devices for power electronics circuits; Pulse width modulation (PWM) and gate driving circuits; low-frequency rectifier and converter, pulse width modulation technique, high-frequency switching DC/DC converter and control circuits, active power factor correction circuit, power electronics applications.
EIE414	AUDIO ENGINEERING	This course introduces the audio systems both from the view of device and circuit technology and the view of user requirements. The subject emphasizes on circuit principle and design technique by studying from various examples ranging from low-noise preamplifiers, small-signal amplifiers to high-level power amplifiers. The latter includes high-efficiency output stage and distortion reduction. Additionally, loudspeaker theory, measurement techniques and digital processing, which is being used for the modern high-performance audio systems, are also presented. This course also includes case studies in practical use.
EIE421	NETWORK COMMUNICATIONS	Fundamental concepts in the design and analysis of computer communication networks, the OSI layered network architecture. Data link protocol, routing, flow control, multi-access techniques, case studies of some selected network architecture, public data networks and local area networks. Next Generation Network (NGN).
EIE423	OPTICAL COMMUNICATIONS	Introduction to optical communication system. Dielectric Waveguide and propagating conditions. Fiber optic cables; SI-fiber, GRIN fiber, etc. Light transmission in space and in optical fiber. Light source characteristics: LED, and LASER etc. Characteristics of optical media of transmission. Optical communication devices such as optical switches, optical attenuators, coupler, lens, and detectors. Noises in optical receivers: shot-noise and thermal noise and etc. Losses in fiber link. Fiber link budget calculation.
EIE429	ANTENNA THEORY	Basic definitions and theorems, formulation of the radiation problems, isotropic point source, power and field patterns, directivity and gain, radiation impedance, wave polarization, radiation from current elements, radiation properties of linear wire antenna, linear array antenna, Uda-Yagi antenna, log-periodic antenna, aperture antenna.
EIE443	ADVANCED CONTROL SYSTEMS	Modeling and analysis of control systems in terms of state-space models. Review of linear algebra and fundamental of state-space analysis. Study of the structural properties of control systems: stability, controllability, and observability. Feedback system design from basic properties of feedback: State-feedback controller and output-feedback controller. Basic concepts of fuzzy system and modelling.
EIE451	OPTICAL ENGINEERING	Fundamental of light waves, Geometrical and Physical optics: propagation, reflection, refraction and diffraction of light, lens, passive optical components, polarization, optical modulators, interferometers and lasers.
EIE452	RADIO WAVE PROPAGATION	Ground wave propagation, sky wave propagation, space wave propagation in the troposphere, tropospheric scattering propagation, microwave radio relay systems, satellite and space communication, radar propagation into: seawater, atmospheric ducts, and nonstandard refraction.
EIE460	INTRODUCTION TO INTERNET OF THINGS	.
EIE461	INTRODUCTION TO DIGITAL IMAGE PROCESSING	Digital representation of images. Two-dimensional filtering. Image analysis as well as basic image processing operations, Histogram, Convolution kernels, Spatial filtering, Morphology.
EIE467	DIGITAL IMAGE PROCESSING AND APPLICATIONS	Digital image fundamentals, histogram and thresholding, rotation and scaling, image enhancement, mathematical morphology, spatial image filtering, frequency image filtering, edge detection, image restoration, image segmentation, contour and shape descriptors, color image processing, image classification, applications with other fields
EIE470	PROGRESS OF PROJECT IN ELECTRONIC AND INFOCOMMUNICATION ENGINEERING	Conduct a research and development (R&D) work for engineering a prototype or a system specified in the project proposal (EIE 372) following the project plan. The project progresses can lead to a project delivery (in EIE 471) or be adapted for a work-integrated-learning (WIL) project delivery (in EIE 472)
EIE471	DELIVERY OF PROJECT IN ELECTRONIC AND INFOCOMMUNICATION ENGINEERING	Conduct a research and development (R&D) work for engineering a prototype or a system specified in the project proposal (EIE 372) following the project plan and continuing from the progresses that have been done in EIE 470
EIE472	DELIVERY OF COOPERATIVE PROJECT IN ELECTRONIC AND INFOCOMMUNICATION ENGINEERING	Execution of a cooperative project, which is motivated by a real-world problem in the electronics and infocommunication industries. Learning experiences while interning under the cooperative study program
EIE477	ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING PROJECT I	Continuation and completion of project assigned in EIE 372.
EIE478	ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING PROJECT II	Continuation and completion of project assigned in EIE 477.
EIE490	SPECIAL TOPIC I : INTRODUCTION OF MOBILE BROADBAND
EIE490	SPECIAL TOPIC I : DEEP LEARNING
EIE490	SPECIAL TOPIC I : OPTIMIZATION TECHNIQUES	1D optimization algorithms; unconstrained optimization; linear programming; constrained optimization; multiobjective optimization, guided random search methods
EIE500	TECHNOLOGIES FOR ELECTRICAL AN INFORMATION ENGINEERING	Basics of information. Reviews of systems based on the digital abstraction from electronic circuits to computer systems. Reviews of IC technologies for digital system realization. Generic model of IoT (internet-of-thing) technology platforms and their applications of intelligent services. System metrics and tradeoffs. Communication versus processing platform. Selected hot issues in applying technology platforms.
EIE501	RESEARCH METHODOLOGY FOR ELECTRICAL AND INFORMATION ENGINEERING	Research methodology for electrical and information engineering. Literature search and reviews. Research problem and hypotheses formulation. Research result evaluations using statistical techniques. Verifications of solutions to a research problem using simulations and experiments. Ethics in research and publication. Research project writing and presentation.
EIE502	MANAGEMENTS IN RESEARCH PROJECTS IN ELECTRICAL AND INFORMATION	Introduction to engineering project management. Challenges in the management aspect of projects applying digital technologies. Cost estimations of selected projects. Basics of risk assessment in project applying digital technologies.
EIE503	ADVANCED MATHEMATICS FOR ELECTRICAL AND INFORMATION ENGINEERING	Optimization techniques include Classical optimization techniques, single variable optimization, multivariable optimization with no constraint, multivariable optimization with equality constraints, multivariable optimization with inequality constraints. Lagrange multiplier, linear programming simplex method, one-dimensional minimization methods, unconstrained optimization techniques for multivariable function, constrained optimization techniques. Computational methods: Solution to system of linear equations, solution to system of nonlinear equation, numerical interpolation, numerical integration.
EIE504	SYSTEM THEORY AND MODELING	System modeling. Basic method for the mathematical modeling of physical systems. Distributed and lumped parameter models. Linear operators. Mathematical descriptions of linear systems. Controllability and observability. Irreducible realization of rational transfer-function matrices. Canonical forms, state feedback and state estimators. Stability.
EIE505	PROBABILITY THEORY AND STOCHASTIC PROCESSES	Probability theory including random variables, functions of random variables (moments, distribution functions and characteristic functions), functions of multirandom variables, transformations, conditional distributions, sequence of random variables, and the central limit theorem. Stochastic process (correlation, covariance, and stationary), ergodic processes, and spectral analysis.
EIE506	DESIGN AND ANALYSIS OF ALGORITHMS	Review of Turing machine; algorithmic problem solving; algorithm description; analysis of algorithms: big idea, big notation, problem complexity; algorithm design techniques: divide-and-conquer, randomized algorithms, dynamic programming, greedy-choice; examples of algorithms based on data structures: hashing, heap search; graph and graph problems: minimum spanning tree, shortest path, graph traversal; selected algorithmic problems.
EIE507	INFORMATION, DETECTION, AND ESTIMATION	Review on probability distributions, expected value, and optimization. Likelihood-ratio test, performance of likelihood-ratio test. Binary classification, performance of binary classification. Maximum likelihood estimation, performance of maximum likelihood estimation, information inequality. Applications of detection and estimation.
EIE607	RESEARCH STUDY	Students are required to take a research project under supervision of teaching staff members. Emphasis will be on utilizing knowledge of the electrical and information engineering to solve specific and real problems in industry, agriculture, etc.
EIE607	RESEARCH PROJECT IN ELECTRICAL AND INFORMATION ENGINEERING	Students are required to take a research project under supervision of teaching staff members. Emphasis will be on utilizing knowledge of the electrical and information engineering to solve specific and real problems in industry, agriculture, etc.
EIE608	ENTREPRENEURSHIP AND INNOVATION IN ELECTRICAL AND INFORMATION ENGINEERING TECHNOLOGY	Fundamental concepts of electrical and information engineering technology innovation and entrepreneurship. Review up-to-date technology platform and analyze the trend of future technology. Study of the importance of electrical and information engineering technology innovation in shaping the knowledge for future economic trends. General basic concepts of intellectual property rights, market research and marketing, accounting, finance, and entrepreneurial management. Guidelines for effective presentation and writing about an innovation. Ethics of innovators.
EIE609	INFERENCE AND INFORMATION	Introduction to principles of Bayesian and non-Bayesian statistical inference. Hypothesis testing and parameter estimation, sufficient statistics, exponential families. Expectation-maximization (EM) algorithm. Introduction to machine-learning methods.
EIE620	ARTIFICIAL NEURAL NETWORK	Models of artificial neural networks, Perceptron learning processes, Single layer perceptrons, Multilayer perceptrons, Single layer feedback networks, Associative memories, Self-organizing Maps, Competitive Networks, Convolution neural networks
EIE621	IMAGE PROCESSING AND COMPUTER VISION	Fundamental of visual data and information. How to design and construct visual-information-processing system. Basic theory for processing visual information. Image enhancement. Image compression. Image representation and description. Image recognition, and robot vision.
EIE638	WIRELESS SENSOR NETWORK	Knowledge about wireless sensor network (WSN) such as technique details of wireless sensor node (electronics circuits structure, inside node sub-system, channel connecting sub-systems, and system and energy managements program), details of wireless sensor node communication in WSN (from signal level in physical layer up to communication device MAC layer end at network layer, routing protocol for transmitting wireless sensor node data), detail of cooperation of wireless sensor node, WSN structure types, WSN implementation applications and limitation.
EIE643	DIGITAL CONTROL SYSTEMS	Introduction to digital control. Difference equation and Z-transform. Conventional digital control system design via transform techniques. Digital filtering and digital compensator design sampling. State-space analysis of digital control systems. Effects of quantization and errors. State-space approach to control system design. Linear discrete-time optimal control.
EIE657	ENTREPRENEURSHIP IN INDUSTRY	Entrepreneurship in an industrial organization. Hardware and software industries. Helpful tools and techniques for developing, within an existing organization. Business startup. Seeking venture and joint venture. Business and financial models. Traction channels. Intellectual property.
EIE658	MODERN ICT MANAGEMENT IN DIGITAL ERA	This course will explore in depth of ICT management in digital disruption era, according to the liberalization in emerging information economy. Primary focus of the course will be on Technology Trends, regulation and policy, Spectrum policy, Legal and regulatory issues presented by the rise of digital technology, telecommunication economics, and organization in ICT markets.
EIE670	SUPERVISED STUDY	Individualized study and work depending upon area of interest in electrical engineering, control system, electronics, communication, information engineering, etc. under supervision of advisor.
EIE672	SPECIAL TOPIC I : OPTICAL FIBER NETWORKS	Optical fiber network: bus and star networks. Optical fiber components: fibers, couplers, filters, lasers, amplifiers, modulators, switches, receivers, Multiplexing technique: Time division, wavelength division.
EIE672	SPECIAL TOPIC I : DEEP LEARNING	This course covers the basic concepts of machine learning as follows. Neural Networks Convolutional Networks Sequence Models Implementation of Deep Learning
EIE673	SPECIAL TOPIC II : ARTIFICIAL NEURAL NETWORK	Models of artificial neural networks, Perceptron learning processes, Single layer perceptrons, Multilayer perceptrons, Single layer feedback networks, Associative memories, Selforganizing Maps, Competitive Networks, Convolution neural networks
EIE674	SPECIAL TOPIC III : WIRELESS SENSOR NETWORK
EIE680	JOURNAL PAPER WRITING AND RESEARCH METHODOLOGY	Discussion of differences between conference and journal papers. Study of research topic selection. Topic analysis and solution, primary experiment and solution test design. Circuit analysis and simulation by using computer. Data analysis using statistics. Final analysis solution and circuit test. Final result summarization. Presentation and paper writing. Case study and seminar in electrical and information engineering using advanced technologies such as IoT and renewable energy technologies. Overview of technical research and report writing. Information structure/techniques in technical writing. Types of technical report. Principles and procedure of technical writing.
ELT691	SPECIAL STUDY IN APPLIED LINGUISTICS	Participants are required to design and undertake a small-scaled research study, following a conventional research format, under the supervision of the special study committee. The topic of the study will be of direct relevance to applied Linguistics and English language learning and teaching in the country or international-wide.
ELT693	THESIS IN APPLIED LINGUISTICS	Participants are required to design and undertake a research project, following a conventional research format, under the supervision of the thesis committee. The topic of the thesis will be of direct relevance to applied Linguistics and English language learning and teaching in the country or international-wide.
EMM412	FUNDAMENTAL OF ELECTRICAL ENERGY MANAGEMENT	Fundamental of alternative current, voltage and power, 3-phase electrical system, electrical losses, electrical measurement, electrical tariff calculation, energy audit and basic principle of electrical energy management.
EMM413	THERMODYNAMICS AND HEAT TRANSFER	Review of Thermodynamic concepts and properties. First and second laws of thermodynamics. Engineering cycle: Rankine, Brayton, Otto, Diesel, Stirling, Ericsson and vapour-compression cycles. Introduction to heat transfer and forced convection, steady state conduction, radiation
EMM605	SPECIAL TOPICS I : CLIMATE POLICY AND CLEAN ENERGY TRANSITION	An introduction to the environmental processes of the Greenhouse Effect and the carbon cycle. Sustainable development goals focusing on affordable and clean energy, and climate action. A broad understanding of climate policy on all aspects for current developments in the clean energy transition. International climate policy best practices. Prevalent barriers to greater renewable energy investment and cost-effective integration of renewable energy into the power system. The role of markets in the energy transition.
EMM605	SPECIAL TOPICS I : DATA ANALYSIS AND DECISION MAKING IN ENERGY MANAGEMENT	Data science and application; characteristics of data; data collection and management; Statistical methods; Data visualization; Introduction to artificial intelligence (AI) and machine learning; Decision Tree; Forecasting; Problem solving via linear programming; Decision and risk analysis; Applications in Energy Management
EMM606	SPECIAL STUDY	Students are required to undertake a project study on an approved topic under supervision of a senior staff. The study may involve data collection or conduct of experiment as well as analysis and critical survey. Each project should require on semester work.
EMM612	ENERGY AND ENVIRONMENTAL MANAGEMENT	Energy and Environmental Management in a work place. Policy and objectives, organization structure, staff and defies. Reports and controlling format. Auditory of situation, improvement measures and implementation. Project management, conditions and specification. Contract management, negotiation, staffing and liaison. Planning and scheduling, team working, budgeting and controlling. Risk and conflict management. End of project report and commissioning. Supply chain management. General knowledge and Concept of Sustainable energy goal
EMM613	ENERGY AND ARTIFICIAL INTELLIGENCE	Introduction Artificial Intelligence (AI) for energy applications, including energy systems, energy materials, energy utilization and conversion processes, and energy and society. Machine Learning approaches to the prediction of energy use in building, industry and transport sectors, Selected AI technologies and methodologies for decarbonization pathways and sustainable development. Concept of circular economy. The cutting-edge research outlook at the interface between AI, Energy and Society.
EMM614	MODERN MANAGEMENT	Corporate culture and change. Vision, mission and goal. Strategic plans for implementation. Change management, team-working, leadership, quality management, good governance and the rule of laws. Cross-functional management. Risk and conflict management. Contracts, agreement, and negotiation.
EMM615	ENERGY ECONOMICS	Introduction to economics: fundamental concepts regarding energy. Demand and supply, and the role of price. Theories of consumers and producers. Selected financial appraisal and incentives for alternative energy implementation. Estimating the cost of electricity. Environmental decision making and economic instruments. Environmental valuation. Economic and technical feasibility of energy conservation and renewable energy projects. And practical use of some energy economic models and tools.
EMM631	ENERGY POLICY AND PLANNING	Importance of energy to country development and overall planning. World energy situation, problems and issues, strategies and trends. Some basic concepts on system structure, energy forms, final demand and energy balance. Relationships between pricing structure and energy demand, and between the demand and the country economic structure. Potentials for substitution. Economic and technical feasibility of conservation. Techniques used in demand and supply analysis. Input output table analysis. Planning models and software applications. Integrated planning framework.
EMM651	SOLAR ELECTRICAL TECHNOLOGY AND MANAGEMENT	Electricity from solar cells Fundamental of solar energy Configuration of solar cells Solar cell systems Design of solar cell systems Installation of solar cell system Regulation of solar roof and solar farm Solar thermal power systems Parabolic trough collector systems Power tower systems Solar dish systems Energy analysis of solar power plants Solar ponds Solar chimneys Policy to promote electricity production from solar cells
EMM661	ENERGY CONSERVATION IN INDUSTRIES	Energy management program in industrial plant. Surveys and audits, and tools. Estimation of energy conservation potentials and financial evaluation. Energy management and conservation strategies in steam system, combustion, condensate system, liquid heating, drying, furnaces and kilns and others. Waste heat recovery and cogeneration.
EMM662	BUILDING ENERGY SYSTEM MANAGEMENT	Ventilation and air-conditioning technologies. Insulation materials. Building utility, facility and energy requirement. Building energy load and thermal dynamics. Solar radiation, heat gain, shading, and illuminous effect. Measurements and control of energy in building, building automation system. District cooling. Energy conservation methods as applied to lighting and cooling of building, daylighting, and cold panels. Case studies on hotels and hospitals. Energy efficiency and improvement measures in some common electrical equipment and appliances, such as transformers, pumps, blowers, lifts and elevators, etc.
EMM663	ENERGY MANAGEMENT IN TRANSPORTATION	Transportation systems: comparison and choice criteria, government role, transport components and services. Transportation economics: cost and pricing. Project evaluation. The use of energy in transport, energy efficiency of various modes, including, electric and autonomous vehicles saving measures and strategies relating to engineering aspects, transport management, traffic management, infrastructure and urban form.
EMM665	HUMAN THERMAL COMFORT AND INDOOR AIR QUALITY	Conditions for thermal comfort, heat balance of human body and heat exchange between the human and environments. Thermal comfort standards, comfort indices, thermal discomfort, adaptive thermal comfort, and current research in thermal comfort. Cause of indoor air problems, pollutant sources, indoor air pollutant and health, improving indoor air quality and standard.
EMM667	BUILDING ENERGY SIMULATION AND APPLICATIONS	Energy use in building, Building energy performance criteria Building energy Standand, Building energy simulation model and calculation, Requirements of building energy simulation, Weather data, Applications, Case studies and practices
EMM668	ENERGY CONSERVATION IN AIR CONDITIONING SYSTEMS	Properties of moist air, Air conditioning systems, Psychrometry of air conditioning processes, Design conditions, Solar radiation, Heat transfer through building structures, Load calculations, Duct and fan design, Energy Conservation in Air Conditioning Systems
ENE100	INTRODUCTION TO ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING	Introduction to principal engineering concepts including real system representation using abstract model (an abstraction) and level of abstraction, hierarchical structure and building blocks, and design methodology. Introduction to roles of electronics, computations, and communications in various application contexts. Challenges in engineering of electronic systems, digital system and computers, and communication systems, and roles of the engineers.
ENE101	SIGNALS AND SYSTEMS	System model as relationship of input and output signals. Discrete signals. Z transform. Continuous signals. Laplace transform. Discrete system representations in various forms including difference equations, block diagrams, discrete convolution, and transfer functions in Z-transform domain. Continuous system representations: differential equations, block diagrams, convolution, and transfer functions in Laplace-transform domain. Basics of discrete and continuous system analysis including frequency response and transient analysis.
ENE102	FUNDAMENTALS OF PROBABILITY AND STATISTICS	Sample and population. Graphical representation of data. Descriptive statistics. Random experiment, Sample space, Event, Probability, Independent and dependent events. Bayes Theorem, Random variable, Discrete and Continuous distributions, Expected value. Joint distributions. Use of software for hypothesis testing, confidence interval, and linear regression. Applications to engineering.
ENE103	ELECTROTECHNOLOGY I (ELECTRONICS)	Conduction in metals and semiconductor. Semiconductor device characteristics. Transistor circuits. Operational amplifier operation and applications. Digital circuits. Basic logic gates. Boolean algebra. Combination and sequential circuits.
ENE104	CIRCUIT ANALYSIS AND SIMULATION	Lumped-element circuit abstraction and linear electrical components. Electric circuit theory and analysis methods: Kirchhoff’s laws, Node and Mesh Analysis, Thevenin and Norton equivalent circuit, superposition theorem. Transient and frequency response analysis of RLC circuits. Phasors, phasor diagram and complex frequency. Power and energy. Three phase circuit analysis. Two port network theory. Circuit simulation
ENE109	ENGINEERING DRAWING FOR ELECTRICAL ENGINEERING	Instruments and their use. Applied geometry. Lettering. Orthographic drawing and sketching. Dimensions and notes. Orthographic projection of points, lines, planes, and solids. Auxiliary view: points and lines; planes and solids. Pictorial drawing: Isometric and oblique drawing and sketching. Sections and conventional practice. Drawing and the shop. Dimensioning standard features, dimensions of size, location and correlation. Surface texture. Fits and tolerance. Geometric tolerance. Screw threads, threaded fasteners, keys and splines, rivets and welding. Gears. Springs.
ENE130	BASIC COMPUTER PROGRAMMING LANGUAGES	Stored-program computation model; Computers and machine language; Basics of high-level programming languages: syntactics and semantics of a statement, compilation and interpretation process; Structures of a statement in a program: sequential, repetitive, and selective. Variables in a program: roles, data types, declarations, and assignments. Procedures and functions; Programming practices of selected programs for electrical communication and electronic engineering using a selected programming language and development tools.
ENE200	ELECTRICAL SIGNAL MEASUREMENTS AND INSTRUMENTATION	Nature of electrical energy in lumped-element circuit abstraction. Basic concept of electrical circuit experiments, signal measurements, and signal couplings. Basics of voltage and current measurement. Various instrumentations for measuring voltages and currents. Electric power and energy measurements. Standard instrumentation and calibration. Sensors and measurement of signals in other forms.
ENE201	FUNDAMENTALS OF ELECTRICAL ENERGY CONVERSION AND POWER SYSTEMS	Nature of energy in various forms including mechanical, thermal, optical, and electrical energies. Basic principles of generators. Basics of solar power systems. Basics of power distribution systems. Principles and roles of transformers in a power distribution system. Three-phase power systems, Single-phase power systems. General principles of actuators. Basics of AC motors, DC motors, and motor control. Safety issues in power systems.
ENE202	BASIC ELECTRICITY MEASUREMENT AND ELECTRONICS LABORATORY	Laboratory on electricity measurements and electronics experiments. Usages of signal measurement instrumentations and other equipment including oscilloscopes, signal generators, power supplies, volt meters, amp meters, multimeters. Experiments on the topics of electronic device characteristics.
ENE203	LINEAR ALGEBRA FOR ELECTRICAL ENGINEERING	Systems of linear equations, Row reduction and echelon forms, Matrix operations, Block matrices, Linear dependence and independence, Subspaces and bases and dimensions, Orthogonal bases and orthogonal projections, Gram-Schmidt process, Linear models and least-squares problems, Determinants and their properties, Cramers Rule, Eigenvalues and eigenvectors, Diagonalization Theorem, Symmetric matrices, Positive definite matrices, Similar matrices, Linear transformations, Singular Value Decomposition.
ENE204	DISCRETE MATHEMATICS FOR ELECTRICAL ENGINEERING	Logic: propositional logic, quantifiers and relation, inference rules and proofs. Basic Structure: sets, functions, sequences and sums, relations. Algorithms: integers and number theory. Induction. Counting: pigeonhole principle, and combinations.
ENE207	BASIC ELECTRICAL AND ELECTRONIC LABORATORY	Experiments on fundamental laws and concepts of electrical and electronic engineering, electrical and electronic measurements.
ENE210	ELECTRONIC DEVICES AND IC TECHNOLOGIES	Principle of electron tube operation; Basic semiconductor physics and P-N junction theory; Diode and zener diode characteristics; Bipolar junction transistors (BJT) and field effect transistors (FET): operations, characteristics, specifications, and DC biasing techniques; Analysis and design of BJT and FET amplifiers; Basics of semiconductor technologies: wafer, lithography fabrication process, IC packaging and tests; Basics of circuit layout.
ENE211	ANALOG CIRCUIT DESIGN	Differential amplifier circuits; Operation amplifiers (Op Amp): circuits, characteristics and limitations; Analysis and design of analog circuits for basic functions including signal amplifiers, filters, oscillators, integrators, differentiators, wave-shaping circuits, and mixers; Selected applications of analog circuits in sensors and signal acquisitions, and in electrical communication systems.
ENE219	ANALOG CIRCUIT AND ENERGY CONVERSION LABORATORY	Experiments for study and/or verification of electronic and electrical circuits selected from ENE 211 and ENE 202
ENE220	PRINCIPLES OF ELECTRICAL COMMUNICATION SYSTEMS I	Principles component and model of communication system, Fourier Transform to find spectral of signal, Convolution to find output of linear system, Transmit and receive the continuous modulation signal (AM, FM, and PM), Frequency Division Multiplexing (FDM), Analog modulation system for wireless communication. Sampling technic to transform analog signal to digital information, pulse modulation with digital information (PAM and DM), Quantization and binary encoding for PCM signal, Binary line coding (NRZ, Polar RZ, etc.), Time Division Multiplexing (TDM)and baseband pulse transmission system with Additive Gaussian White Noise channel (AWGN) in wire transmission.
ENE221	PRINCIPLES OF COMMUNICATION SYSTEMS	Signal classification (random, periodic and nonperiodic) and transformation: Fourier series and Fourier transform. Analog signal transmission and reception: AM, FM and PM. Analog to digital conversion: pulse code modulation (PCM) including sampling theory and quantization, delta modulation. Baseband digital transmission (binary and multidimensional). Digital transmission via carrier modulation and demodulation: ASK, FSK, PSK. Multiplexing techniques: time division multiplexing (TDM) and frequency division multiplexing (FDM). Source and channel encoding.
ENE222	ELECTRICAL COMMUNICATION LABORATORY I	Experiments on basic communications and telecommunications both systems and circuits: AM and FM modulation/ demodulation, pulse modulation, digital communication.
ENE230	BASICS OF ALGORITHMS AND DATA STRUCTURE	Algorithmic problem solving; Basic data structures: arrays, table, queues, stacks, linked lists, and tree; Various sort and search algorithms in various aspects: data structure, design techniques, and algorithm analysis; Hashing; Graph data structure and related problems: graph traversal, minimum spanning tree (MST), and shortest path; Algorithms for selected problems in electrical communication and electronic engineering.
ENE231	DIGITAL CIRCUITS AND LOGIC DESIGN	Number systems and computer arithmetic. Computer codes; Binary code, BCD code, Gray code ASCII code, etc. Boolean algebra and truth table. Analysis and synthesis of combination logic: switching functions, canonical forms, Karnoughs map, Quine-McCluskeys method, hazards, multi-level NAND-NOR Circuits. Typical combination logic functions using logic gates. Analysis and synthesis of sequential logic: asynchronous and synchronous sequential circuits. State transition diagrams, state tables, state assignments,
ENE231	DIGITAL SYSTEM ENGINEERING	Information: definition and quantitative measure as number of bits, encoding using digital bit string; Digital abstraction and its roles in building a highly complex system; Principles of combinational and logic circuits: Boolean algebra and logic functions, static disciplines of combinational devices and circuit composition, realization of combinational devices using the CMOS technology; Combinational system design and implementation: logic circuit synthesis, ROM implementation, Programmable Logic Array (PLA) implementation, multiplexor (MUX) implementation; Sequential systems: memory devices and registers, finite state machine (FSM) abstraction, sequential system design based on FSM; Digital systems performance measures and design techniques for improving performances.
ENE232	DIGITAL SYSTEM ENGINEERING LABORATORY	Laboratories for study or verification of digital system systems selected from ENE 231: digital system description using hardware description languages (HDLs), simulations, synthesis, implementation using standard ICs, implementation of digital system on FPGA chip, and experiments to verify the implementations.
ENE240	ELECTRICAL AND ELECTRONIC MEASUREMENT	Basic concepts of experimental methods regards as measurement: accuracy, precision. Calibrations, standard and treatment of data, principles of operation, characteristics, as well as appropriate range extension for electrostatic, permanent magnet moving-coil, moving iron, electrodynamics, induction etc. AC/DC bridges and potentiometer. Operation principles and characteristics of instruments for power measurement: phase sequence indicator, power-factor meter,
ENE301	PROBABILITY THEORY AND STOCHASTIC SYSTEMS	An introduction to probability theory, the modeling and analysis of probabilistic systems, and elements of statistical inference. Probabilistic models, conditional probability. Discrete and continuous random variables. Expectation and conditional expectation, and further topics about random variables. Limit Theorems. Bayesian estimation and hypothesis testing. Elements of classical statistical inference. Bernoulli and Poisson processes.
ENE310	INTRODUCTION TO POWER ELECTRONICS	Selected power electronic switches: characteristics, specifications, and limitations; Power amplifiers: mode of operations and circuits. Switch-mode DC-to-DC conversions. AC-to-DC and DC-to-AC power conversions: rectifiers and inverters. Power supply and power management for electronic systems. Motor-drive power supply. Basics of electromagnetic interference (EMI) and electromagnetic compatibility (EMC).
ENE311	FUNDAMENTALS OF ELECTRONIC PRODUCT DESIGN	Printed circuit board (PCB) characteristics. PCB technologies. PCB layout and software for PCB layout design. Guidelines in designing PCB layouts for embedded electronic systems: signal integrity, current capability, signal coupling, frequency effects, electromagnetic interference (EMI), and electromagnetic compatibility. Practice PCB design for circuits selected from ENE 310; Electronic case design and considerations. Challenges in embedding electronic system as a part of a product.
ENE313	INTEGRATED CIRCUIT DESIGN	Introduction to CMOS technology and design tools; Layout design rules; Layouts, cross-section views, and electrical characteristics of basic electronic and parasitic devices in CMOS technology including resistors, capacitors, diodes, and MOSFETs; Circuits and layouts of selected analog modules; Circuits and layouts of selected digital modules; A class project for circuit layout design.
ENE320	WIRELESS COMMUNICATION	Wireless communication system; theory, principle of mobile communication system; characteristic an d impact of radio propagation; modulation techniques; speech coding; diversity channel coding; multiplexing technique; interconnection components for mobile communication system; standards of current mobile communication, 3G, 4G, 5G and beyond; cellular system: multiple access and interference management, capacity of wireless channels, multiuser capacity; MIMO system.
ENE321	DATA COMMUNICATION NETWORK	Key principles of computer networking, examples from the real world of network and protocol design, protocols and networking technologies, getting connected, internetworking, end-to-end protocols, congestion control and resource allocation; end-to-end data, network security, and applications
ENE323	FUNDAMENTALS OF ANTENNA AND ELECTROMAGNETIC WAVE PROPAGATION	Basic definitions and theorems, Maxwells equation, retarded potentials. Uniform plane wave, motion of wave in dielectrics and conductors, skin depth, pointing vector and power of wave, incident and reflection of uniform plane waves, formulation of the radiation problems; isotropic point source; power and field patterns; directivity and gain; radiation impedance; wave polarization; efficiency; bandwidth; radiation from current elements, ground effect; radiation properties of linear wire antenna; linear array antenna, log-periodic antenna; microstrip antenna; modern antenna for current applications; antenna characteristics measurement.
ENE324	ELECTRICAL COMMUNICATION LABORATORY II	Experiments on data communication network, optical fiber inspection, transmission lines, antenna and electromagnetic waves. Experimental topics selected from ENE 321, ENE 322, and ENE 323
ENE325	ELECTROMAGNETIC FIELDS AND WAVES	Three-dimensional vector analysis for engineers. Electrostatic fields: Coulombs law and electric field intensity, electric flux density, Gausss law and divergence, energy and potential, conductors, dielectrics and capacitance, Poisson and Laplace equations. Steady magnetic fields: Magnetostatic fields: Biot-Savarts laws, Amperes circuitry law, curl and Stokes theorem, magnetic flux density, magnetic forces, materials and inductance. Time-varying fields and Maxwells equations, Faradays law.
ENE326	ANTENNA NETWORK DESIGN FOR MICROWAVE COMMUNICATIONS	Review of Maxwells equations and boundary conditions for electromagnetic fields; Microwave in different media; Transmission line theory; Impedance matching and tuning of transmission lines; Smith chart; Antenna types and characteristics; Microwave communication system; Antenna network design
ENE329	SOFTWARE DEFINED INFRASTRUCTURE	Introduction to software-defined radio. Review on signals and systems, probabilities in communication, and digital-communication fundamentals. Hardware of software-defined ratio. Synchronization of time, frequency, and frame. Channel coding. Channel estimation. Orthogonal frequency division multiplexing (OFDM)
ENE330	EMBEDDED SYSTEM DEVELOPMENT	Introduction to embedded systems: architectures, application domains, and design challenges; Generic embedded system development process: methodology, evaluation board, software tools; Model-based design methodology for embedding intelligence; Resource limitation and design tradeoff; Implementation of models using software/hardware codesign; Communication system in embedded system. Embedded data acquisition system; Development of embedded system for selected problems.
ENE331	EMBEDDED SYSTEM LABORATORY	Laboratories for study or verification of embedded systems selected from ENE 332 including all tasks in embedded system development process for the selected problems.
ENE334	MICROPROCESSOR-BASED COMPUTER SYSTEMS	Microprocessor architecture and instruction sets using a selected microprocessor as pedagogic examples. Introduction to microprocessor-based computer systems. Bus systems. Virtual memory and memory management in computer systems. Peripheral I/O devices: hardware systems, interrupts, direct memory access (DMA) and data streaming. Selected computer systems. Introduction to operating system (OS). Configuration and installation of an operating system on a selected computer system.
ENE335	COMPUTER SYSTEM LABORATORY	Laboratories for study or verification of computer systems selected from ENE 330 including standalone software development for selected computer systems, installation of an operating system (OS) on selected computer systems, firmware developments for selected tasks and computer systems, and experiments to verify the developed systems on the selected development board.
ENE336	SOFTWARE ENGINEERING	Introduction to various platforms for software development; Software development process and tools for selected platforms; Strategies and software techniques for application services; Software development for selected problems.
ENE340	DIGITAL SIGNAL PROCESSING	Reviews of discrete-time signals and systems in time and frequency domains, the z-transform, sampling of continuous-time signals, sampling rate conversion, decimation and interpolation, transform analysis of linear time-invariant systems, FIR and IIR filter design, discrete Fourier transform and fast Fourier transform, applications using digital signal processing, implementation exercises using MATLAB
ENE341	LINEAR CONTROL SYSTEMS	Basic Elements of Control System Open loop and Closed loop systems Mathematic physical modeling : Transfer function, Modeling of Electric systems, Translational and rotational mechanical systems Block diagram Techniques Signal flow graph – Time response analysis First Order Systems Impulse and Step Response analysis of second order systems and higher order systems Steady state errors P, PI, PD and PID Compensation, Routh-Hurwitz Criterion, Root Locus Technique, Construction of Root Locus, Stability, Frequency stability criterion Bode Plot, Polar Plot, Nyquist Plot, Nichols Chart PID Design Compensators – Lead, Lag, and Lead Lag Design Compensators.
ENE342	ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING	Introduction, linear regression with one variable, linear regression with multiple variables, logistic regression, regularization, neural network, support vector machines, unsupervised learning, dimensionality reduction, anomaly detection, large scale machine learning, application examples
ENE343	DIGITAL IMAGE PROCESSING AND APPLICATIONS	Digital image fundamentals, histogram and thresholding, rotation and scaling, image enhancement, mathematical morphology, spatial image filtering, frequency image filtering, edge detection, image restoration, image segmentation, contour and shape descriptors, color image processing, image classification, applications with other fields
ENE370	SEMINAR	Introduction to intellectual properties and their protections: innovations and patents, publications including on-line contents and copyrights, plagiarism issues, and knowledge databases; Guidelines to data searching and reviewing processes, knowledge base building, presentation of technical-intensive contents, and discussion of research result.
ENE371	INDUSTRIAL TRAINING	Practical training in industry during summer for no less than six weeks.
ENE372	PROJECT IN ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING I: PROPOSAL	Research study to form a project proposal in electrical communication and electronic engineering including problem statement, objectives and scopes, literature reviews, choosing the approaches, and planning.
ENE373	PREPARATION FOR COOPERATIVE STUDY	Guidelines to working ecosystem and work ethics; Reviews of generic knowledge and skills for working as an engineer including report writing, oral presentation, teamwork, problem solving, and learning.
ENE380	FUNDAMENTALS OF ENGINEERING PROJECTS	Introduction to engineering projects with examples from software engineering: requirements gathering, analysis, design and implementation of software. Team and technical for software creation. Good principles and practices for project management. Motivation creation for high- productivity project teams. Project organization, resource estimation, and project scheduling. Management of project outputs. Risk assessment, and risk strategies. Project communications. Modern resource management methods. Project execution under budget constraints.
ENE410	PHYSICS OF ELECTRONIC MATERIALS AND DEVICES	The crystal structure of solids and bonding. Imperfections in solids. Introduction to quantum mechanics; energy quanta, wave particle duality, the uncertainty principle, Schrdingers wave equations. The energy band theory; metal, semiconductor and insulator, effective mass, density of state function, Fermi-Dirac distribution function, Fermi energy and intrinsic Fermi level. Doping, extrinsic semiconductor, P and N type semiconductor, degenerate and nondegenerate semiconductor. Carrier transport phenomenon, drift current density, mobility, conductivity, velocity saturation, diffusion current density, Einstein relation. The Hall effect, excess carriers generation and recombination, continuity equations, excess carrier lifetime.
ENE413	POWER ELECTRONICS	Semiconductor device for power electronics circuits and gate driving circuits (PWM) low-frequency rectifier and converter, pulse width modulation technique, high-frequency switching DC/DC converter and control circuits, active power factor correction circuit, power electronics applications.
ENE413	POWER ELECTRONICS AND APPLICATIONS	Semiconductor devices for power electronics circuits; Pulse width modulation (PWM) and gate driving circuits; low-frequency rectifier and converter, pulse width modulation technique, high-frequency switching DC/DC converter and control circuits, active power factor correction circuit, power electronics applications.
ENE414	AUDIO ENGINEERING	This course introduces the audio systems both from the view of device and circuit technology and the view of user requirements. The subject emphasizes on circuit principle and design technique by studying from various examples ranging from low-noise preamplifiers, small-signal amplifiers to high-level power amplifiers. The latter includes high-efficiency output stage and distortion reduction. Additionally, loudspeaker theory, measurement techniques and digital processing, which is being used for the modern high-performance audio systems, are also presented. This course also includes case studies in practical use.
ENE423	OPTICAL COMMUNICATIONS	The more advanced topics of optical communications than ENE322: Physics of optical communication and its components; Optical transmitters: direct and external modulation, modulation format; Fiber attenuation and dispersions; Optical receivers: noises, SNR and bit error rate; optical amplifiers, and optical networks.
ENE429	ANTENNA THEORY	Basic definitions and theorems, formulation of the radiation problems, isotropic point source, power and field patterns, directivity and gain, radiation impedance, wave polarization, radiation from current elements, radiation properties of linear wire antenna, linear array antenna, Uda-Yagi antenna, log-periodic antenna, aperture antenna.
ENE443	ADVANCED CONTROL SYSTEMS	Modeling and analysis of control systems in terms of state-space models. Review of linear algebra and fundamental of state-space analysis. Study of the structural properties of control systems: stability, controllability, and observability. Feedback system design from basic properties of feedback: State-feedback controller and output-feedback controller. Basic concepts of fuzzy system and modelling.
ENE450	APPLIED COMMUNICATION SYSTEMS AND TRANSMISSION LINES	Network theorems; analysis and design of equivalent one-port and two-port, series and parallel resonance, multiple resonance, wave filters; Analysis of electronic communications circuit at microwave frequencies. Network approach to theory of transmission line, Transmission line properties. N-port networks analysis using Z, Y, S, ABCD, etc. Smith chart tool in analysis and design. Design of impedance-matching networks using lumped and distributed elements. Simple FET and BJT amplifier design at microwave frequencies.
ENE451	OPTICAL ENGINEERING	Fundamental of light waves, Geometrical and Physical optics, lens, passive optical components, propagation, reflection, refraction and diffraction of light, polarization, optical modulators, interferometers and sensor applications
ENE460	INTRODUCTION TO INTERNET OF THINGS
ENE461	INTRODUCTION TO DIGITAL IMAGE PROCESSING	Digital representation of images. Two-dimensional filtering. Image analysis as well as basic image processing operations, Histogram, Convolution kernels, Spatial filtering, Morphology.
ENE467	DIGITAL COMMUNICATIONS	Digital signal analysis, Random theory, Sampling theory, Channel coding, Pulse modulation, Deterministic and random signal, Types of digital modulation, Optimum digital receiver for additive white Gaussian noise channel, Carrier synchronization, Digital communications in band-limited bandwidth, Multi-channel and multi-carrier communications, Spread spectrum, Fading channel, Multiple-antenna, Multiuser, Basic of information theory and coding
ENE470	PROJECT IN ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING II: PROGRESS	Carry out the research and development (R&D) works for engineering a prototype system specified in the project proposal (ENE 372) following the project plan
ENE471	PROJECT IN ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING III: DELIVERY	Carry out the research and development (R&D) works for engineering a prototype system specified in the project proposal (ENE 372) following the project plan and continuing from the progresses that have been done in ENE 470
ENE472	COOPERATIVE STUDY EXPERIENCES	Learning experiences while working as an intern under the cooperative study program.
ENE473	PROJECT FOR COOPERATIVE STUDY	Research study to form a project proposal dealing with issues from the industrial sections: problem statement, objectives and scopes, literature reviews, choosing the approaches, and planning; Carry out the R&D works specified in the project proposal;
ENE477	ELECTRICAL COMMUNICATION AND ELECTRONIC ENGINEERING PROJECT I	Continuation and completion of project assigned in ENE 372.
ENE481	MODERN TECHNOLOGY MANAGEMENT IN DIGITAL ERA	This course is designed to investigate competitive, organizational, technical, and managerial aspects of digital technology or other emerging technologies. Topics covered include new organizational forms, the role of emerging technology in the globalization of business and reengineering business processes. Moreover, despite of new era of technology management, this course will explore in depth in regulation and disruption of digital technology as well.
ENE483	FUNDAMENTALS OF GREEN ICT MANAGEMENT	This course explores the concepts of GREEN in ICT and how to manage it properly. The course had been designed to encourage students concerning GREEN in every aspect. The fundamentals of GREEN in general and in ICT environment have been emphasized and some examples (Case Studies) have been raised and compared to Thailand situations.
ENE490	SPECIAL TOPIC I : INTRODUCTION OF MOBILE BROADBAND	Overview of mobile broadband communication, Basics of cellular communication and all IP networking, Principles of orthogonal frequency multiplexing (OFDM), orthogonal frequency multiple access (OFDMA), and single carrier frequency division multiple access, Long term evolution (LTE), Drivers of convergence.
ENE490	SPECIAL TOPIC I : DEEP LEARNING
ENE490	SPECIAL TOPIC I : OPTIMIZATION TECHNIQUES	1D optimization algorithms; unconstrained optimization; linear programming; constrained optimization; multiobjective optimization, guided random search methods
ENE562	IMAGE PROCESSING AND COMPUTER VISION	Two-dimensional systems, two-dimensional finite impulse (FIR) filter, properties of digital images, image enchancement, image restoration and conversion, image analysis and computer vision, color image processing, image data compression, design of 2-D analog filter, realization of 2-D systems for real-time processing.
ENE623	OPTICAL FIBER NETWORKS	Optical fiber network: bus and star networks. Optical fiber components: fibers, couplers, filters, lasers, amplifiers, modulators, switches, receivers, Multiplexing technique: Time division, wavelength division,
ENE690	SPECIAL TOPIC I : ARTIFICIAL NEURAL NETWORK	Models of artificial neural networks, Perceptron learning processes, Single layer perceptrons, Multilayer perceptrons, Single layer feedback networks, Associative memories, Self-organizing Maps, Competitive Networks, Convolution neural networks
ENE690	SPECIAL TOPIC I : DEEP LEARNING	This course covers the basic concepts of machine learning as follows. Neural Networks Convolutional Networks Sequence Models Implementation of Deep Learning
ENE692	SPECIAL TOPIC III : MODERN ICT MANAGEMENT IN DIGITAL ERA
ENV110	FUNDAMENTALS IN ENVIRONMENTAL ENGINEERING	Introduction of environmental engineering concepts, introduction to mass balance, its applications for hydrology conservative system, pollution generation and waste stream, waste minimization concept, water conservation, sludge management, air pollution control, resource conservation, waste recovery, hazardous waste reduction. knowledge of current environmental problems, regulation and control, environmental ethics, environmental management, basic public health.
ENV112	ENGINEERING MATERIALS	Atomic and crystalline solids structure. Defects and imperfections in solids. Mechanical properties and testing. Mechanical failure of engineering materials. Dislocation and strengthening mechanisms of engineering materials. Relationships between structures, properties, production processes, and performances of engineering materials. Equilibrium phase diagrams and their interpretation. Solid-state reaction. Phase transformations and thermal processing of metals. Structure, properties, and applications of metallic and non-metallic materials. Processing of metal alloys. Ferrous and non-ferrous alloys.
ENV113	ENGINEERING DRAWING	Instruments and their uses, applied geometry, lettering, freehand sketches, dimensions, Notes and tolerancing, orthographic projection of points and lines, planes, and solids, pictorial drawings, isometric and oblique drawing and sketching, perspective view, auxiliary view, section view. Practices in drawings. Detail and assembly drawings, details of civil engineering and system facilities drawings, basic computer-aided drawing.
ENV210	FUNDAMENTALS IN ENVIRONMENTAL ENGINEERING	Introduction of environmental engineering concepts: theoretical contents and practical contents. Theorical contents : introduction to mass balance and its applications for hydrology conservative system, pollution generation, and waste treatment. Practical contents including of the waste minimisation concept, water conservation, sludge management, air pollution control, resource conservation, waste recovery, and hazardous waste reduction; Glimpse of current environmental problems, legislation and regulation, environmental ethics, and environmental management.
ENV211	ENVIRONMENTAL CHEMISTRY	Fundamental principles of environmental chemistry, atomic theory, chemical bonding, thermochemistry, chemical reactions, chemical equilibrium, acid-base equilibrium,chemical kinetics. Chemical and physical characteristics of water and wastewater. Applications of basic principles for water chemistry, atmospheric chemistry, soil chemistry and nuclear chemistry.
ENV212	ENVIRONMENTAL CHEMISTRY LABORATORY	Introduction to methods for the determination of chemical and physicalcharacteristics of water and wastewater, sample collection and preservation. Skill practices for reliable analysis of water and wastewater characteristics. Basic instruments applications. Laboratory analysis of water and wastewater characteristics e.g. solids DO BOD COD nitrogen phosphorus etc. Data interpretation and application of data to environmental engineering practices. The study of physico-chemical treatment processesthrough laboratory experiments e.g. neutralization, chemical coagulation, water softening and activated carbon adsorption.
ENV213	SURVEYING FOR ENVIRONMENTAL ENGINEERING	Fundamentals and concepts of engineering survey. Distance and direction measurements, leveling, contour. Error in surveying, acceptable error and data collection. Introduction to the capabilities and techniques of usage of theodolites and develop the basic usage skills, horizontal and vertical angles, triangulation, precise determination of azimuth, precise transverse plane coordinate system, precise leveling, area and volumedeterminations. Fundamentals and practical skills of positioning, global position systems.
ENV214	ENVIRONMENTAL ENGINEERING STATISTICS	Roles of statistics in environmental engineering. Fundamental statistics. Probability.Random variable (discrete and continuous random variable). Commonly used distributions.Sampling Distribution. Estimation (point and confidence estimation). Hypothesis testing. Analysis of variance. Correlation and simple regression analysis. Chi-square Test.
ENV215	ENVIRONMENTAL MICROBIOLOGY	Basic concepts of biochemistry, cell and its structure. Principles of bacteriology, growth and metabolisms. Microbial diversity in the environment. Biodegradation of organic compounds and actions of enzyme as related to the stabilization of organic matter. Basic concept of microbial ecology in wastewater treatment environment. Roles of microorganisms in biological treatment processes including aerobic and anaerobic processes. Disinfection in water and biological wastewater treatment processes
ENV216	ENVIRONMENTAL MICROBIOLOGY LABORATORY	Introduction to methods for the determination of bacteriological characteristics of water and wastewater. Techniques for general microbiological analysis e.g. sterile technique, microscopic observations, dye straining, measurement of bacterial growth. Determination of indication microorganisms e.g. coliform bacteria and bacteriophage. Study and skill development of parameter analysis used for operating biological treatment process in laboratory scale. The study of biological treatment processes and disinfection processes through laboratory experiments.
ENV252	HYDRAULICS FOR ENVIRONMENTAL ENGINEERING	Definition and properties of fluids, measurement of pressure, statics force on plane area and curved surface, buoyancy and stability of floating bodies, dimensional analysis and similitude, kinematics of fluid flow, continuity equation, energy equation, Bernoulli equation and momentum equation, resistance to flow, closed conduit flow and pipe systems, flow in open channels, flow measurements, unsteady flow.
ENV300	INDUSTRIAL TRAINING	Student qualification: Results of basic engineering subjects and environmental engineering compulsory subjects announced in study plan from the first semester of the first year until the first semester of the third year must be achieved at least D, for at least 80% of credits notified in the study plan or a resolution of academic committees. Practical training in industry not less than 128 hours or following a notification of university. The continuously practical training is not compulsory.
ENV341	UNIT OPERATION IN ENVIRONMENTAL ENGINEERING	Principles,designs and applications of physical and chemical unit operations in water and wastewater treatment, mixing, sedimentation, floatation, filtration, equalisation, coagulation and flocculation, aeration, ion-exchange, adsorption, sludge dewatering.
ENV342	WATER SUPPLY ENGINEERING	Importance of water, nature and sources of water. Water crisis related to environment. Estimating of water demand, requirement and consumption in household, industrial, and public units. Estimating the quantities of natural raw water resources, river, lake and groundwater. Evaluation of surface and groundwater quality and standards. Criteria for selecting water sources for water supply system and standards for water supply. Introduction to water reuse and household watersavingequipments. Water treatment processes, aeration, pH adjustment and softening, coagulation and flocculation, sedimentation, filtration and disinfection. Design of distribution system.
ENV343	BUILDING SANITATION	Fundamentals of building sanitation, laws and regulations. Design ofstorm water collection pipes, site drainage system, waste, soil, and vent systems, cold water supply system, hot water supply system, fire protection system, for individual building. Design concepts and options for increased sustainability. Integrated concepts of material selections, functions and energy saving.
ENV353	HYDRAULIC LABORATORY	Experimental works including presentation and analysis of results on fluid properties, fluid statics, principle of energy and momentum equation, energy loss in pipe, flow measurement in pipe, flow measurements in open channel, hydraulic jump, hydraulic machines.
ENV354	HYDROLOGY	Hydrologic cycle, watershed and measurements from topographic map, precipitation, streamflow, evaporation and evapotranspiration, probability concepts in hydrology, infiltration, groundwater, rainfall- runoff relationship, hydrograph analysis and unit hydrograph theory, flood routing, flood frequency analysis, applications of hydrology to urban storm water management, risk estimation and probability of occurrence of certain hydrologic events, route the flood/flow through channel and reservoir, evaluation of the stage and potential of flooding, data analysis of field works and case studies,
ENV371	SOLID WASTE MANAGEMENT	Development of municipal solid waste management system, generation source, composition, quantities and characteristics of municipal solid waste. Handling at source and collection, transfer and transport. Processing and transformation technologies. Source reduction and recycling. Disposal of solid waste and residual matter, incineration, composting and sanitary landfill.
ENV372	HAZARDOUS WASTE MANAGEMENT	Definition. laws and environmental legislations, classification of hazardous wastes, physico-chemical properties, toxicology. Types and characteristics of hazardous waste. Risk assessment and management. Handling and transportation. Fundamentals of treatment and disposal processes, stabilisation, solidification, land disposal, site remediation.
ENV381	AIR POLLUTION CONTROL ENGINEERING	Types and sources of air pollutant. Effects of air pollution on health and environment. Regulations and standards for ambient air quality. Applications of meteorological data for predicting fate and transport of air pollutants in the atmosphere. Global circulation of air pollutants. The use of dispersion models to predict pollutant concentrations in the atmosphere, photochemical reactions of stratospheric ozone, global impacts of acid rain. Emission of pollutants from stationary and mobile sources. Principles of particulate and gaseous pollutant control. Measurements for air pollutants, sampling and analysis method. Laws and regulations.
ENV382	NOISE AND VIBRATION CONTROL	Principles of sound wave, instruments and measurements of noise and vibration. Sources and impacts of noise and vibration on human health and environment. General physiological and subjective responses to noise and vibration. Laws and regulations. Techniques available for noise and vibration control in the environment and use of acoustic material and barriers.
ENV401	ENVIRONMENTAL ENGINEERING PROJECT PROPOSAL	Proposal preparation that clearly states the objectives, idea, methodology, working plan, and budgetary of a selected project in the field of environmental engineering.
ENV402	ENVIRONMENTAL ENGINEERING PROJECT	Conducting of a study of the approved project proposal. Presenting major finding results in form of an oral presentation and submitting a project report to a project committee appointed by department.
ENV434	ENVIRONMENTAL IMPACT ASSESSMENT AND MANAGEMENT	Concepts of environmental impact assessment and methodology. Assessments of physical resources. air, waterand noise. Assessments of ecological and biological resources. Human use values and quality of life values, culture, socioeconomic. Interrelationship of engineering aspects and environmental parameters. Planning of environmental quality evaluation, monitoring, prevention and mitigation measures. Establishment and organisation of environmental agencies. Industrialisation and Urbanisation management, resource conservation. Management approaches and program implementation. ISO 14000 series,Cleaner Technology.
ENV436	ENVIRONMENT AND ENERGY	Global energy flows, biological energy and ecosystems, sources of energy and their merits. Technologies of energy production with emphasis on power generation and solar energy. Energy related environmental problems including thermal pollution, air pollution, radioactivity, etc. Trend of energy use and energy conservation by detaining energy consumption growth.
ENV437	COMPUTER APPLICATIONS IN ENVIRONMENTAL ENGINEERING	Introduction to computer as computational aid in environmental engineering analysis. Applications of computer to analyse problems in water supply engineering. Flow in sewer and water distribution systems. Analysis of hydrological problems. Hydraulic analysis in water and wastewater treatment plants. Designing of water and wastewater treatment units. Water management modeling. Air pollution management and control computations.
ENV444	BIOLOGICAL UNIT PROCESSES IN ENVIRONMENTAL ENGINEERING	Fundamentals of biological unit processes in wastewater treatment. Fundamental of reactor engineering. Kinetics of biochemical systems.Mathematical model of ideal biochemical reactors. Design and operation parameters for biological suspended and attached growthsystems
ENV445	WASTEWATER ENGINEERING AND DESIGN	Wastewater characteristics. Wastewater flow rates. Design of wastewater collection systems, combined and separated sewers, pump and pumping stations. Wastewater treatment and effluent standards. Design of facilities for wastewater treatment, disinfection, sludge treatment and disposal.
ENV451	WASTEWATER COLLECTION AND WATER DISTRIBUTION SYSTEMS	Design of wastewater collection system using combined and separated pipes, storm drainage system, manholes, wastewater pumping station, maintenance of wastewater collection system. Design of water distribution system, pump selection, water tower, maintenance of water distribution system according to environmental engineering and energy conservation.
ENV495	SPECIAL TOPIC IV : ENVIRONMENTAL ENGINEERING CAPSTONE PROJECT	Application of engineering knowledge to design environmental pollution treatment systems and public utility systems for problem solving and development of industries, buildings, and communities.
ENV513	HYDRAULICS FOR ENVIRONMENTAL ENGINEERING	Properties of fluid. Fluid statics. Flow in pipe. Flow in open channel. Flow measurement. Basic concepts of pump and pump selection. Sewer design. Plant hydraulics
ENV514	UNIT OPERATIONS AND PROCESSES IN ENVIRONMENTAL ENGINEERING	Mass balances, flow models, reaction kinetics, and reactors. Fundamental design concepts for solid-liquid separation, adsorption, ion exchange, and biodegradation process units.
ENV533	ENVIRONMENTAL MANAGEMENT	Environmental systems. Basic principle of environmental management. Basic Environmental Laws and regulations. Dynamic approach and system analysis. Criteria for environmental system management. Environmental aspect analysis: resources, sinks and pathways of soil, water and air environment. Principles of management system (basic concepts and practice) including environmental policy, planning and management system. Tools for environmental managements. Standard of Environmental management system
ENV612	REACTION KINETICS, MASS TRANSFER AND REACTOR DESIGN IN ENVIRONMENTAL ENGINEERING	Determination of rate expression, reaction mechanism, kinetics of microbial growth, and enzyme catalyzed reactions. Interpretation of reaction rate data. Mass transfer by diffusion and convection. Interphase mass transfer. Mass transfer with reaction. Variables and designing equations for ideal reactors. Analysis and design of biological reactors.
ENV613	ENVIRONMENTAL RISK ASSESSMENT	Definition of risk. System analysis. Application of mathematical methods for environmental risk assessment, quantitative risk assessment, modeling exposure fields, modeling, exposure-response relationships. Monte Carlo method for uncertainty, and variability analysis. Health risk assessment and ecological risk assessment. Risk management and risk communication.
ENV617	STATISTICS FOR ENVIRONMENTAL MANAGEMENT	Role of statistics in Environmental Engineering. Environmental sampling, environmental monitoring, data management, statistical models, quantitative data analysis and interpretation using SPSS, Observational and experimental studies, drawing conclusions from data, presentation of results.
ENV631	SUSTAINABLE DESIGN AND DEVELOPMENT FOR PROFESSIONAL ENVIRONMENTAL ENGINEERING	Understanding the principles of sustainable design and development. Systematic and Life cycle thinking. Incorporating sustainable development in decision making and planning processes. Integrating technical performance with social, environmental and economic outcomes. Applying available sustainable matrics such as ecological footprints to maximize sustainable development outcomes. Fundamentals in environmental project feasibility and project management. Concept for development of environmental innovations.
ENV632	LIFE CYCLE ASSESSMENT AND CARBON FOOTPRINT	Concept of life cycle assessment (LCA) and carbon footprint (CF) for evaluating effect of products (or organization) on environment, the procedures involving steps of resources extraction, production process, transportation, use, and disposal. Data interpretation for developing production processes or reducing environmental impacts.
ENV641	AQUATIC CHEMISTRY FOR ENVIRONMENTAL ENGINEERING	Chemical behaviors of inorganic substances in natural waters, wastewaters, and treated waters. Chemical kinetics, chemical equilibrium, acid-base chemistry, coordination chemistry, precipitation and dissolution. Oxidation-reduction reactions, and reactions on solid surfaces. Application of advanced principles to prediction of general trends in the fate and transport of inorganic contaminants in natural environment and treatment system.
ENV644	SURFACE WATER QUALITY MODELING	Knowledge of integrated hydrological model focusing on surface water, governing mechanisms of dynamic hydro-environment, concept of fate and transport model, analytical and numerical methods for solving model equations, model verification and validation, functions of mathematical models as innovation tools for environmental management.
ENV646	WATER QUALITY MANAGEMENT	Introduction to surface water pollution and water quality control. Development of mathematical models for simulating water quality monitoring and management. Solving of environmental engineering problems. Numerical techniques to solve nonlinear partial differential equations. Applications to resolve environmental engineering problems.
ENV649	ANAEROBIC TREATMENT FOR INDUSTRIAL WASTEWATER	Introduction. Global perspective on biological wastewater treatment. Principles of anaerobic treatment. Operational considerations. Treatability protocol. Biomass immobilization. Reactor configuration comparisons, bicarbonate alkalinity, trace metals, toxicity response, sulfide production, refractory organics, and other related topics.
ENV650	ADVANCED OXIDATION PROCESSES	Introduction to advanced oxidation processes, reduction-oxidation reaction, hydroxyl radicals and oxidation reaction. Ultraviolet (UV) light. Study of theory and background in UV/TiO2, UV/H2O2, Fentons process, and UV/Fenton. Kinetic studies, applications in contaminant removal from wastewater, and nanotechnology related to advanced oxidation processes.
ENV651	ADVANCED WATER TREATMENT PROCESSES	Development of advanced water treatment technologies. Liquid separation technologies, ion exchange resin, adsorption, reverse osmosis, microfiltration, ultrafiltration, electro-dialysis and continuous electro-deionization. Gas separation technologies, porous membranes and stripping. Disinfection processes, ultraviolet, ozone and nanocatalyst. Selection of alternatives treatment processes and case studies.
ENV671	TECHNOLOGIES FOR HAZARDOUS WASTE MANAGEMENT	Introduction to hazardous wastes including characterization, generation sources, and risk assessments. Technologies of waste minimization and resource recovery. Management of hazardous wastes including handling, storage, and transportation, and management.
ENV673	THERMAL TREATMENT PROCESSES	Physical and chemical properties of gaseous, liquid, and solid fuels. Introduction to potential agricultural and industrial wastes for thermal conversion processes. Kinetics in thermal pyrolysis and gasification. Theoretical air requirement and excess air. Design considerations of different types of thermal conversion reactors; treatment and conversion of wastes into useful chemicals fuels and/or heat; ash and tar formation and their remediation.
ENV675	WASTE RECYCLING TECHNOLOGIES	The principles of waste recycling technology; waste minimization and cleaner production; composting; biofuel production; algae and fish production; aquatic weeds and their utilization; land treatment of wastewater and sludge; circular economy.
ENV684	AIR QUALITY MANAGEMENT	Introduction to Air pollution; urban, global and regional air pollution. Climate change. Health and environmental effects of air pollution. Emissions. Air pollution monitoring. Meteorology and pollutant dispersion. Air quality modeling and applications. Air pollution control techniques. Integrated air quality management. Governance and policies. Indoor air pollution.
ENV692	ADVANCED TOPIC I : SUSTAINABLE NANOMATERIALS FOR CARBON DIOXIDE CAPTURE	Carbon dioxide cycle, the use of sustainable nanomaterials for capturing carbon dioxide (CO2) through adsorption process, the principles of adsorption, and the unique properties of nanomaterials enhanced by advanced technologies, Progress in this field is highlighted, with a strong emphasis on sustainable practices, including the use of environmentally friendly materials, energy-efficient processes, and life cycle analysis. the challenges and potential solutions for implementing these technologies on an industrial scale
ENV697	STUDY PROJECT IN ENVIRONMENTAL ENGINEERING	A study project in environmental engineering related to environmental management or problem solving, including literature reviews, data collection, interpretation, analysis, and conclusion. Techniques for writing and presenting academic works. Professional ethics and virtue.
EPE200	ELECTRICAL MACHINES	Magnetic circuits, energy sources, principles of electromagnetic and electromechanical energy conversion, energy and co-energy, principles of rotating machines, electromagnetic torque, ideal transformers, equivalent circuits of transformers, induced electromagnetic field, theory and analysis of single phase and three phase transformers, DC machines, electromagnetic torque of DC machines, DC armature windings, equivalent circuits of DC machines, starting method of DC motors, speed control methods of DC motor, synchronous speed, rotating fields, generated voltage, AC armature windings, equivalent circuits of synchronous machines, slip speed of induction motor,
EPE220	FUNDAMENTAL OF ELECTRONICS AND DIGITAL CIRCUITS	Electronic devices, Currentvoltage characteristics of electronic devices, Basic electronic circuits, Operational amplifier and its applications, Number system, code, logic gates, Boolean algebra, logic function, multilevel combinational logic and simplification, arithmetic circuits, flip-flop and related devices, Principle of digital to analog conversion, and analog to digital to analog conversion.
EPE340	PROGRAMMING APPLICATION	Introduction to the principle and structure of a language programming. Hardware and software relation. language programming structure design and development methodology using flow chart. Structure of data and variables, mathematical and logical operation, decisions and repetitive loop processes, creative thinking by high level language programming. Language programming for application of control in industrial work by using the program software.
EPE360	POWER ELECTRONICS AND MOTOR DRIVE	Characteristics of power electronics devices, power diode, SCR, GTO, power bipolar junction transistor, power MOSFET, IGBT, characteristics of magnetic material, power transformer core, ferrite core, iron powder core, converters, AC to DC converter, DC to DC converter, DC to AC converters, cycloconverter, Motor drive systems for DC motor, induction and synchronous motors. Braking system for DC motor, Induction and Synchronous motors.
EPE371	ELECTRICAL INDUSTRIAL TRAINING	Training in electrical industry not less than 4 0 man- days in the summer semester
EPE385	ELECTRICAL TECHNOLOGY LABORATORY I	Experiment in electrical machine and electronics circuit.
EPE386	ELECTRICAL TECHNOLOGY LABORATORY II	Experiment in power electronic and automation system.
EPE402	HIGH VOLTAGE ENGINEERING	Generation and uses of high voltage, high voltage measurement techniques, electric field and electrical insulation, electrical breakdown of gas, liquid and solid dielectrics, test of high voltage material and equipment, lightning and switching overvoltage, lightning protection.
EPE403	ELECTRICAL SYSTEM AND ILLUMINATION SYSTEM DESIGNS	Basic design concepts, power distribution schemes, codes and standards for electrical installation, electrical drawing, load estimation, wiring design, grounding, short-circuit calculation, co-ordination of protective devices, power factor improvement emergency power systems and Including price estimation. Physics of light: nature of light, light and energy spectrum, luminous efficiency of radiant energy, light detection and light generation, units and measurement of light and laboratory measurements. Illumination: quantity and quality of illumination, types of light sources and their characteristics. Light control and luminaries: physical principle of light control
EPE410	POWER SYSTEM ANALYSIS AND PROTECTION	Review of fundamental knowledge in electrical power systems, transmission and distribution system, network calculation, load flow control, symmetrical short circuit analysis, unsymmetrical short circuit analysis, power system protection, transient stability, economic operation, power quality control, insulation co-ordination, grounding. Causes and statistics of faults, role and, fundamental of protective relaying, protective relays requirement, relay structures and characteristics, over current and earth fault protection for transmission lines, differential protection, transmission line protection by pilot relaying and distance relaying, transformer protection, generator protection, bus-zone protection, motor protection.
EPE413	ELECTRICAL ENERGY CONSERVATION AND MANAGEMENT	Overview of electrical energy system, Load monitoring and data translation. Energy consumption in buildings and factories. Electrical energy billing comply with metropolitan electricity authority rate. Economics of energy efficiency, Introduction to an energy audit, comply with Thailands energy conservation act. Psychrometrics, comfort and health. Elements of heat transfer. Solar radiation and window system. Daylighting. Designing for good electrical energy efficiency. Electrical load management and control. Case study.
EPE462	RENEWABLE ENERGY	Overview of energy usage and energy sources. Solar thermal energy: the nature and availability of solar radiation, active solar heating, passive solar heating, daylighting, solar thermal engines and electricity generation. Solar photovoltaics: principle of photovoltaic power generation, type of photovoltaic cells, electrical characteristic of photovoltaic cells, batteries and their characteristics stand-alone and grid-connected PV systems, economic of PV energy systems and solar panel control system. Fuel cells: type and principle of operation, electrical characteristic of full cells. Biomass: biomass as a fuel, extracting the energy, energy from refuse. Hydroelectricity: type of hydroelectric plant, small-scale hydroelectricity. Tidal power: technical factors.
EPE463	MOTOR CONTROL AND AUTOMATION SYSTEMS	Motor Control DC & AC Basic automation system. Sequential control. Programmable logic controller ( PLC ) and its application. Neumatics, hydrolics and application in industries. Distributed control system ( DCS ) and supervisory control and data acquisition ( SCADA ).
EPE481	REFRIGERATION AND AIR CONDITION SYSTEM FOR ELECTRICAL TECHNOLOGY	Concepts and basic of refrigeration system cycle, Thermodynamic for compressed typed refrigeration cycle, Type of refrigerant, Psychrometric chart, Principle for refrigeration load calculation, Electrical system for refrigeration machine, Compressor, Condenser, Evaporator, Refrigerating operation, Refrigerant control, Type of refrigeration system, Basic of air condition system, Principle for cooling load calculation, Electrical system for air conditioner, Compressor, Condenser, Evaporator, Air conditioning operation, Cooling control, Type of air conditioning system. Practice in the use of pipe bending and flaring fair tools, pipes, gas welding, copper and copper pipes, vacuum making, refrigerant filling and cooling circuit systems.
EPE482	MANUFACTURING TECHNOLOGY	Fundamentals of automation control, PLC for industrial applications and applications and applications of robot control systems for industrial applications. Application of Internet of Things technology in industrial automation control and supervisory control and data acquisition ( SCADA ).
EPE484	ELECTRICAL TEACHING WITH SAFETY	Safety in various tasks of electrical operations, rules of work regulations, work environment, causes and loss of accidents regarding electrical operations Safety principles in electrical work Help and first aid Safety symbol, relevant international standard system and related safety laws
EPE485	ELECTRICAL COMPETENCY DEVELOPMENT	Concepts of the development of learners in the form of professional electrical competencies, Professional electrical competency standards framework, content analysis to determine electrical professional performance Development of knowledge, skills, attitudes and behaviors according to the framework of professional electrical competency standards. The teaching-learning component of the competency based evaluation model according to the professional electrical competency standard.
EPE490	SPECIAL TOPIC I : DEVELOPING EXPERIENCE IN ELECTRICAL ENGINEERING	Ideas for developing work experience, development of knowledge and learning from real work, skills and self-development in the electrical engineering profession for benefits, developing learning safety at work or safety control laws, self-development for change by focusing on problem analysis from work to real solutions to electrical engineering problems.
EPE670	POWER ELECTRONICS	Analysis and design of power electronic tools which use cyclo-device such as thyristor. Power transistor in converter circuit. Cycloconverter, inverter, and chopper. Transient reduction. Suitable protection equipment selection. Series and parallel of Power electronic devices. Introduction to converter or inverter control and its application such as motor drive. Basic of inverter control design.
EPE671	DC – DC CONVERTER CIRCUITS ANALYSIS	Introduction of power supply circuit, Steady state Analysis for DC DC converters, Ideal of DC transformer, Losses in DC DC converters, Equivalent circuit for efficiency modeling, Converter circuits analysis in discontinuous conduction mode operation, Principles of high frequency transformer included DC DC converters, AC modeling for DC DC converters in discontinuous and continuous mode operations, Transfer function analysis, Design of Controllers, Stability test for DC DC converter control systems, Current control mode operation.
EPE680	ADVANCED ELECTRICAL MACHINE	Transformer characteristics analysis in various situations. Parameter definition in electrical machine. Principle of voltage, power, current, speed, and torque of electrical machine. Magnetic field in electrical machine for both single and poly phase. Induction and synchronous machine analysis. Steady state characteristics. Parameter in vector form. Electrical energy equation. Electrical machine in transient. Operation impedance in steady state and transient. Special electrical machine. Stepping motor. Two phase electrical machine control. Sincore system usage and transformer.
EPE685	ELECTRICAL DESIGN AND ESTIMATING	Design and estimation for substation. High voltage system, Low voltage system. Protection system. Grounding system. Lightening protections system. Planning and operating of generator, transmission, and distribution system.
EPE784	PLASMA ENGINEERING	Basic plasma concept and phenomena, foundation of plasma engineering, plasma diagnostics, electrical discharges, plasma dynamics, plasma in space propulsion, plasma nanoscience and nanotechnology, plasma medicine and plasma processing application.
EPE788	ADVANCED POWER TRANSMISSION SYSTEM	Structure of power transmission system. Parameter of power transmission system. Flexible AC transmission (FACT) and control. Power transmission with superconductor. Long distance power transmission system. High voltage direct current (HVDC) transmission system. Power electronics for power transmission system and control.
EPE790	SPECIAL TOPIC I : AUTOMATION SYSTEM IN HARDDISK DRIVE INDUSTRY	Harddsik technology, Harddisk component, Harddisk manufacturing process, Testing and Testing technology of harddisk, Measuring equipment for harddisk testing, Automation system for harddisk assembly, Automation system for harddisk testing.
EPE792	SPECIAL TOPIC III : INDUSTRIAL INSTRUMENTATION	General Concepts: Generalized configurations and functional descriptions of measuring instruments, generalized performance characteristics of instruments. Measuring Devices for :Motion, force, torque, shaft-power, pressure, sound, flow, temperature, heat-flux, level, humidity, time, frequency and phase-angle.
EPE792	SPECIAL TOPIC III : INTERNET OF THINGS (IOT)	Definition of Internet of Things (IoT), modern sensor technology, cloud technology, user interface, data analytics, IoT ecosystem, business ecosystem, digital transformation, wireless sensor networks (WSNs), energy harvesting (EH), IoT security
EPE793	SPECIAL TOPIC IV : DATA ANALYTIC FOR ELECTRICAL AND ELECTRONICS INDUSTRY	Basic data and statistical fundamental principles to data analytics. Data identiification, classification, and collection for electrical and electronics industry. Interpretation, Prediction, and presentation of colleted data for decision-making.
EPE795	SPECIAL TOPIC VI : ELECTRICAL ENERGY CONSERVATION AND MANAGEMENT	Electrical energy consumption in buildings and factories, concepts of efficient electrical energy consumption in buildings and factories, inspection and tracking of analysis of electrical energy consumption in buildings and factories, evaluate potential for saving electricity in buildings and factories, various electrical energy conservation systems, electrical energy management, electrical energy conservation measures, laws related to electrical energy conservation in buildings and factories.
EPM611	BUSINESS MODEL AND FEASIBILITY ANALYSIS	Build an understanding of the business model canvas, including components of the business model, usage guidelines, and case studies. In addition, the business feasibility analysis is also included to access feasibility of business and make investment decisions based on the right combination of by marketing, business operations and financial management.
EPM612	BUSINESS VALUATION	Assessing and analyzing business value to evaluate business opportunities arising from various formats such as business acquisition, franchises, business sales, or strategic business management.
EPM613	CORPORATE FINANCE	Gain an understanding of the fundamental principles, tools, and strategies vital for analyzing and decision-making in organizational finance. This includes examining financial statements and performance reports, long-term financial forecasting, and planning, managing debt and equity structures, exploring funding options, navigating international finance, optimizing dividend policies, enhancing shareholder value, and ensuring financial oversight.
EPM618	ENTREPRENEURIAL FINANCE	The crucial theories, principles, and ideas in financial management for organizations encompass forecasting financial needs, strategizing financial plans, and overseeing financial control. This includes predicting future financial requirements, sourcing capital, financial planning, and budgeting, managing cash flow and working capital, exiting operations, and handling financial risk.
EPM618	ENTREPRENEURIAL FINANCE	This course provides students with understanding of the theory and principle of business finance and financial management from the view of both entrepreneurs and investors (including venture capitals and angle investors). The course focuses on financial feasibility analysis, investment decision making, Intellectual property valuation and fund raising method for new ventures and innovative startups business.
EPM622	DESIGN THINKING ESSENTIALS	This course focuses on cultivating crucial skills in Design Thinking, a process employed by top companies for innovation development. Through interactive exercises and real-world examples, students will acquire practical experience in defining problems, unleashing creativity, and prototyping ideas.
EPM632	INTERNATIONAL AND ASIA EMERGING BUSINESS	This course enables students to learn business practice in Asia and other international regions. The knowledge gained from this class consist of business culture, unique challenge in international market, change in technology and innovations, social and business alignment, dynamic team management, and adaptation to organizational changes.
EPM632	INTERNATIONAL BUSINESS MANAGEMENT	This course offers a comprehensive overview of international business entry, including import-export, direct investment, turnkey project, utilization of intellectual property rights (i.e. patent and franchising) with an adaptation to technological and market shifts, challenges of entering new markets, changes in socio-economic, environmental, and geo-politics factors in target countries; fostering business partnerships and social collaboration, devising complex team management strategies, exploring innovative organizational restructuring approaches tailored to business needs, and implementing effective risk management strategies.
EPM641	PERSONALITY AND PERSUASIVE COMMUNICATION FOR BUSINESS AGREEMENT AND NEGOTIATION	This course is designed to equip students with essential skills in developing a compelling personality and mastering persuasive communication strategies for effective business agreements and negotiations in both formal and informal environment and setting (i.e. communication the dinning table and shareholder meeting presentation) and identify the right person and topic for discussion. Participants will delve into the dynamic interplay between personal traits, communication techniques, and successful business outcomes at domestic and international levels.
EPM642	CHANGE MANAGEMENT AND LEADERSHIP	Principles and practices essential for fostering positive organizational change and effective leadership. Participants will explore the dynamic interplay between organizational development strategies, human resources management and incentive system, the role of leadership in steering teams toward success, and stress management.
EPM651	LOGISTIC AND SUPPLY CHAIN MANAGEMENT FOR ENTREPRENEUR	The course focuses on how logistics and supply chain management can create competitive advantage to entrepreneurs. To analyze structure and system of logistics and supply chain for entrepreneurs from raw material sourcing, production, inventory management, warehousing, transportation, reverse logistics, including technology selection for logistics which is suitable for entrepreneurs.
EPM652	RISK MANAGEMENT FOR ENTREPRENEUR	This course centers on providing the essential knowledge and tools to navigate uncertainty and minimize risks in the creation of innovative businesses. It encompasses fundamental principles and a risk management framework, with a specific focus on the Lean Startup process as a viable strategy for risk reduction. The emphasis is on rapid, iterative development and customer validation, including the testing of innovative prototypes. Gathering customer opinions is integral to enhancing products and mitigating business risks.
EPM653	BUSINESS PROCESS RE-ENGINEERING	This course centers on the analysis and design of business processes with the aim of enhancing organizational efficiency and effectiveness. It employs diverse tools for process analysis and design, including SCOR-P, Service Blueprinting and BPMN.
EPM661	MERGER AND ACQUISITION	This course is designed to provide participants with a thorough understanding of the intricacies involved in mergers and acquisitions, from conceptualization to post-transaction integration. The topic includes the concepts of merger and acquisition, well defined strategic merger and acquisition planning, Due diligence, financial valuation, and change management.
EPM672	MANAGEMENT OF INFORMATION SYSTEM AND DIGITAL TRANSFORMATION	This course centers on building knowledge regarding the role of data and information management systems in organizations. It addresses key topics, including the impact of data on business strategy, enterprise information systems, fundamentals of data modeling, data security, and digital transformation.
EPM683	INTEGRATED BUSINESS SUSTAINABILITY: BIO-CIRCULAR-GREEN (BCG) ECONOMY; AND ENVIRONMENTAL, SOCIAL AND GOVERNANCE (ESG) CONCEPTS FOR SUSTAINABILITY DEVELOPMENT)	The goal of this course is to help forward-thinking students who are eager to understand and navigate the constantly evolving field of sustainable business practices. Integrated Sustainability explores the revolutionary ideas of the Bio-Circular-Green (BCG) Economy and the principles of environmental, social, and governance (ESG) development. Attendees will examine the point at which these frameworks overlap and gain the expertise and abilities necessary to promote beneficial effects on the environment and society under the good corporate governance practices.
EPM684	BUSINESS PLAN FOR INNOVATIVE ENTREPRENEURS	This course provides advanced analysis and decision making concepts, tools, and techniques to be applied in a real business setting. Topics include marketing and financial analysis, competitive strategy and pricing, sales and growth forecasting, distribution of goods and services, cash budgeting and forecasting, short and long-term financial planning, and traditional and venture capital. The effective use of communication and other electronic technology is integrated throughout the course and is an important aspect of the business plan.
EPM684	BUSINESS PLAN FOR INNOVATIVE AND SUSTAINABLE ENTREPRENEURS	This course provides advanced analysis and decision-making concepts, tools, and techniques to be applied in a real business setting. Topics include marketing and financial analysis, competitive strategy and pricing, sales and growth forecasting, distribution of goods and services, cash budgeting and forecasting, short and long-term financial planning, and traditional and venture capital. The effective use of communication and other electronic technology is integrated throughout the course and is an important aspect of the business plan.
EPM685	BUSINESS REGISTRATION, BUSINESS LAW AND TAXATION PRACTICES	Form of business, business registration, key legal considerations in business operations, such as contracts, intellectual property, outsourcing, consumer protection, personal data, international law. Additionally, provide recommendations on legal regulations related to tax management for entrepreneurs.
EPM686	INTELLECTUAL PROPERTY MANAGEMENT AND VALUATION	Designed to equip participants with the knowledge and skills required to navigate and excel in the dynamic landscape of cutting-edge technologies. This program delves into the intricacies of deep technology, exploring its applications, business potential, valuation and the strategic considerations necessary for intellectual property management.
EPM687	BUSINESS OPPORTUNITY EXPLORATION	This course guides students in identifying business opportunities within a dynamic environment, emphasizing that imitation alone is insufficient for success. It involves analyzing opportunities through tools like Megatrend analysis, assessing market dynamics, and understanding customer needs. Emphasis is placed on the significance of envisioning possibilities beyond the immediate landscape.
EPM689	SPECIAL TOPIC IN ENTREPRENEURSHIP : BUSINESS RESEARCH	This course focuses on business research methodology; research problem identification, research process, research method, research report writing and presentation, data analysis, statistical tools, descriptive statistics, inferential statistics, hypothesis testing, analysis of variance, correlation, multiple regression analysis, cluster analysis. Introduction to qualitative research and statistical package, SPSS.
EPM689	DATA ANALYTIC AND DATA MANAGEMENT FOR BUSINESS RESEARCH AND DECISION-MAKING	This course concentrates on cultivating proficiency in analyzing both quantitative and qualitative data to extract the knowledge required for addressing research questions. Techniques such as descriptive statistics, inferential statistics, regression analysis, and thematic analysis are covered. The course emphasizes hands-on experience with data analysis software, including SPSS for quantitative data and QDA for qualitative data.
EPT355	ELECTRICAL POWER SYSTEM ANALYSIS
ERC10201	INTRODUCTION TO ELECTRICAL CIRCUITS	Basic electrical circuit analysis, Elements of an electrical circuit, Basic electrical circuit laws, Analysis of steady-state direct and alternating current responses, Complex power analysis, Basic 3-phase power. Using measuring instruments for practical experiments
ERC10202	INTRODUCTION TO ELECTRICAL POWER SYSTEM ELEMENTS	Electrical power system components, Principles of energy conservation, Electromechanical classification, DC-AC electromechanical, Basic electromechanical working structure and performance, Introduction to renewable energy. Using measuring instruments for practical experiments correctly and safely.
ERC10203	INTRODUCTION TO ELECTRICAL MEASUREMENT	Quantities in an electrical system, Units of measurement, Introduction to basic electrical measurement tools, Basic structure and working principle of analog measuring instruments, Various digital measuring tools, sensors, transducers. Using measuring instruments for practical experiments correctly and safely. Using measuring instruments for practical experiments correctly and safely.
ESS60101	THE GLOBAL CRISIS	Basic knowledge of environment and social ecosystems, economic systems, natural resources, the problem of environmental degradation, Solution to environmental problems, Population growth and urbanization and environmental impact, Waste and solid waste management, Noise and vibration
ESS60102	NATURE KNOWS BEST	Environment and Ecology, Geologic processes, soil system and land Resources, Atmospheric System and Climate, Hydrological System and Water resource, Forest and biodiversity
ESS60103	CONCEPT OF SUSTAINABILITY AND ENVIRONMENTAL MANAGEMENT	Revolution and Sustainable Development Concepts, Social Perspectives, Economic Perspectives, Environmental Perspectives, Sustainability Assessments Tools for Environmental Management and Sustainable Natural Resources Utilization into Community, Society, and National Scales
ESS62101	IMPACT ASSESSMENT: CHALLENGE OF INTEGRATED	An overview of impact assessment, Types of impact assessment such as EIA SIA HIA and SEA, the policies, programs, and plans with environmental and social consequences, Approach and evaluation theory, Impact assessment toward integrating sustainability
ESS62102	ENVIRONMENTAL IMPACT ASSESSMENT	Laws and Regulation for environmental impact assessment, Screening, Scoping and EIA preparation, 4 Tier System (Physical Biological, Human use value, and Quality of life), Techniques, Evaluation Methods, Problems, Improvement and Report for EIA
ESS62103	SOCIAL IMPACT ASSESSMENT	Principle for Social Impact Assessment; SIA, Tools for SIA, Theory of Change, Techniques for SIA such as Impact Value Chain, Stakeholder Analysis, Plan, Implementation and Report for SIA
ESS62201	COMMUNITY ANALYSIS AND PLANNING	Structure and Characteristic of the community, Concept of environment management in Community, Community resources Management such as Social, Culture, Natural Resources
ESS62202	ECO-TOURISM DEVELOPMENT FOR THE COMMUNITY	Community environmental management planning, Community rights in environmental and natural resource management, Common-Pool Resource: CPR, Community ecotourism development
ESS62203	COMMUNITY DEVELOPMENT PLANNING FOR SUSTAINABILITY	Sustainable Community Development Process, Sustainable community environment management policy, Public participation in sustainable community development, Social Innovation for Sustainable Development
ESS624	COMMUNITY HEALTH IMPACT ASSESSMENT	Concepts of community health impact assessment; scientific and social science apparatus for assessing community situations; analysis of various impacts both positive and negative impacts; collaborative learning process of local communities and stakeholders; building community capacity for health impact assessment.
ESS625	ENVIRONMENTAL RISK COMMUNICATION	Definitions of environmental risk; stakeholders risk perceptions; concepts of environmental risk communication; building trust and credibility in environmental risk communication; effective environmental risk communication; risk communication models; risk communication channels; tools and techniques for environmental risk communication; assessing effectiveness of risk communication; ethics in environmental risk communication; crisis communication; case studies related to crisis communication.
ESS629	PARTICIPATORY PROCESS DEVELOPMENT	Principle, theories, and concepts related to participation; methods to create and enhance participation; tools for creating participation such as public hearing, focus group, gamification, and community map making; evaluation of participation activities; community facilitator which train about deep listening and grasping skills; field trip; student-generated activities appropriate for target groups to strengthen knowledge and development of participatory process.
ESS63101	RESEARCH DESIGN FOR SOCIAL SCIENCE : MIXED METHODS RESEARCH	Definition of research, types of research, research process, formulation of research problems, research objectives, variables, definitions, research benefits, scope of research, research ethics, review literature, conceptual framework of research, research hypothesis, different types of research design, Population and sample, samples size, sample selection, different types of measuring instruments, In-depth interviews and quality tools.
ESS63102	RESEARCH PROJECT PROPOSAL PREPARATION FOR SOCIAL SCIENCE	Practice to prepare a research project proposal, Example of a research project proposal, Presentation of research proposals, Improving research proposals and evaluation of research project proposals
ESS63103	DATA ANALYSIS, DISCUSSION AND CONCLUSION OF SOCIAL SCIENCE RESEARCH	Using statistics to analyze data Using statistical packages for analysis, Data (creating data files and specifying details of variables in the data files) using statistical packages to analyze data (descriptive statistical analysis analytical statistical analysis), interpretation of data analysis results, discussion of results, and summary of social science research
ESS64101	NATURAL AND ENVIRONMENTAL COSTS WITH ECONOMIC SECURITY	Economy, Natural Resources and Environment, Natural Resource and Environmental Problems, Basic Concept of Environmental Economics, Market Failure, Public Goods and Externality that related between with natural resources and environmental and economy
ESS64102	THERE IS NO SUCH THING AS A FREE LUNCH	Benefit Cost Analysis, Cost Analysis, Eco-efficiency the Theory and Methods for Economic Valuation of Environmental Goods and Services
ESS64103	ECONOMIC INSTRUMENTS FOR ENVIRONMENTAL MANAGEMENT	Economic Instruments of Environmental Management for Sustainable Development; Life Cycle Assessment, Life Cycle Cost Assessment, Environmental Accounting, Green Industry
ESS65101	CORPORATE SOCIAL AND ENVIRONMENTAL RESPONSIBILITY: COMPETITIVE ADVANTAGES FOR ORGANIZATION	Concepts and theories related to CSER, Key standards of CSER such as ISO26000, Categories of CSER, Stakeholder analysis, Process to identify stakeholders need, Stakeholder engagement planning process
ESS65102	CORPORATE SOCIAL AND ENVIRONMENTAL RESPONSIBILITY; CSER ACTIVITIES DESIGN	Concept of CSER Activities, Guidelines and procedures for designing CSER Activities, Materiality Assessment, Feasibility analysis of CSER Activities
ESS65103	DESIGNING STRATEGIC CORPORATE SOCIAL AND ENVIRONMENTAL RESPONSIBILITY	Concept corporate social and environmental responsibility; CSER strategies, Development and design of CSER strategies, Implementation of CSER strategies, Measuring and evaluating the success of CSER strategies.
ESS65401	SUSTAINABILITY VISION BUILDUP	Key concepts of corporate sustainability; (Why/What/Trend), Project development for corporate sustainability, Materiality and Sustainability Risk Analysis, Value Chain Analysis related with sustainability issues in your organization, Sustainability Commitment, strategy, and Initiative
ESS65402	BUSINESS CONTINUITY MANAGEMENT AND PROJECTS DEVELOPMENT FOR CORPORATE SUSTAINABILITY	Business Continuity Management, Case study of corporate sustainability projects, Projects design and development for corporate sustainability
ESS65403	SUSTAINABILITY PERFORMANCE EVALUATION AND SUSTAINABILITY REPORT	Sustainability Performance Evaluation, Sustainability Strategy Assessment, Sustainability reporting
ESS655	SOCIAL ENTERPRISE	Concepts related to using business and innovation for creating societal impact; law and regulations related to social enterprise; assessing social change; processes and techniques for finding opportunities; social business model; fundraising and financial management; and building social business sustainability; measurement and assessment of social ventures.
ESS656	CORPORATE GOVERNANCE	Concepts of good governance and good corporate governance; law and regulations; application of good governance principles to administration in public and private sectors, and environment-related organizations; problems and limitations related to the application of corporate governance in an organization; sustainably establishing corporate governance in an organization.
ESS657	GLOBAL SUSTAINABILITY ISSUES AND CORPORATE RESPONSIBILITY	Problems related to global sustainability including ethical, social, environmental, and economic issues; analyzing impacts of economic development approaches (industrialization, neoliberalism, and globalization) on world sustainability; global environmental crisis; social inequality; concepts of green and blue economic development; business sectors strategic response to sustainable development; international standards for corporate social responsibility; development of sustainable business strategies; case studies.
ESS681	FIELD STUDY	Field work training in environmental management based on the application of environmental social sciences knowledge and skills; field work training in social and environmental impact assessments, public or private organizations development of sustainability projects, and training in environmental planning and management in a community level.
ETE101	WORK INTEGRATED LEARNING IN VOCATIONAL EDUCATION 1	The essence of this subject is for students to learn about vocational educational institutions on issues related to policies, missions, and organizational culture. Relationship of the Bachelor of Industrial Education program with vocational education institutions. Essential elements of the Bachelor of Industrial Education curriculum Both in the professional and the teaching professional. Career progression path for graduates from the Bachelor of Industrial Education program in Electrical Engineering field. Learners will have direct experience in a vocational educational institution for no less than 45 hours.
ETE151	INTRODUCTION TO THINKING SKILLS FOR ELECTRICAL TECHNOLOGY EDUCATION	This course provides the incoming vocational students with an overview of thinking skills based on a “hands-on” experience which includes: an introduction to computer tools and lab techniques, problem-based learning techniques based on subjects of K-12 mathematics. The course activities are based on student-centered classroom activities.
ETE151	ELECTRICAL ENGINEERING MATHEMATICS I	The understanding of general numbers such as integers, positive and negative integers, non-negative integers, and decimal numbers is the basis for the work of electric circuits, including the use of calculators in complex operations, the use of Linear equations to describe the relationship between voltage, current, and resistance, according to Ohm, which can be written as a linear equation to analyze and calculate the values of these in the electric circuit. Using integrated and differential equations: using integrated and differential equations such as the laws of Kirchhoff’s laws can help solve complex problems in electrical circuits, especially in analyzing circuits with multiple nodes.
ETE153	ENGINEERING DRAWING	Lettering, orthographic projection principle orthographic drawing, pictorial drawing, dimensioning, section, freehand sketches, detail drawing, tolerance, standard and symbol of drawing have interpret and analysis of drawing. Fundamental of computer aided drawing.
ETE154	ENGINEERING DRAWING PRACTICES	Basic dimension and notes. International and Thai standards graphic symbols and abbreviations for electrical and electronic diagrams, pictorial, wiring, one-line, schematic and riser diagrams. Assembly and details of electrical machines, generation, transmission, distribution, power stations and lighting layouts with Introduction to computer programs.
ETE162	ELECTRIC CIRCUIT ANALYSIS	Circuit element, node and mesh analysis, Thevenin and Norton equivalent circuits, superposition theorem, maximum power transfer. DC transient and AC sinusoidal steady-state responses, waveform and its analysis, pharos diagram, three-phase circuits, complex frequency. Frequency responses, resonance. Two-port network. Fourier series: trigonometric and exponential forms including their application in circuit analysis.
ETE163	ELECTRICAL CIRCUIT LABORATORY I	Laboratory experiments on the basic topics of an electrical circuit connection and op-amp circuit connection
ETE166	DIGITAL LITERACY	Basic knowledge of computer hardware and software. Computer systems and networks. Operating system, Disk organization and cloud storage. Information and cyber security. Computer system and network security. Digital laws such as the Cybersecurity Act, Personal Data Protection Act, Electronic transactions Act, Computer – Related Crime Act, Digital Identity. Digital citizenship skills. Using online systems and social media systems. Choosing digital tools for document, spreadsheet, presentation. Creating forms for storing data. Graphical tools such as video recording, image editing, image and video editing, etc. Searching for information from educational databases. Using digital databases such as library databases and various subscription databases to search for projects, research papers, and academic articles. Assessing the reliability of information sources. Using information ethically. Basic knowledge of data science. Basic analysis of data. Using tools for analyzing data. Presenting data with data visualization tool
ETE183	COMPUTER PROGRAMMING FOR ELECTRICAL ENGINEERING	Introduction to the principle and structure of a computer system. Hardware and software relation. Program structure design and development methodology using flow chart. Structure of data and variables, mathematical and logical operation, decisions and repetitive loop processes, subprogram with function and procedure, type of declarations, array, file, creative thinking by high level language programming. Introduction to visual programming.
ETE213	PRINCIPLES AND METHODS OF TEACHING	Meaning of learning and purposes of teaching. Fundamental knowledge about curriculum and teaching. Factors influencing effective instruction, classroom management, principles that needed for instructors, varieties of teaching skills and methods and lesson plan. Learner-centered instruction approach. Student practice in classroom.
ETE220	DIGITAL CIRCUITS	Base number systems and conversion, Logic gates, Boolean algebra, Combinational circuits, Karnaugh maps (K-maps), Basic digital circuits such as arithmetic circuits, encoders, decoders, multiplexers, and demultiplexers, Flip-flops, Latches, Characteristic equations and tables, Excitation tables, Operation tables, Timing diagrams, Counters, Registers, Memory, State tables, State diagrams, Reduction of state tables, Sequential circuits.
ETE250	ELECTRICAL SKILL PRACTICES	A course of practice covers the topics on interior and exterior wiring, transformer winding, printed circuit techniques, soldering and printed circuit board design software. The course provides students with practical experiences in electrical machine windings.
ETE261	ELECTROMAGNETIC FIELDS	Vector analysis, coordinate systems, fundamentals of vector calculus, electrostatic fields, Coulombs law, electric field intensity, electric flux density, Gausss law, energy and potential, currents and conductors, dielectric materials, capacitance, Poissons and Laplaces equations, magnetostatic fields, Biot-Savart law, Amperes law, magnetic field intensity, magnetic flux density, magnetic force, magnetic materials, inductance, time-varying electromagnetic fields, Maxwells equations, electromagnetic phenomena in daily life, applications of electromagnetic fields in engineering.
ETE264	INDUSTRIAL ELECTRICAL INSTRUMENTS AND MEASUREMENTS	Units and standard instruments, shielding, safety, precision, voltage, current and power measurement, impedance measurement at low and high frequencies, transducers, magnetic measurements, digital techniques in measurements, noise, signal-to-noise radio, enhancement techniques, instruments in electrical power plants.
ETE315	QUALITATIVE EVALUATION OF PROJECT	Principle and system of quality assurance, application of quality assurance model to the project. System analysis of input, process and product ( IPP ). Follow up and project evaluation, CIPP model, Stake model.
ETE335	ELECTRICAL LABORATORY DESIGN AND EVALUATION	Students are assigned to design and evaluate laboratories. The conventional laboratories are selected to develop to be higher level so that the discovery investigation or the problem solving laboratories. Students are also being assigned to analyze the subject contents for investigating a suitable topic to construct a new laboratory.
ETE365	ELECTRICAL ENGINEERING LABORATORY I	Experiments on electrical, electronic and computer technology.
ETE366	ELECTRICAL ENGINEERING LABORATORY II	Laboratory experiments on the basic topics of a design and winding motor phase 1 and / or 3 phase, design and winding of small transformers, design and installation of electrical wires indoor buildings and Solving the problem of basic electrical appliance repair.
ETE410	LEARNING MANAGEMENT AND MICRO-TEACHING FOR ELECTRICAL TECHNOLOGY	Fundamental concepts for teaching and learning. Teaching and learning system. Impact factors affecting teaching and learning. Studying procedure of teaching process. Learning management theory and model for learner capability in analysis, creative thinking and problem solving. Principles, concepts and procedure of learning plan. Lesson plan writing and achieved implementation. For course planning. Learning management and environment. Student- centered learning, integration of inclusive learning, Micro-teaching practice in Electrical Engineering, learning atmosphere building toward learner engagement. Building and development of teaching professional growth, seeking and selection of information and knowledge that change. This course consists of phase of learning and teaching, types of teaching skills, types of teaching methods: Teacher-centered, student-centered, teacher and student co-operation. Demonstration, based on group critics and discussion for individual performances, the following teaching skills: – Skill in giving speech and gesture. – Skills in explaining: giving directions and illustration with pictures. – Skill in explaining working operation. – Skill in verbal interaction/Questioning. – Skill in using blackboard.
ETE411	ELECTRICAL TECHNOLOGY THEORY TEACHING METHODS	Integration of overall learning, Class management for theory topic. Student should be made atmosphere for class management in order to learning of learner. This subject is to make a conceptual management of learning and creating an electrical technology program. The course outline of this subject consists of: influential factors of studying system, content analysis, arranging and relating of contents, objective of each subject, determination of students capability at the end of a class, integration of content and learning, integration of appropriate teaching method for electrical technology program, development of learning and teaching system, making instructors handbook, making a lesson plan, understanding nature of learner, pattern of learnings student, making plans and activities of learning, design and manage of experience learning, technique and nature studies of learning management depended on student.
ETE412	ELECTRONIC TECHNOLOGY THEORY TEACHING METHODS	Integration of overall learning, Class management for theory topic. Student should be made atmosphere for class management in order to learning of learner. This subject is to make a conceptual management of learning and creating an electrical technology program. The course outline of this subject consists of: influential factors of studying system, content analysis, arranging and relating of contents, objective of each subject, determination of students capability at the end of a class, integration of content and learning, integration of appropriate teaching method for electronic technology program, development of learning and teaching system, making instructors handbook, making a lesson plan, understanding nature of learner, pattern of learnings student, making plans and activities of learning, design and manage of experience learning, technique and nature studies of learning management depended on student, building a tool for evaluating learning results to category and grade the capability of each student. This course consists of classification of electronic technology courses such as electronic power and electronics .
ETE413	COMPUTER TECHNOLOGY THEORY TEACHING METHODS	Integration of overall learning, Class management for theory topic. Student should be made atmosphere for class management in order to learning of learner. This subject is to make a conceptual management of learning and creating an electrical technology program. The course outline of this subject consists of: influential factors of studying system, content analysis, arranging and relating of contents, objective of each subject, determination of students capability at the end of a class, integration of content and learning, integration of appropriate teaching method for computer technology program, development of learning and teaching system, making instructors handbook, making a lesson plan, understanding nature of learner, pattern of learnings student, making plans and activities of learning, design and manage of experience learning, technique and nature studies of learning management depended on student, building a tool for evaluating learning results to category and grade the capability of each student. This course consists of classification of computer technology courses such as computer.
ETE414	WORKSHOP AND LABORATORY INSTRUCTION FOR ELECTRICAL TECHNOLOGY	Natural characteristics of workshops and laboratories. Objectives of practical training. Identification of teaching contents for practical experiences. Experimentalism and demonstration strategies. Types of laboratories and workshops. Instructional sheets for laboratories and workshops. Teaching procedures, measurements and evaluative criteria for laboratories and workshops. Student should be made atmosphere for class management in order to practical learning of learner.
ETE415	WORKSHOP AND LABORATORY INSTRUCTION FOR ELECTRONICS TECHNOLOGY	Natural characteristics of workshops and laboratories. Objectives of practical training. Identification of teaching contents for practical experiences. Experimentalism and demonstration strategies. Types of laboratories and workshops. Instructional sheets for laboratories and workshops. Teaching procedures, measurements and evaluative criteria for laboratories and workshops. Student should be made atmosphere for class management in order to practical learning of learner.
ETE416	WORKSHOP AND LABORATORY INSTRUCTION FOR COMPUTER TECHNOLOGY	Natural characteristics of workshops and laboratories. Objectives of practical training. Identification of teaching contents for practical experiences. Experimentalism and demonstration strategies. Types of laboratories and workshops. Instructional sheets for laboratories and workshops. Teaching procedures, measurements and evaluative criteria for laboratories and workshops.Student should be made atmosphere for class management in order to practical learning of learner.
ETE441	TEACHING PROFESSION PRACTICES	Actual Professional practice in the educational institute is to study patterns and ways of education system of vocational institutes to have experiences and also create a conceptual idea in teaching performance, having an ability to integrate whole knowledge for planning and teaching in a responsible class successfully, trainee have to evaluate their students by observing, interviewing, collecting information to achieve subjects objectives and evaluation, participate with academic societies for developing, improving and operating a curriculum, making a learning plan with other institutes, operating activities for learning plan with other institutes and also participating with the academic project, making learning process, producing media,
ETE442	PROGRAM COMPUTER SIMULATION FOR ELECTRICAL TEACHING	Introduction to simulation program for basic electrical teaching. Using technique of computer software in simulation of electrical circuit or equipment operation or behavior. Electrical signal analyzed by computer software. Teaching technique based on computer simulation.
ETE445	SPECIAL TOPIC I : WORK INTEGRATED LEARNING	Students are required to complete training in the establishment of cooperation in integrating learning with work, guided by teachers and industry experts. To provide knowledge on matters related to the actual work. Students are required to work on a project integrating learning with work. Research by a proposition from the establishment, under the guidance of mentors and advisors
ETE460	ELECTRICAL ENGINEERING MATHEMATICS	Complex number. Complex analytic function. Conformal mapping. Complex integral and residue theorem. Fourier and Laplace transforms: their definitions, properties and applications. Partial differential equations and boundary value problems. Separation of variables technique. Solution of wave equation, diffusion equation and Laplace equations.
ETE461	ELECTRICAL ENGINEERING DRAWING	Introduction to electrical drafting procedures, material instruments, basic dimension and notes. International and Thai standards graphic symbols and abbreviations for electrical and electronic diagrams, pictorial, wiring, one-line, schematic and riser diagrams. Assembly and details of electrical machines, generation, transmission, distribution, power stations and lighting layouts, miniaturization,printed graphical representation of data. Introduction to computer programs, such as AutoCAD, Visio, Protel, Orcad and etc.
ETE472	LINEAR CONTROL SYSTEM	Linear automatic control system, open loop and closed loop system, mathematical models of physical systems : transfer function analysis, block diagrams, signal flow graphs, mechanical, electrical, liquid, pneumatic and thermal systems. Linearization of systems, steady state analysis : steady state characteristics of Proportional ( P ), integral ( I ) and derivative ( D ) control systems. Transient response analysis : first order, second-order and higher order systems, Rouths stability criterion. Dynamic analysis : characteristics function, Root-locus method, frequency response method. Bode Plots, Polar plots, Nyquist stability criteria, M-circles, N-circles and Nichols chart, Control system design : lead, lag and lead-lag compensation PID controllers.
ETE541	INSTRUCTION PROFESSION INTERNSHIP I	Students are required to have actual classroom teaching practice at the institution outside in order to experience instructional climate and acquire professional skills and teacher-like mind by integrating all knowlages for teaching practice in schools, preparing learner-center lesson plan, developing curriculum, making learning process using phycology for teachers and appropriate language, producing teaching media and innovations harmonizing with learning, using technigues and strategies in learning process, measuring and evaluating learning outcome, researching and using evaluation results for delevoping learning and quality of learning, recording and reporting the results including educational seminars.
ETE542	INSTRUCTION PROFESSION INTERNSHIP II	Students are required to have actual classroom teaching practice at the institution outside in order to experience instructional climate and acquire professional skills and teacher-like mind by integrating all knowlages for teaching practice in schools, preparing learner-center lesson plan, developing curriculum, making learning process using phycology for teachers and appropriate language, producing teaching media and innovations harmonizing with learning, using technigues and strategies in learning process, measuring and evaluating learning outcome, researching and using evaluation results for delevoping learning and quality of learning, recording and reporting the results including educational seminars.
ETE620	THEORY OF ELECTRICAL TECHNOLOGY TEACHING	Factors influencing the construction of a technical instructional theory. Electrical instructional strategies for concepts, principles and problem-solving. Macro and micro instructional design. Principle of group and individualized instruction. Educational simulation technique. Formulation and evaluation of electrical instructional systems.
ETE622	ASSESSMENT AND EVALUATION IN ELECTRICAL TECHNOLOGY EDUCATION	Examination of traits and ability measured. Theory of measurement. Strategies and designs of tests. Principles and problems of construction and adaptation of tests for specific purpose. Emphasis upon students experiences in test construction and implementation system for technical education. Concepts of educational evaluation, instructional, and institutional evaluation.
ETE623	WORKSHOP AND LABORATORY INSTRUCTIONAL SYSTEM DEVELOPMENT	Nature of workshop, laboratory, and simulation. Analysis of knowledge and skill. Principle and processes of workshop, laboratory, and simulationfor electrician. System design for laboratory and workshop instruction; planning, directing, coordinating and controlling phases. Laboratory and workshop layout and administration. Measurement and evaluation of laboratory and workshop instruction.
ETE724	INSTRUCTION AND DEVELOPMENT OF TECHNICAL INSTRUCTIONAL SYSTEM	Factors of a technical subject instructional. Teaching strategies for concepts, principles and problem-solving. Macro and micro instructional design. Principle of group and individualized instruction. Technique of educational simulation. Student center for technical instruction. Formulation and evaluation of instructional systems.Importance and components of a technical instructional system development. Design and process in developing an instructional system. Construction, organization, selection and investigation of technical instructional system. Investigation of new concepts, guidelines systems, processes, principles and materials in the development and implementation of instructional system.
ETE726	COMPETENCY BASED EDUCATION	Concept of competency based education. Competency standard. Career competency specification based on content analysis. Critria of competency. Knowledge, skill, attitude, and behavior establish based on competency standard. Instructional factor of competency education. Measurement and evaluation based on competency standard.
ETE791	DEVELOPMENT OF INSTRUCTIONAL SUPPORTING MATERIALS FOR TECHNICAL EDUCATION	Classification of learning resources; Module, programmed instruction, instructional sheets, and multimedia learning packages. Learning resource design. Principles and processes of construction organization of instructional supporting materials. Implementation and administration of instructional supporting materials. Evaluation of instructional supporting materials.
ETE795	SPECIAL TOPIC I : WORK INTEGRATED LEARNING	Conceptual framework of student development through experience, Required skill for future of job, Expecteted learning outcome identification, Job and task analysis, Knowledge and skill for work, Assessment and evaluation for work integrated learning.
ETM101	FUNDAMENTAL ARTS	Understanding of basic principles, philosophy of arts design, theories and practice of vision design, arts of communication, figures and shapes, light and color, two and three dimensional natural and geometric forms, design of message elements for visual communication and arts creations.
ETM102	MASS COMMUNICATION	Fundamental concepts of communication including objectives, processes, interpersonal communication models and mass communication. Principles of mass communication. Impacts of mass communication technology towards message recipients. Mass communication system in Thai society. Furthermore, news elements and presentation, laws and ethics of mass communication and elements of mass communication will be are covered as well.
ETM103	PHOTOGRAPHY I	Principles of colored and black and white photography. Digital photography. Practice of outdoors photography. News photography. Photo files management. Photograph printing. Various styles of photograph presentation.
ETM104	FUNDAMENTAL OF SOUND PHYSICS AND BROADCASTING	Modern media landscape. Basic principles of broadcasting. Sound origin. Physical characteristics and elements of sound. Sound movement and absorption. Sound recording. Components and sound recording devices in broadcasting. Principles of recording and broadcasting on radios and computers.
ETM111	SELF DEVELOPMENT TO CAREER	Use of psychological techniques for self exploration, self knowing and self understanding about personality, ability, aptitude, Intelligence and others, management of organization or establishment and Industrial psychology for self development to career knowing in context of educational technology and mass communication
ETM112	VERBAL THAI LANGUAGE FOR COMMUNICATIONS	Common characteristics of Thai language communication. The development of the four language skills; speaking, writing, reading and listening. The analysis of a variety of written texts, effective report writing for dissemination and individual communication.
ETM201	INNOVATION IN EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION	Meanings. Basic concepts and principles of innovations and educational technology and mass communication including criteria for categorizing innovations. The importance of contemporary educational technology and mass communication innovations. The process of innovations and technology development together with the adoption and distribution and trends of innovations in educational technology and mass communication.
ETM202	ADVERTISING AND PUBLIC RELATIONS	Meanings. Significance and roles of advertising and public relations. Campaign planning. Advertising and public relations administration. The use of conventional and new media together with special activities for effective advertising and public relations.
ETM203	COMPUTER BASED GRAPHICS DESIGN	Design graphics Production. Create process and describe principles of design. Element arrangement. Use of colors as well as psychology of color use. Computer graphics design and two and three dimension media construction along with the study of technologies and innovations of graphics.
ETM204	SCIENCE-BASED MULTIMEDIA DESIGN	Basic knowledge of multimedia. Roles and significance of multimedia. Communication design. Psychological theory in design. Strategies to design and create computer media. Multimedia – associated problem analysis to design and create a multimedia contents by showing problem – solving process and effective presentation.
ETM205	PRESENTATION SKILLS I	Concepts and stages of presentation. Appropriate presentational personality. Techniques and ways of presentation using technology. Media verbal and nonverbal language for presenting ideas and learning outcomes, practice projects, individual and group presentation training
ETM211	LEARNING PSYCHOLOGY FOR EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION	Theories of teaching and learning, types of learning, and the learners intellectual development; the development of teaching and learning format including media and the thinking process; the development of analytical processes and creativity and systems thinking; the integration of contents in the related modules; content analysis according to psychological principles; and mutual learning integration and techniques and principles of learning management. Also covered is the application and production of media based on learning principles as well as age group development, and learner-centeredness- learning management and learning evaluation.
ETM212	SOUND FOR CREATIVE PRODUCTION AND BROADCASTING	Principles of sound communication in various situations; sound in online communication, radio and sound production for communication in various media. Script writing for various radio productions, narration and announcers together with radio broadcasts are also included.
ETM213	2D ANIMATION COMPUTER	Two dimensions animated media design by computer. Basic knowledge of image creation by computers.Using theories and principles of movement. Creation and presentation suitable for other kinds of media.
ETM214	ONLINE DIGITAL CREATION FOR LEARNING	Elements of web-based for learning, public relations and online lesson. Content analysis and digital online instructional strategies. Multimedia and interactional design. Lesson development processes, online lesson evaluation. Course management system and learning management system. Students will be assigned to work on a project to create a web-based learning.
ETM215	PRODUCTION FOR BROADCASTING DIGITAL MEDIA	Creating of digital media production broadcasting indoor and outdoor. Script writing for various TV programs. Single-camera and multi-camera production. Communication in TV program production in advanced technology for TV program production. Broadcasting via radio and online media as well as other broadcasting channels are also included.
ETM216	CREATIVE WRITING	Concepts and creative thinking development process. Creative thinking activities. Creative writing skills. The study of various genres of creative writing. Individual and group creative writing practice in a wide range of forms for learning communication and mass communication purposes.
ETM311	TRAINING FOR EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION	Training personnel development by using tools and methods; needs analysis for training, planning and implementing training courses together with the online training of media production processes; and also training techniques, training course administration, and evaluation and follow up. Students projects on the practice of managing the training program for educational technology and mass communication specialists will be conducted as well.
ETM312	STATISTICS FOR FUNDAMENTAL RESEARCH	Basic statistics and fundamental research. Population and sample group. Sampling method. Principles of probabilities. Data collecting and research instrument quality examining. Validity and reliability analysis. Difficulty level distribution. Instrument efficiency. Data level and descriptive statistics. Studying achievement measurement. Hypothesis testing. Analysis of relation value among variables. research report writing on educational technology and mass communication.
ETM313	INSTRUCTIONAL DESIGN FOR COMPUTER MULTIMEDIA INSTRUCTION	Multimedia and principles of designing computer multimedia Instruction. Forms and systems used in lessons. Learning psychology in design and process in producing each type of computer multimedia.
ETM314	PROFESSIONAL EXPERIENCES IN EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION	Integrating of knowledge relevant to courses on educational technology and mass communication with in professional and specialized field. Students will study and perceive the information concerning professional guidance, professional code of ethics, professional safety, skill and experience enhancement for future career. Students can apply the knowledge and experience gained for their future career.
ETM315	MASS MEDIA LITERACY	Meaning, objectives and concepts of mass communication studies along with the roles, influences, and societal impacts of mass communication as well as the benefits of mass communication. Also included in the course are the language, format and presentation of contents; skill development in media literacy for media consumption; and an evaluation of messages along with an analysis of message presentation together with news reports from various types of media. Included is the consideration of the morality and ethics of news reports.
ETM316	PRODUCTION OF MULTIMEDIA COMPUTER ASSISTED INSTRUCTION	Creating of educational application and needs analysis for educational applications, content analysis and teaching and learning strategies, educational application development procedure, and the piloting and evaluation of educational applications. Moreover, learnersproject for educational application production will be completed.
ETM318	SCIENCE-BASED DESIGN AND PRODUCTION OF PRINTED MEDIA	Meanings and history of printed media. Types of printed media. Roles, functions and responsibilities of printed media. Quality of printed media including packaging. Printing system. Digital printing. Technology in printing , digital print media design and production. Management and environment in printing business. Analytical process, design process and demonstration of printing steps. Cost analysis and estimation. The reduction of inhalants caused by solvents in printing inks, and implementation of chemicals in printing.
ETM344	ADVANCED PHOTOGRAPHY FOR ADVERTISING	Principles of photograph creation for advertising including a range of photography processes and techniques; indoor and outdoor photography, photos of models, computer programs for photograph development as well as photograph evaluation for advertising.
ETM345	CREATIVE THINKING	Meanings. Values and creative thinking principles. Lessening problems and obstacles in working environment. Brainstorming principles for new concepts and thinking outside the box by creative product design.
ETM347	MEDIA DESIGN FOR ADVERTISING	Advertising design concepts. Consumer analysis for advertising. Arts principles and techniques for advertising design suitable for particular targets and types of medias; printing media, outdoor media, radio and television, new media, advertising design value analysis together with current trends of advertising design.
ETM350	3D ANIMATION COMPUTER	Basic knowledge of 3D animation, principles of 3D animation for communication and education by computers and process of 3D animation production.
ETM352	VISUAL MEDIA FOR CREATIVE PRODUCTION IN SPECIFIC GROUP	Analytical processes of modern media landscape for visual media, radio and television production for particular groups. Complicated format and content of program creation. Target audience and market analysis for teaching. Learning and public relations via a number of techniques and processes of program production Applications of radio and television for knowledge dissemination. Television and internet evaluation beneficial for learning and mass communication.
ETM357	EVENTS ORGANIZING FOR COMMUNICATION	Study in character, principle, media selection, and special event for mass media. Planning. Organizing special event for communication by performing the practical since the presentation of project, objective, strategy, and organizing special event for communication and also evaluating the event.
ETM358	MARKETING COMMUNICATION	Meaning, role and significance of marketing communication in connection with other marketing strategies together with factors and planning for effectively achieving institutional objectives. Also the practice of integrating technology and various types of marketing communication tools are covered.
ETM359	UTILIZATION AND DEVELOPMENT OF NEW MEDIA FOR EDUCATION AND MASS COMMUNICATION	Meanings. Types and values of new media due to communication technology, internet and other wireless networks. Principles of design. Development and information services through new media, digital marketing. New media evaluation for appropriate dissemination on online society
ETM361	PRESENTATION SKILLS II	Techniques and ways of presentation. Verbal and nonverbal presentation. Proper presentational personality. Appropriate use of media and technology in various educational communication and mass communication situations. Individual and group presentation practice as well as practice in giving comments and critiquing presentations.
ETM362	LEARNING INNOVATION CENTER MANAGEMENT	Principles of planning and managing resources center for individual and group learning through media as educational tools both in formal and non-formal lifelong education.
ETM363	KNOWLEDGE MANAGEMENT	Management of knowledge to enhance the organizational abilities via processes in seeking the knowledge inside and outside the organization, and the promotion of knowledge exchange of knowledge and experience among the personnel in the organization with the aim to make the personnel qualified, systematic and able to utilize technology in transforming the knowledge with efficiency.
ETM364	SELF-DEVELOPMENT FOR BEING ENTREPRENEUR	Positions of entrepreneurs in society. Intelligence creation. Tools for entrepreneurial development. Obstacle conquering and success. Business opportunities. Finance and investment. Business planning. Finance planning. Market planning, business law, direct sales, franchises, export and business ethics.
ETM368	COACHING AND FACILITATION	Study relationship between effective coaching process and skills of facilitator, coaching skill and model, learning psychology, brain and learning, and communication, and learn how they motivate inspiration and relationship at workplace from case study and active learning to help learners acquire skills, knowledge, and abilities to use at work. Learners will be able to analyze and practice follow to theories, principles, especially the role as a coach and a facilitator.
ETM371	EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION SEMINAR	Study and discussion of the problems related to educational technology and mass communication or other relevant problems to summarize and create a portfolio as well as write suggestions for further revision in an appropriate form of seminar.
ETM391	GUIDANCE FOR EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION WORKING	Students must be well prepared in terms of knowledge and experience before the actual training in a company joining the professional experiences internship scheme. During the training, the students will be advised by the teacher and the experts in educational technology and mass communication to help them gain profound knowledge and understanding of the educational technology and mass communication company in order to work with efficiency and satisfaction.
ETM471	EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION PROJECT STUDY	Students will work in groups or as an individual under the direction of their advisors. Each group or each individual will study the body of knowledge based on theories for the answers of their study. They will plan and work in the form of project proposal and project planning.
ETM472	EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION PROJECT	Students will work in groups or as an individual under the direction of their advisors. Each group or student will search for, examine analyze and synthesize the information systematically to be able to create a tool leading to a educational technology and mass communication project.
ETM491	PROFESSIONAL EXPERIENCES INTERNSHIP IN EDUCATIONAL TECHNOLOGY AND MASS COMMUNICATION	Real professional practice with an integration of social sciences. Educational technology and mass communication. Computer and information technology. Students will be apprenticed to professional institutes and organizations under the direction of their advisors and their training place
FDE501	FOOD SCIENCE CONCEPTS I	Chemical compositions of foods and their nutrition values. Changes of nutritional qualities during processing and storage. Effect of food handling and processing on nutritional qualities. Effect of water activity on food preservation. Proximate chemical composition analysis of food compositions. Post harvest technology of raw materials and its effect on processed food qualities. Role of food additives in processing and storage of food products. Importance of food raw materials and their products emphasizing on properties and industrial production methods. An additional report on current topics in food science is presented and discussed. Reports on current industrial interesting topics have to be submitted and presented.
FDE504	TECHNOLOGY OF FOOD PRESERVATION	Principles of food preservation. Postharvest technology of raw materials and its effect on processed food qualities. Effect of raw material handling on preservation of foods. Preservation by heat, chilling, freezing, irradiation, microwave, extrusion and fermentation, etc. Development of current food processing technology. Food packaging and packaging materials. Reports on current industrial interesting topics have to be submitted and presented. Relevant practical examples from Thai food industry are highlighted. The level of the subject equals to that of the first year graduate course in Food Science. Students are expected to do substantial amount of literature searches both for additional knowledge and practical work.
FDE511	FOOD ENGINEERING CONCEPTS	The topics cover conservation of mass and material balances: conservation of energy and heat balances; the first law of thermodynamics; closed systems and control volumes; the second law of thermodynamics; fluid flow systems: external flow and internal flow; theory of momentum transfer, heat transfer: steady and unsteady state, mass transfer: and their application to food processing.
FDE514	PROCESS CONTROL, INSTRUMENTATION AND UTILITIES	Dynamics of manufacturing processes. Process control concepts. Characteristics of measurement systems. Instruments used for research work and industrial application. Physical, chemical and biological sensors. Utilities such as design of steam system, water, air and heating ventilation & air conditioning (HVAC).
FDE618	TRANSPORT PHENOMENA IN FOOD PROCESSING	Basic concepts and tools needed to study transport phenomena. Fundamental principles of momentum, energy and mass transport. Rigorous derivation of governing conservation equations and identification of initial and boundary conditions as applied to various problems of interest in food processing. Topics include conduction and diffusion, laminar flow regimes, interphase transport and simultaneous transport of momentum, energy and mass with chemical reactions or phase change. Scaling concepts in formulating models and integral methods for obtaining analytical solutions of some selected transport problems. Applications of scaling concepts in formulating models and of integral methods for obtaining analytical solutions of some selected transport problems.
FDE622	PHYSICAL AND ENGINEERING PROPERTIES OF FOODS AND BIOMATERIALS	Topics involve concept in physical and engineering properties of food and biomaterials, i.e. physical characteristics, surface, functional, mechanical, thermal, electrical and optical properties. Phase transition is also included. Measurement and applications of these properties on food processing system including harvesting, handling, processing, storage and quality evaluation. A relevant integrated program of practical works is conducted.
FDE641	INDUSTRIAL DRYING OF FOODS	Fundamental principles of drying thermodynamic properties of air-water mixtures and moist solids, equilibrium moisture content, drying kinetics and mathematical modeling of drying process; classification and selection of industrial dryers; dryers for particulate solids, slurries and sheet-form materials; drying of selected food products: grains, fruits, vegetables and meat products; innovation in drying technology.
FDE647	SELECTED TOPICS IN FOOD ENGINEERING I	Current interesting research topics in food engineering will be discussed. Published papers will be used as major information source.
FDE650	PROCESS DESIGN FOR FOOD INDUSTRY	Aspects of process design, process engineering flowsheeting, utility systems, equipment specification and materials selection. Technical safety. Plant costing. Students are required to undertake an independent investigation about food processing system.
FDE697	SPECIAL RESEARCH PROJECT	The student is required to carry out the research in the area of Food Engineering under the supervision and approval of the advisory committee.
FDE782	INDEPENDENT STUDY II	A self study on food engineering topics is pertinent to individual interest under guidance and evaluation of teaching members. The topic of study must be approved by the department.
FDE783	INDEPENDENT STUDY III	A self-study on food engineering topics is pertinent to individual interest under guidance and evaluation of teaching members. The topic of study must be approved by the department.
FEM623	CURRICULUM AND QUALITY ASSURANCE IN EDUCATION	Curriculum theories, principles and concepts in curriculum design according to various educational management contexts, curriculum implementation, curriculum development for fundamental of education vocational education particularly in industrial education, curriculum development process, curriculum analysis and design, curriculum evaluation and its implementation for curriculum development also study about principles, concepts and practices about educational quality management and quality assurance in education, management of quality in learning activity, continuous development of learning quality, an evaluation of learning activity quality as well as the implementation of quality assurance in education for learning development.
FEM625	ADVANCED MEASUREMENT AND EVALUATION IN EDUCATION	Theories of educational evaluation, studying relation between curriculum and evaluation, principles, concepts and regulations in learning measurement and evaluation, measurement and evaluation designs, regulations and evaluation criteria, assessment criteria and subject passing criteria, creation and quality of evaluation tools, application of measurement and evaluation tools in real condition, measurement and evaluation implementation, applications of evaluation results for learner development.
FEM627	INSTRUCTIONAL SYSTEMS DEVELOPMENT AND INSTRUCTIONAL DESIGN WITH TECHNOLOGY	Theories and principles of instructional system. Design of instructional strategies. Analysis and design of instructional tactics. Test and evaluation design. Analysis and production of computer instructional package. Instructional framework and multimedia design via networking with the emphasis of the following features: assignment, self-study, analysis, design and report, use of technology to enhance learning.
FEM630	INNOVATION AND DIGITAL TECHNOLOGY IN EDUCATION	Principles. Concepts. Analysis of contemporary technology toward Innovation design. Use of digital technology for education and information technology for learning. Distance learning system design and communication via networking. Application of digital technology and information technology in constructing learning system.
FEN10101	ESSENTIAL SKILLS AND SAFETY IN ELECTRICAL AND ELECTRONICS WORKS	Basic knowledge of electricity and electronics, lighting systems, basic skills in electrical equipment, and electrical and electronic safety.
FEN10102	ESSENTIAL SKILLS AND SAFETY IN WELDING, PLUMBING SYSTEM, AND CONCRETE WORKS	Basic operations and safety in welding, plumbing system, and concrete works. Policies and regulations for engineering safety in laboratories.
FEN10103	ESSENTIAL SKILLS AND SAFETY IN USES OF HAND TOOLS AND MACHINE TOOLS	Basic use of mechanical tools and machine tools, selection of tools that appropriate to the requirements of works and the materials used, inspection of tools before use, safety and protective equipment for safety in using mechanical tools and machine tools.
FEN10104	ESSENTIAL SKILLS AND SAFETY FOR USES OF DIGITAL FABRICATION TOOLS	Basic design and operational skills for digital fabrication tools, such as 3D printers and laser cutters.
FEN10105	ESSENTIAL SKILLS AND SAFETY IN USE OF COMPUTER AND ARTIFICIAL INTELLIGENCE	Fundamentals of computer use, including basic tasks with software programs and an introduction to working with Artificial Intelligence (AI) technology. This includes using computers for basic operations, utilizing various software programs, and starting to apply AI technology for problem-solving and enhancing work efficiency. Additionally, there is an emphasis on awareness of verifying sources and facts before using information for decision-making.
FIB101	INTRODUCTION TO PROGRAMMING	Coding is an essential skill for all learners. The students will develop the systematic thinking skills to solve the problems with computer. An introduction of coding will teach the programming techniques through activities. The students will learn how to use the microcontroller to receive the data from various types of sensors and send the processed data to various types of actuators, including Augmented Reality (AR).
FIB102	INTRODUCTION TO EMBEDDED SYSTEM	Embedded systems integrate microcontroller applications with the application of electronic circuits for signal monitoring and processing such as sensors, encoders, velocity and acceleration sensors including inertial measurement units. The system can also be self-driven such as motors, lamps or sounds via digital and analog signal connection. Various basic information transmission methods of embedded systems include I2C and SPI data transmission. Module selection will be varied accordingly to the purpose of embedded systems.
FIB103	INTERNET OF THINGS	Internet of Things is changing the world. IoT, in fact, allows people to innovate new designs and modern living products. In this class, students shall learn the importance of IoT in society, the current features and components of typical IoT devices and trends for the future. IoT design considerations, constraints and interfacing between the physical world and studentsdesigns and devices will be covered. Students shall also learn how to make IoT trade-offs between technology, design and business. Class materials cover key components of networking to ensure that students understand how to connect their device to the Internet.
FIB104	PRODUCT PROTOTYPING	Product Prototyping is a process that transforms an idea to an actual product. The students will learn the principles of product prototyping including three modules: (1) design thinking and product planning (2) from concept to manufacturing and (3) Intellectual Property. The students will investigate and develop a product prototype theoretically and practically together with specialists in order to deliver the product prototype at the end of the course.
FIB105	INTRODUCTION TO DATA ANALYTICS	In this course, attention will be given to aspects of basic data analytics and basic artificial intelligence (AI); how data analytics apply to data in various fields and how can AI be used to analyze and predict data. Moreover, the course will provide raw data examples to practice students in preparing data and analyzing data. Finally, the course assignments are designed to support understanding of problems of raw data and the difficulty of processing raw data before building the machine learning.
FMI120	FILM AND MOVING IMAGE PRINCIPLE	To study the basic principles of film and moving images, including their histories, evolutions, technologies, movement contexts, and its contemporaries. Film and moving images are defined as art media and tools for artists to use as communication and creation of artworks. Also, to understand the roles of the film, basic thinking skills, creative production process overview, composition techniques for film, roles, responsibility, and professional philosophy that is driven by digital technology and the needs of specific audience group as the impact occurring currently.
FMI221	CINEMATOGRAPHY	To create and practice cinematography and its story through storyline capture, including study the photography context which is a basic relationship with film edition, film history, lighting setup, camera equipment, and others. Also, to study about camera techniques, lighting in filmmaking together with technical practices such as camera, lens, patterns, and lighting equipment, including other methods related to composition and selection of designs and materials for storytelling.
FMI222	STORYTELLING	To study how to tell a story and its processes by learning from idea creation, story situation, purposes, and the plot elements, including detail expansion to define story structure and design a proper presentation method to different media channels which are appropriated to the different target audiences. Also, to evaluate before production which must be consistent with the script writing processes of before pre-production. These potential knowledges are important in using as communication, conveying, direction plan or as an intermediary to support the artists, the production team, and the audiences to have right communication and understanding according to the purpose of the storytelling and to become a great storyteller.
FMI223	EDITING AND COLOR GRADING	To practice the usage of editing software, organizing audio-visual data, understand data and documents from filming, organizing working files appropriately. Also, to learn how to edit data records (Footage) to make the image colors match the human sight naturally and being able to set up color gradients properly to create aesthetics as designed that will help convey mood and tone of the image. Also, ability to make more stylish works by focusing on color gradients for adjusting contrast, color balance, white balance, black levels, saturation, and luminosity.
FMI224	DIRECTING	To study the development of script before and after the production and how to tell a story by using media such as camera as a tool. Learn to prepare and analyze the script, including the casting processes, rehearsing with the actors, understanding the roles and responsibilities of the director in the story and the characters.
FMI225	FILM ANALYSIS AND CRITICISM	To study the knowledge and criticism theory of film using as analyzing tool for having understanding, interpreting and paraphrasing with principles and rationality. The course focuses on learning through important developmental concepts of filming which have different contexts with different issues of content. Also, the ability of discovering a concept, style, and technique that can be used as a reference and to explain various dimensions which appear through the film and moving images. These are correspondence to the beauty value of art in the perspective of contemporary aesthetics through the current situation. Film is an art that reflects human living, society, and culture in which criticism is to be based on integrity, wisely, respecting each other, and being able to have a right understanding of the issues.
FMI321	DOCUMENTARY FILM	To study the types of film in documentary films and also the meaning and importance of this media. The ideas and production processes can make a great understanding and be able to select tools or combination techniques on different media or different communication channels appropriately with the contexts, contents, and target audiences to meet with their usage. In addition, to create aesthetic values in terms of artistic which can attract and affect the audience interaction, including creating an audience interest out of the reproduction film by creating something new by producing the film with particularity.
FMI321	FILM PRE-PRODUCTION	To study design process for moving image and cinematography, or pre-production conceptual design process including concepts, inspirations, topics, origins and project development with emphasis on issues in motion picture creation. To apply knowledge and skills acquired in character and character background design, costume design, scene design, location identification and interpretation of moving images to visually convey scripts via the storyboard method and identification of camera angles. To be able to communicate mood and emotion to support the storyline and to efficiently plan the production process.
FMI322	MOVING IMAGE STUDIO	To study design process of moving image production including various types of shooting and researching techniques, and data collection and analysis to be applied in production, art direction, set accessories, scene design and study of planning and problem-solving in pre- and post-production processes in the editing room. To examine sequences of moving images to create perfect stories which stimulate moods and emotions, and to incorporate sound and music with moving images using commercial software.
FMI322	ALTERNATIVE FILM	To study the types of alternative film such as art films, video arts, experimental films and advertising films to the meaning and their importance. These have the concepts and production processes that can help to understand and apply an appropriate tools or combination techniques on a variety of medias or different distribution channels in the context, content issues, target audience to meet product usage properly and create aesthetic values in terms of artistic. In addition, to attract and affect the audience interaction, including creating an audience interest out of the reproduction film by creating something new by producing the film with particularity.
FMI323	CINEMATIC SOUND DESIGN	This course focuses on studying the importance of sound, the elements of movie sounds, recording for both in and off-site, fixing sound problems during filming, sound elements designing in films, voice over, ambiance, foley, background music, and automated dialogue replacement.
FMI324	EXPERIMENTAL MEDIA CONSTRUCTION	The course will focus on experimenting and designing from studying and analyzing the pattern of creative media, exploring the alternative idea that is not only movie, a narrative or storytelling, alternative storytelling, or designing a creative style of working to differentiate from the traditional way. Additionally, to explore the movements in blockbuster films of the twentieth century and their theories, as well as film creators around the world which not only in the bestselling commercial films in US and European markets.
FMI350	EXPERIMENTAL FILM PROJECT	To learn and experiment with students’ own work as a short-term project to develop their individuality interest. To integrate and experiment with diverse techniques to create variety and to discover unique creative strategies.
FMI472	SPECIAL EFFECT IN FILM PRODUCTION	To design and produce special effects in film production for artistic and design purposes including modelling and scientific methods to achieve perfection in photography, art design and techniques, scene design, and props and equipment design to create various atmospheres and scenarios in films.
FRA111	BASIC DRAWING SKILL	Engineering Computer Drawing and Interpretation, Design and Development Techniques.
FRA112	BASIC ELECTRONIC SKILL	Basic Knowledge and Skills in Electronics used in Robotics and Automation. Electronic Circuits i.e., Voltage, Current, Resistance, Power, Current Divider, Voltage Divider, Soldering and Basic Electronic
FRA113	TOOLS AND SAFETY IN WORKSHOP	Basic Knowledge and Skills in Mechanics used in Robotics and Automation, Applied Knowledge for Mechanics, Skills for Tools, Machine Shop and Measurement, Safety Procedure for Tools and Machines.
FRA114	GENERAL PHYSICS FOR ROBOTICS AND AUTOMATION ENGINEERING	Basic Physics Knowledge for Robotics and Automation Students. Topics include Vectors, Systems of particles, Momentum, and Rotation. This course aims to raise the basic understandings of the fundamental mechanic physics and develop ability to apply knowledge in work related to robotics and automation.
FRA121	ELECTRONIC CIRCUITS FOR ROBOTICS AND AUTOMATION ENGINEERING	Basic Knowledge of Semiconductor Devices, Applications of Semiconductor Devices in Robotics and Automation such as Diodes, Transistors, Op-amps, Capacitors and Inductors. Basic Skills in using Electronic Measuring Instruments such as Oscilloscope and Function Generator.
FRA130	STATICS AND STRENGTH OF MATERIAL FOR ROBOTICS AND AUTOMATION ENGINEERING	Principle of Engineering Statics, Force Analysis, Force Equilibrium, Analysis of Simple Structure, General Criteria for Design of Robot and Machine Elements, Strength of Materials, Stress and Strain Analysis, Design of Shaft
FRA131	BASIC MECHANICS FOR ROBOTICS AND AUTOMATION ENGINEERING	Principle of Engineering Statics, Force Analysis, Force Equilibrium, Analysis of Simple Structure, General Criteria for Design of Robot and Machine Elements, Strength of Materials, Stress and Strain Analysis, Design of Shaft, Four-bar Linkage, Power Screw.
FRA131	BASIC KINEMATICS ANALYSIS FOR AUTOMATION AND ROBOT ENGINEER	Study the principle of Kinematics and modeling of mechanism in Automation and Robotic Engineering, for example, gears, grippers and robot manipulators (open-chain multibody systems) with focus on forward kinematic model. At first, the chapter describes basic important definitions in the area of manipulators kinematics. Subsequently, the rigid body motion is presented and basic mathematical apparatus is introduced. Based on rigid body conventions, the forward kinematic model is established including one of the most used approaches in robot kinematics, namely the Denavit-Hartenberg convention. The last section of the chapter analyzes inverse kinematic modeling including analytical, geometrical, and numerical solutions
FRA141	COMPUTER PROGRAMMING FOR ROBOTICS AND AUTOMATION ENGINEERING I	Flowchart, Structure of Programming, Data Types and Variables, Arithmetic/Logic Operations, Decision Making, Control Structures, Input/Output, String, Basic Data Structure, and Examples related to Robotics and Automation Engineering.
FRA142	COMPUTER PROGRAMMING FOR ROBOTICS AND AUTOMATION ENGINEERING II	Object-oriented programming, Class, Functions, Inheritance, Polymorphism, Software Development, Software Lifecycle, Process Model, Software Requirements and Specifications, Prototyping, Software Design, Application in Robotics and Automation Engineering.
FRA143	SOFTWARE DEVELOPMENT FOR ROBOTICS AND AUTOMATION ENGINEERING	Software Development, Software Lifecycle, Process Model, Software Requirements and Specifications, Prototyping, Software Design, Application in Robotics and Automation Engineering.
FRA161	ROBOTICS EXPLORATION	Introduction to the Robotics and Automation Engineering curriculum, Introduction to State of the Art of Robotic Technologies, Basic Robot Component, Learning by Project-based Learning, Robot Applications, Teamwork and Academic Presentation, Development on Design Thinking Process.
FRA162	ROBOTICS STUDIO 1: SCIENTIFIC PROCESS	Learn to solve robotics engineering problems scientifically through a group project. Scientific processes are introduced along with the design and development project. Students learn to search and review previous engineering works. Learn to formulate problem in a form of hypothesis, then design an experiment and analyzing data. Finally, student practice in writing a basic engineering report.
FRA163	ROBOTICS STUDIO 1: SCIENCE IN MOTION PROJECT	Gaining experience in design and development a robot or a machine through a project, which integrates Basic Knowledge in Mechanical Engineering, Electrical Engineering, Mathematics and Computer programming.
FRA221	DIGITAL ELECTRONICS	Basic Digital Circuit Designs on both Combination and Sequential Logics, Number Systems, Logic Gates, Boolean Algebra, Flip-Flops, Counter, Shift register, Finite State Machine, Deterministic Finite Automata, Regular Expression, Introduction to Microcontroller Programming.
FRA221	BASIC DIGITAL ELECTRONICS	Basic Digital Circuit Designs on both Combination and Sequential Logics, Number Systems, Logic Gates, Boolean Algebra, Flip-Flops, Counter, Shift register, System Design via Finite State Machine.
FRA222	MICROCONTROLLER INTERFACE	Introduction to Microcontrollers, Methods for Interfacing Microcontrollers with Sensors and Actuators such as Potentiometer, Strain Gauge, Encoder, Inertial Measurement Unit, and DC Motor, Digital And Analog Interfaces, Serial Communication, I2C and SPI, Timer and External Interrupt, System Design via Finite State Machine
FRA222	BASIC MICROCONTROLLER INTERFACES	Introduction to Microcontrollers, Microcontroller Interface Using General Purpose Input/Output, Analog to Digital Converter, Digital to Analog Converter, and External Interrupt. C Programming for Microcontroller.
FRA231	ROBOTICS MODELLING AND EXPERIMENTATION	Applications of Ordinary Differential Equations for 2-Dimensional Motion of Mechanical System, Newtons and Eulers Equation of Motion, Power Transmission and Torque/Velocity Relationship, Modelling and Analysis Analog Electrical Systems, Dynamics of Brushed DC Motor, Experiments for System Validation and Parameter Estimation, Numerical Simulations of Dynamic System using MATLAB/Simulink
FRA232	ROBOT STRUCTURE DESIGN	Design of Gears, Brake, Clutch, Belt, Chain, Couplings, Bearings, Fasteners, Manipulator Specification, Design Procedure, Theory of Failure used in Design of Machine Elements, Mechanism of Transmissions and Joints, Mechanism, Basic Configuration and Motion Gripper, Computer Aided Design
FRA232	ROBOT STRUCTURE DESIGN	Theory and design process of machine elements, such as gears, shaft, belt, chain, couplings, bearings, power screw, and fasteners. Design of basic mechanism of transmissions. Basic Computer Aided Technologies for design and Finite Element Method
FRA233	CONTROL ENGINEERING FOR ROBOTICS	Transfer Functions, Transient and Steady-state Response, Stability Analysis, Analysis of Frequency Response, Second-order Approximation, PID Control, State-space Representation, linearization, Pole-placement, Linear-Quadratic-Regulator, and State Observer.
FRA261	ROBOTICS STUDIO II : TECHNOLOGY INNOVATION	Exploration of Creative Spaces, Applying Design Thinking Process and Robotics Knowledge to build Innovations. Topics includes Empathizing Users, Defining Design Problem, Ideating and Planning Project in Team, Testing Basic Idea, Developing and Verifying the Designed Prototypes.
FRA261	ROBOTICS STUDIO II: TECHNOLOGY EVALUATION AND VALIDATION FOR INNOVATION	Derivation of Technical Requirements based on the Requirements from Users and Stakeholders. Review, Comparison, and Analysis of Related Technology. Core Technology Identification, and Relevancy. Core Technology Feasibility. Technology Evaluation and Validation for Innovation.
FRA262	ROBOTICS STUDIO III : INDUSTRIAL AUTOMATION	Application of Microcontroller, Basic Sensors and Actuators, and Robot Structure Design to solve Industrial and Automation Problems.
FRA262	ROBOTICS STUDIO II: INNOVATION AND ENTREPRENEURIAL MINDSET	Exploration of Creative Innovation Spaces, Applying Design Thinking Process and Robotics Knowledge to build Innovations. Topics include Empathizing Users, Finding Insights, Defining Design Problem, Market Research, Ideating Solutions, Testing Basic Idea with Users, Testing User Experience and Usability, Focusing on Iterative Process and Continuous Improvement, and Planning Project in Team.
FRA271	ROBOTICS MODELLING AND EXPERIMENTATION	Modelling and Analysis Analog Electrical Systems, Dynamics of Brushed DC Motor, Experiments for System Validation and Parameter Estimation, Numerical Simulations of Dynamic System using MATLAB/Simulink.
FRA300	INDUSTRIAL TRAINING	For students in the regular program: Students are required to undergo industrial training in industries related to robotics and automation for a minimum period of six weeks during universitys summer break. For students in the Work-integrated Learning program: Students are required to undergo a probation period at their Work-integrated Learning sites during summer break.
FRA301	CAREER AND PROFESSIONAL DEVELOPMENT	Develop students to be Career-ready. Navigate the Internship Opportunities, Oversea Research Collaboration Opportunities, Current Employment Market. Acquire Relevant Career Skills such as Career Planning, Resume Writing, Presentation and Communication Skills in Workplace, etc. Necessary Skills to do Senior Thesis including Research Methodology, Academic Research Writing, and Academic Presentation.
FRA321	BASIC IMAGE PROCESSING AND ARTIFICIAL INTELLIGENCE	Basic Image Processing: Introduction to Image Processing, Coordinate Transformation, Camera Calibration, Intensity Transformation, Image Filtering, Morphological Operation, Edge and Color Detection Basic AI: Introduction to Artificial Intelligence, State Space, Problem Formulation, Uninformed Search, Heuristic Search, Advanced Searching Algorithm, Introduction to Machine Learning
FRA333	KINEMATICS OF ROBOTICS SYSTEM	Coordinate Frame System, Orientation, Transformation Matrix, Configuration Space and Workspace, Denavit-Hartenberg Parameters, Forward Kinematics, Inverse Kinematics, Manipulator Jacobian Matrix, Trajectory Generation, Motion Planning.
FRA361	ROBOTICS STUDIO IV : OPEN TOPICS	Application of Basic Image Processing, Artificial Intelligence, Design and Manipulation of Robot, and Advanced Specific Knowledge from Different Elective Courses to solve Robotics Problems.
FRA362	ROBOTICS STUDIO V : CHANGE THE WORLD PROJECT	Multidisciplinary Project that creates Positive Impacts to Society and/or to the World.
FRA400	ENGINEERING SAFETY AND ETHICS	Principles of Safety in Engineering, Occupational Health and Safety Management System Standard, Risk Assessment, Hazard Analysis, Design and Management for Safety, Ethics for Robotics and Automation Engineering.
FRA401	TECHNOPRENEURSHIP FOUNDATION	Basic Knowledge related to Types of Technological Business, Technology Life Cycle, Business Organization, Environmental Factors Affecting Business Operations, Laws and Tax, Human Resource Management, Marketing, Investment and Social Responsibility.
FRA403	MANAGING TECHNOLOGY, INNOVATION AND ENTREPRENEURSHIP	Business Opportunities, Creative Morphology, Commercial Feasibility of Technology, Modern Technology for Commercial Competitiveness, Management of Research and Development and Commercial Use of Intellectual Property.
FRA421	EMBEDDED SYSTEM	Basic Microcontroller Architecture, Memory Types and Memory Organization, Workflow and Register Setting of External Interrupt, Internal Interrupt, Output Compare, Input Capture, Analog to Digital Converter, Communication Modules, etc.
FRA431	COMPUTER – AIDED TECHNOLOGIES	Architecture of CAD/CAM/CAE Systems, CAD/CAM/CAE Data Exchange, Geometrical and Mass Property Calculations, Finite Element Model and Analysis, Mesh Generation. Concepts of Computer Numerical Control (CNC) Systems, CNC Machines, CNC Programming, Current Trend in CNC Systems.
FRA441	ALGORITHM FOR ROBOTICS AND AUTOMATION ENGINEERING	Algorithm Design and Analysis, Problem Solving Strategies, Proof Techniques, Asymptotic Complexity Analysis, Upper and Lower Bounds, Divide and Conquer Algorithm, Dynamic Programming, Greedy Algorithm, Sorting and Searching, Graph Algorithms, Geometric Algorithms, and Algorithms in Robotics.
FRA442	GAME DEVELOPMENT AND SIMULATION	Basic Techniques, Concepts of Game and Simulation Development using Current Game Creation Software, Sensor and Actuator Interface, Virtual Environment Creation, Virtual Reality and Augmented Reality, Game and Simulation related to Robotics.
FRA461	ROBOTICS AND AUTOMATION ENGINEERING PROJECT I	Individual or Group Study of a Project in Robotics and Automation Engineering under Supervision of a Project Advisor.
FRA462	ROBOTICS AND AUTOMATION ENGINEERING PROJECT II
FRA500	SPECIAL TOPIC I : INDUSTRIAL AUTOMATION WITH PLC	In Industrial automation Programmable Logic Controller (PLCs) are used as primary logic controller for robotics and automation system. In this class we will study from the basic of PLCs to its applied to various types of automation systems.
FRA500	SPECIAL TOPIC I : LOGISTICS AND SUPPLY CHAIN IN ROBOTICS AND AUTOMATION	This subject aims to provide students with fundamental understanding of principles, concepts and application of Logistics and Supply Chain in Robotics and Automation. The topics include procurement, inventory management, production, transportation, material handling., warehouse and distribution.
FRA500	SPECIAL TOPIC : INTRODUCTION TO AUTONOMOUS DRIVING SYSTEM	This course exposes students to the technologies involved in developing an autonomous driving system. The lectures will include the history of autonomous driving systems, 5 levels of autonomous driving, and the basic knowledges of hardware and software used in the autonomous driving systems such as different types of sensors, mapping and localization algorithms, object detection and tracking algorithms, and planning algorithms. In addition, the students will get a chance to work on a final project which dives deeper into their topic of interest.
FRA500	SPECIAL TOPIC I : HUMAN-ROBOTICS INTERFACE	Introduction to Human-Robot Interface, Human Factors, Virtual Reality, Input Interface Technology, Output Interface Technology, Foundations of Computer and Robotics Interface Programming, Foundations of Computer Graphics and Algorithm, Physical-based Simulation.
FRA500	SPECIAL TOPIC I : BCI WITH DEEP LEARNING AND ROBOTICS	This course introduces the concepts of using BCI with Deep Learning and Robotics. Topics include basic brain function, brain signal, brain interface and tools, brain signal with deep learning, deep learning in vision, variations of convolutional neural network, and application of BCI in robotics.
FRA500	SPECAIL TOPIC I : MACROECONOMICS FOR ENGINEERS	To allow students to investigate and understand macroeconomic topics such as unemployment, inflation, gross domestic product (GDP), and trade and technology. Focus on the efficiency of the economy – the change in economic output. interest and foreign exchange rates and balance of payments
FRA500	SPECIAL TOPIC I : DEVELOPMENT OF SENSOR AND ACTUATOR	This course focuses on the study and development of various types of sensors or actuators to provide students with a detailed understanding of the principles of sensor and actuator operation. It covers the fundamentals and the integration of technologies leading to advanced sensors and actuators in the present. Students will learn the principles, design, manufacturing, and performance testing of devices. The course emphasizes hands-on experience in creating, testing, and reporting on the performance of the designed devices.
FRA500	SPECIAL TOPIC I : MANAGING TECHNOLOGY, INNOVATION AND ENTREPRENEURSHIP	This course focuses on the fundamentals of innovation and management in technology-driven industries. Key topics include systems of innovation, entrepreneurship, process improvements, intellectual property, strategic collaborations, research and development (R&D), open innovation, and technology transfer. Students will learn market segmentation, strategies for adoption and diffusion, primary market research, and end-user profiling for initial target markets. Additionally, the course covers TAM, SAM, SOM analysis, and business model development to equip students with the skills to align technological innovations with market opportunities and drive business success.
FRA501	SPECIAL TOPIC II : SYSTEM INTEGRATION IN INDUSTRIAL APPLICATIONS	Robits and automations system for industrial applications and developrd by integration of mechanical system, electrical and electronics system, amd computer software. The integrated system may consist of Programmable Logic Controller (PLCs), industrial robots, Machine Vision (MV), sensors and actuators, and Information Technology (IT)
FRA501	SPECIAL TOPIC II : ROBOT GRIPPERS	In order to handling objects, a robot arm needs to have grippersattached at the end-effector. Grippers are sub-systems that are designed for manipulating objects. In this course, the learners will learn about types of grippers – especially mechanical grippers and vacuum grippers, how to design and select industrial grippers.
FRA501	SPECIAL TOPIC II : ROBOTICS DEVOPS	This course applies the principles of DevOps to the development of robotic systems. It includes several components such as Robotics Development, Maintenance and Improvements, Testing, and Deployment, among others. These concepts will assist students in rapidly and efficiently developing their projects. A primary focus is on Robotics Development, using ROS2 as the framework for creating and applying robot and automation systems. Students will start with the basics of using Ubuntu’s Command Line, then learn about various concepts used in ROS2, including Pub/Sub, Topic, Service, Action, Node, Message Type, etc.
FRA501	SPECIAL TOPIC II : INTRODUCTION TO NATURAL LANGUAGE PROCESSING WITH DEEP LEARNING	The course will provide an overview of natural language processing (NLP) using deep learning techniques. The contents will be started on the standard NLP tasks, such as tokenization, feature representation, part of speech tagging and parsing. Moreover, the advanced techniques of NLP are introduced, such as the attention mechanism, transformer, and BERT. Finally, the course will go into the application domains of NLP, such as recommender systems, classification, sentiment analysis, and question answering.
FRA501	SPECIAL TOPIC II: DC MOTOR DRIVER DESIGN AND CONTROL	This course aims to provide a fundamental understanding of developing Direct Current motor driver systems. It covers both brushed DC motors and brushless DC motors. Students will learn electrical circuit design for driving and controlling various types of motors, as well as applying electrical theories to analyze and comprehend the operational principles of both circuits, motors and programming to enhance efficiency, precision, and flexibility in controlling motor operations as desired.
FRA501	SPECIAL TOPIC II: PHYSICAL AI	This course will explore the intersection of artificial intelligence and robotics. Students will learn to implement intelligent behaviors on robotic hardware, moving beyond simulation to real-world application. Topics included hardware design, robotic perception, sensor fusion, motion planning, and reinforcement learning for dynamic environments.
FRA502	SPECIAL TOPIC III : MICROECONOMICS FOR ENGINEERS	This course exposes students to economic theory through the use of mathematical models with an emphasis on economic decision making. Microeconomics topics will include analysis of supply and demand markets, scarcity, labor and financial markets, elasticity, consumers, monopolies, personal income, and taxes. The course will include sections on engineering economics analysis covered in the Professional Engineering Quiz and homework assignments. For example, the application of various economic analysis methods to evaluate the feasibility of projects and alternatives. The concept of alternative decision making. Capital budgeting decisions and project risks and uncertainties
FRA502	SPECIAL TOPIC III : DESIGNING YOUR LIFE	This course aims to prepare to and equip students with research with research skills they need for their senior year, ie.Skills to do literature survey, to read and summarize academic papers, to analyze experimental results, and to write a good academic report, more importantly, this course will introduce design thinking concept as a tool for students to design their future life and career direction after graduation. Instructors and students will work together as a “Life Design Team”. Starting with empathizing and understanding oneself, building life compass by exploring the importance of workview and lifeview(Empathy), Identity dysfunctional beliefs, reframing problem, getting unstuck in life planing(Define), Exploring and detecting patterns or specific activities that provide the most enjoyment and energy,
FRA502	SPECIAL TOPIC III : WEB PROGRAMMING	In this course, you will develop a web application that connects to a database using MVC (Model-View-Controller) architecture. You will understand how to create, read, update and delete (CRUD) data records in the database. You will be able to create a REST API for interaction between Front-end and Back-end web architecture.
FRA502	SPECIAL TOPIC III : AUTOMATIONS IN ENERGY INDUSTRIES	This class focuses on knowledge about the energy industry especially renewable energy and solar energy in various forms. It emphasizes the application and implementation of digital technology to collect environmental data (such as temperature, light transmission) and combined with data extraction from electricity generation, that is commonly used today. This class includes explanation of integrated robotics and automation that can clean panels of different panel lengths, and the use of accessories for cross-panel transport, water filtration and hose hauling, as well as the design of data center systems or processing terminals that are easily accessible and applicable to all power plants, both household and industrial.
FRA502	SPECIAL TOPIC III: ADVANCED ROBOTIC CONTROL AND SIMULATION WITH ROS2 (ARCS2)	This course covers the material of Introduction to Robot Operating System 2, applying the knowledge you gained in FRA231 and FRA233 to ROS 2. In the first part of the class, you will study the fundamentals of ROS 2; thereafter, you will move on to Advanced Control System topics such as LQR, Quadratic Programming, and others.
FRA503	SPECIAL TOPIC IV : INTRODUCTION TO MACHINE LEARNING	Introduction to Machine Learning with Python, Machine Learning Process, Type of Problems in Machine Learning, Data Preprocessing, Feature Engineering, Supervised Learning (Linear Regression, Logistic Regression, Decision Tree, K-nearest neighbor, Artificial Neural Network), Model Tuning, Unsupervised Learning
FRA503	SPECIAL TOPIC IV : TECHNOPEUNEURSHIP IN IOT INDUSTRY	This course serves as an introduction to entrepreneurship in technology-based enterprises, start-up, emphasized on Internet of Things (IoT) . The course introduces process of formulating a new Technological Enterprise. Explore the processes for new product and service development. Enable teams to step through Problem/Solution Fit for a hypothetical startup idea that solution can be quickly validated through minimum viable prototype (MVP) via mock-up tools that will be taught in the program. The IoT technology such as components, hardware devices, protocol, platform etc. will be introduced. Goal is to build a progressive learning and understanding of the startup process. Later in the course, teams will do actual problem/solution journey using real startup ideas.
FRA503	SPECIAL TOPIC IV : INDEPENDENT STUDY PROJECT	Indepentdent Study to complete Project related to Robotics and Automation under Supervision of Advisors and Technical Committee including Experts from Industries, Government Sector, or Private Sector, in order to Enhance Knowledge and Develop Practical Skills.
FRA503	SPECIAL TOPIC IV : PLANET-CENTRIC ROBOTICS & INNOVATION	This course adopts a Project-based Learning approach that focuses on developing capabilities and fostering creativity in students by applying knowledge in the field of robotics. The aim is to innovate solutions to various problems that humans have created, negatively impacting the global environment. These issues include climate change, biodiversity loss, waste management problems, and other challenges related to environmental sustainability. Through this course, students will engage in hands-on projects to address these issues and contribute to the development of innovative solutions using robotics knowledge.
FRA503	SPECIAL TOPIC IV : DEEP REINFORCEMENT LEARNING FOR ROBOTICS	Basic Reinforcement Learning Concepts, Exploration vs Exploitation, Bellman Equation, Value-based Learning, Policy-based Learning, Function Approximation, and Deep Reinforcement Learning.
FRA532	MOBILE ROBOTICS	Basic Knowledge related to Mobile Robots, Basic Mobile Platforms, Kinematic and Dynamic Analysis of Mobile Robots, Actuators and Drive System for Mobile Robots, Environmental Perception using Various Kind of Sensors, and Designing Basic Components for Mobile Robot, Localization, Mapping, Motion Planner, Robot Operating System (ROS), and Simulation for Mobile Robots.
FRA625	HUMAN-ROBOTICS INTERFACE	Introduction to Human-Robot Interface, Human Factors, Virtual Reality, Input Interface Technology, Output Interface Technology, Foundations of Computer and Robotics Interface Programming, Foundations of Computer Graphics and Algorithm, Physical-based Simulation.
FRA626	MACHINE VISION FOR SMART FACTORY	Machine Vision in Manufacturing, Neural Network and the Internet of Things, Software related to Machine Vision in the Factory, Combining with Neural Networks for Workpiece Inspection, Reporting Results via the Internet of Things.
FRA630	ABOUT ROBOTICS	Introduction to Robotics, Basic Actuators and Sensors, Basic Control and Controller Design, Basic Robot Design, Basic Robot Intelligence.
FRA631	FOUNDATION OF ROBOTICS	Basics of Robot Modeling and Control, Mathematical Modeling of Articulated Robotic Arms, Forward and Inverse Kinematics Model, Jacobian Matrix, Newton-Euler and Lagrangian Dynamic Model, Trajectory Planning, Kinematics Redundancy, Position and Force Control of Robot Manipulators, Application related to Robot Vision, Robot Programming, Robot Intelligence and Task Planning.
FRA640	FUNDAMENTAL MATHEMATICS FOR ROBOTICS	Review of Elementary Matrix Theory, Finite Dimensional Spaces, Diagonalization, Jordan Form, Ordinary Differential Equations (ODE), Applications of Fourier and Laplace Transforms, Introduction to Calculus of Variation, Introduction to Complex Variable Functions, Numerical Methods.
FRA641	COMPUTER PROGRAMMING FOR ROBOTICS	Flowchart, Structure of Programming, Data Types and Variables, Arithmetic/Logic Operations, Decision Making, Control Structures, Input/Output, Data File System, Object-Oriented Programming, Programming with I/O Device.
FRA660	ENGINEERING CONTEXT	Introduction to Research and Communication, Research Problems Identification, Literature Review, Citation, Research Proposal Writing, Research Procedure, Abstract Writing, Statistical Data Analysis, Data Interpretation, Research Presentation, Technical Writing for Publication, Thesis Writing, Research Ethics, Field Trips Related to Robotics and Automation, Principles of Project Management, Project Planning, Goals Formation, Project Cycle, Dealing with Difficulty in Projects, Teamwork.
FST201	INTRODUCTION TO FOOD SCIENCE AND TECHNOLOGY	Concepts of food science and technology. Chemical compositions of foods. Nutritional quality of foods. Food processing and preservation. Food packaging. Food microbiology and sanitation.
FST202	FOOD LAWS AND REGULATIONS	A general review of the laws and regulation for the safety of consumers. History and policies that govern food regulation including regulatory compliance, administrative procedure to establish a factory, importing, and producing food. Food additive, food labeling and advertising approval. International food products and related agencies both domestic and international.
FST211	BIOCHEMISTRY AND FOOD CHEMISTRY I	Food chemical constituents, chemical structure and biological functions of water, carbohydrates, lipids, proteins, vitamins, mineral, and enzymes. Chemical changes and relation of food components during processing and storage. Types and properties of natural and synthesized additives. Their significances in commercial food processing. Formation, limitation and safety aspect.
FST212	BIOCHEMISTRY AND FOOD CHEMISTRY II	Enzyme, mechanism of enzymes, factors affecting the activity of proteins and enzymes. Enzyme and protein purification. Metabolism of carbohydrate, lipid, protein and nucleic acid. Genetic engineering. DNA replication. Gene expression. RNA synthesis by transcription process. Protein synthesis by translation process. Posttranscriptional RNA modification. Posttranslational modification of proteins.
FST213	NUTRITIONAL ASPECTS OF FOOD	Nutritional values of carbohydrates, lipids, proteins, minerals and vitamins to different ages. Recommended daily allowance and control measures. Malnutritional diseases. Food deficiency and obesity, diabetes, cholesterol. Preventions of malnutritional diseases.
FST291	BIOCHEMISTRY AND FOOD CHEMISTRY LABORATORY I	Sampling techniques, both theoretical and practical sample preparation. Qualitative and quantitative analysis of food constituents, including moisture content, water activity, crude protein, ash, crude fat, crude fiber, total carbohydrates. Determination of chemical changes in food by various methods. Principle and application of basic instruments for measurement and analysis of biomolecules such as spectrophotometer, pH meter and centrifuge.
FST292	BIOCHEMISTRY AND FOOD CHEMISTRY LABORATORY II	Determination of enzyme activity. Factors affecting the activity of enzymes. Principle and application of biochemical instruments including Gas Chromatograph, High Performance Liquid Chromatograph, CN Analyzer, and Fourier transform near-infrared spectroscopy (FT-NIR). Basic techniques in DNA technology including plasmid isolation, DNA analysis by agarose gel electrophoresis, quantitative analysis of DNA and transformation of DNA. Enzyme purification techniques including protein precipitation, protein purification by column chromatography, protein analysis using sodium dodecyl sulfate-polyacrylamide gel
FST331	FOOD ENGINEERING I	Unit in food engineering, unit analysis. Thermodynamics. Mass and energy balance. Heat transfer. Mass transfer. Fluid mechanics.
FST332	FOOD ENGINEERING II	Unit operations for food engineering including drying, evaporation, extraction, distillation, mechanical separation and size reduction.
FST333	SMART MANUFACTURING IN FOOD INDUSTRY	Artificial Intelligence (types and classification of learning levels) Fundamentals of machine learning (approaches and types); Data analytic (data conditioning, data mining and data processing); Application of machine learning in the food industry and case studies; Applying machine learning in food quality, food safety and food authenticity inspection including case studies; Food industrial viewpoint on smart manufacturing (understanding and awareness aspects); Systems and equipment used for communication between operators to machines and machines to machines
FST341	FOOD PROCESSING I	Properties of foods. Principles of food preservation and processing. Raw material preparation in the food industries. Handling and transportation of raw materials. Sorting and cleaning of raw materials. Size reduction. Separation and concentration of food components. Food additives in the food industries. Water and water steam used in the food industries. Thermal food processing using steam and hot water. Process establishment. Aseptic processing.
FST342	FOOD PROCESSING II	Food dehydration technology. Baking and roasting. Frying. Dielectric. Ohmic and infrared heating in foods. Food irradiation and utilization of microwave energy. Low temperature in food processing. Food concentration. Sugaring and salting. Fermentation and enzyme technology. Utilization of by-products generated from food processes. Food packaging. Clean technology. Plant layout.
FST381	FOOD PLANT SANITATION	Sanitation principles. Food safety scheme. Sigmificance of sanitation on quality and safety of food. Sanitation methods in food processing plant. Sanitation of raw materials, processing, handling and transportation. Water and waste water treatment. Pest and animal controls. Examples and case studies on sanitation in various food manufactures.
FST382	QUALITY CONTROL OF FOOD	Significance of quality control. Principles of quality control and assurance. Factors of quality. Measurements of food quality. Quality control systems. Statistical quality control; Sensory evaluation for food quality control.
FST38201	PRINCIPLE AND PRACTICE OF SENSORY EVALUATION	fundamental human perception, sensory evaluation methods, design sensory testing, analyse sensory data (including statistical tools) and draw appropriate conclusions
FST38202	PHYSICAL ASSESSMENT OF FOODS AND SHELF-LIFE EVALUATION OF FOOD	physical property of food (color, texture, size & shape and defect); principle of instrument, application and interpretation: 7 QC tools ; principle and procedure for assessment of food shelf-life
FST383	FOOD SAFETY AND QUALITY MANAGEMENT	Food safety programs in food manufacture. Principles of risk assessment and application in food safety programs. Good manufacturing practices. Safety policy. Strategic planning and implementation of food safety scheme. Hazard analysis of critical control point. Quality management system (ISO 9000), Food Literacy, Food Security, Food & Sustainability (ISO22000/FSSC 22000) and related international recognized regulations/standards.
FST391	FOOD PROCESSING AND FOOD ENGINEERING LABORATORY	Laboratory exercises, data collection and study on food processing and unit operation concurrent with FST 341 Food Processing I, FST 342 Food Processing 2, FST 331 Food Engineering 1 และ FST332 Food Engineering 2
FST392	FOOD MICROBIOLOGY AND FOOD PLANT SANITATION LABORATORY	Laboratory exercises and data collection on food plant sanitation. Some exercises are relevant to MIC 192 General Microbiology Laboratory and MIC394 Food Microbiology Laboratory
FST393	FOOD QUALITY CONTROL LABORATORY	Analysis and evaluation of food qualities by using physical, chemical and sensorial approaches. Application of statistics for assuring the qualities of food.
FST396	FOOD PLANT SANITATION LABORATORY	Sanitation principles. Food safety scheme. Applications of various sanitation methods in food processing plant. Sanitation of raw materials. Processing, handling and transportation. Water and waste water treatment. Pest and animal controls. Case studies on some major food productions.
FST399	INDUSTRIAL TRAINING	Practical training in industrial or governmental organization for at least 6 weeks during summer.
FST413	STARCH TECHNOLOGY	Flour production and compositions. Flour quality. Non-wheat flour. Flour formulation. Chemical treatment of starch. Starch and flour products such as pasta, puff, and foam cake.
FST459	FOOD PROCESSING WASTE UTILIZATION	Sources, volumes, characteristics and compositions of agro-industry and food processing wastes, basic principles of agro-industry and food processing waste utilization by biological, physical and chemical approaches including their applications and examples
FST463	FOOD PACKAGING	Principles of food packaging. Types and qualities of packaging materials. Selection of packaging materials and design for selected processing, handling, and transportation. Effects of packaging for food quality and safety. Packaging design; law and standard of food packaging, printing technology. Recent advances in food packaging technology. Environmental impact of packaging materials after used.
FST471	PRODUCT DEVELOPMENT	Product development concepts and its importance. Administration of product development. Creating and searching new products. Product development plan. Prototype development. Development of formula and process. Evaluation of new product and its improvement.
FST495	INDUSTRIAL COOPERATIVE LEARNING	Students have opportunities to practice in industrial sectors for 10-12 weeks. Practice working skills, and/or carry out a project to solve problems in industries. Students are required to write full reports and conduct presentation concerning their industrial cooperative learning experiences.
FST495	INDUSTRIAL COOPERATIVE LEARNING I	Students have the opportunity to do a minimum of 20 weeks of internship in the industry to learn how to work in food industry, practice collaborative skills, problem solving skills, planning and doing research projects. Experiment to solve problems or topics in the food industry. Students can write a full report and present their findings on their experiences of learning with industry.
FUN111	BASIC AND EXPERIMENTAL DRAWING	To learn the background of conventional drawing in terms of concepts, techniques, and how its story will be presented toward the process and methodology of understanding about contemporary drawing which will be focused on experiment and research. Thus, this course will greatly enhance drawing skills and creative thinking level of the learners.
FUN112	CREATIVE DRAWING	This course will provide deep understanding of drawing theory concepts and aesthetics in the senses of academic and creativity. The course is developed to emphasize on thinking development, experiment processes, concepts and creative techniques to individualize work identity.
FUN113	DESIGN PRINCIPLES	To learn the creative basic concepts of 2D drawing artworks by using art visual elements to create shapes, textures, weights, and colors in combination with picture composition. It is also to learn about the elements of art and design to create both draft and fine sketches using to illustrate ideas for prototype development.
FUN114	BASIC 3D GRAPHIC	To learn a procedure of designing 3D artworks by using basic principles of 2D design processes. The course is also developed to make a great understanding of creative principles for virtual reality 3D design in terms of volume, mass, space, and material selection including being able to express the creative ideas into virtual reality 3D artworks.
FUN115	PHOTOGRAPHY	To learn about the theory, meaning, importance, and principles of photography, including a composition of photography, medical photography, studio lighting set up, camera instruction, photography equipment for shooting, and photo editing software which are based on the ethic of photography integrity.
FUN116	ART HISTORY AND DESIGN	To study the history of art and design, the origin, its importance, different forms of art and the art advantages in each previous era until the new modern era.
FUN117	COLOR FOR DESIGN	To learn the basic concepts of coloring to create artworks including its theories and principles. It is also to learn the way of finding an inspiration, a color wheel, a color matching, and the use of contrasting color or complementary colors in the artworks.
FUN211	CONTEMPORARY PAINTING	Understanding the principles of painting in both traditional and contemporary styles, including art movement to apply with the creative artworks and art media designs.
FUN212	AESTHETIC	To study about aesthetics and its meaning, importance, concepts, principles, and theory which are based on the contemporary basis. This is a great influence on beauty trends, society interests which can affect the creation of artworks.
GDM120	FUNDAMENTALS OF GAME DESIGN AND DEVELOPMENT	Game design processes, game design creative, duties of management teams, production teams and design teams; game analysis on various platforms; types of games; styles of game playing, objectives, rules and overall quality of games; elements of game production: design concepts, storyline development, feature development interfaces, characters, sound and game levels.
GDM220	2D AND 3D GRAPHIC DESIGN FOR GAME	Basic 2D and 3D graphics systems for games, presenting ideas about elements of the camera view, lighting, motion, animation, and game effects and creating models such as characters, scenes, and scene elements.
GDM221	FUNDAMENTAL FOR GAME PROGRAMMING	Fundamentals of game programming; simple game programming; game functions: game loops, using and creating objects; managing and breaking functions into sub-functions for convenience; sprite, animation, physics, collition detection, identifying and managing game memory and defining objects in other forms of objects.
GDM222	DATA STRUCTURE AND ALGORITHMS FOR GAME DEVELOPMENT	Design and analysis of algorithms game; relationships between data representation and game efficiency; data structures for game; essential algorithm design techniques; analysis of time and space requirements for algorithms and characteristics of difficulties in solving problems.
GDM230	GAME DESIGN AND DEVELOPMENT WORKSHOP I	Integration of knowledge discussed during semester in various courses to generate innovations and make available for public as project ,research article, exhibition or application of software and hardware for game development.
GDM320	ADVANCED GAME DESIGN AND DEVELOPMENT	Concepts and skills in designing appropriate game levels for various types of games; integration of game levels to designed games; story writing for games : fictional characters, presentation and documentation, storytelling techniques, exploration of storyboard techniques; theories and concepts of character behavior and interaction with skills in game design; designing a variety of artificial agents with several techniques: traditional, modern and theoretical.
GDM321	GAME ANIMATION	Techniques to build animating 2D 3D models with graphic programming, rigging and detailed key frame animation.
GDM322	ONLINE GAME	Architechtural strategies and designs for online games; strategies to develop online games; development and testing processes of protocols to identify network latency (game lag), security and scalability; utilization of distributed object caching with protocols to implement registration, authentication, server discovery and game lobby systems.
GDM330	GAME DESIGN AND DEVELOPMENT WORKSHOP II	Game Design and Development Workshop II
GEN101	PHYSICAL EDUCATION	This course aims to study and practice sports for health, principles of exercise, care and prevention of athletic injuries, and nutrition and sports science, including basic skills in sports with rules and strategy from popular sports. Students can choose one of several sports provided, according to their own interest. This course will create good health, personality and sportsmanship in learners, as well as develop awareness of etiquette of playing, sport rules, fair play and being good spectators.
GEN111	MAN AND ETHICS OF LIVING	This course studies the concept of living and working based on KMUTTs Mission to develop its students to be the best academically, to have morality and work ethics, and to demonstrate the KMUTT vision and mission through the use of knowledge and integrative learning approaches. Students will be able to gain KMUTTs desirable vision of the University such as, social responsibility, KMUTT Citizenship, professional skills, and to apply knowledge toward life in KMUTT and beyond for the benefit of themselves and others.
GEN121	LEARNING AND PROBLEM SOLVING SKILLS	This course aims to equip students with the skills necessary for life-long learning. Students will learn how to generate positive thinking, manage knowledge and be familiar with learning processes through projects based on their interest. These include setting up learning targets; defining the problems; searching for information; distinguishing between data and fact; generating ideas, thinking creatively and laterally; modeling; evaluating; and presenting the project.
GEN201	ART AND SCIENCE OF COOKING AND EATING	This course aims to change students eating behavior, safely select ingredients and ready-made dishes, develop cooking skills with neatness, beauty and efficiency, know how to use, preserve and consume foods, and use food containers with suitability, neatness and environment-friendliness. Additionally, the students can employ their creativity to create new menus or Fusion Food from the combination of various cultures.
GEN211	THE PHILOSOPHY OF SUFFICIENCY ECONOMY	This course emphasizes the application of previous Thai economic development approaches, the problems and impacts of the development, the rationale for applying the concept of sufficiency economy to Thai society, the meaning and fundamental concept of the philosophy of sufficiency economy, and the application of this philosophy to lifestyles at individual, community, organization, and national levels. The study covers relevant case studies as well as the Royal Projects.
GEN223	DISASTER PREPAREDNESS	Disaster education is the multidisciplinary approach which integrated between technical science and social science. It aim to monitor the hazard, risk assessment, planning and mitigate the disaster based on inter-organizational crisis management framework which is characterized by four primary decision points (4Cs) as; 1) Cognition: detection of risk, 2) Communication: interpretation of risk for the immediate context, 3) Coordination: connect to multiple organizations in a wider area, and 4) Control: self-organization and mobilization of a collective to reduce risk. This subject may led the student have the capacity to coping with the complexity in the disaster by the flexibility.
GEN224	LIVEABLE CITY	This course aims to study conceptions of understanding and raising awareness to urban problems, social and cultural diversity in urban areas, as well as liveable city models. These conceptions could significantly support KMUTT graduates attitudes and awareness to their participation with urban problems as public space. It could also raise their viewpoints to public interests and urbanization together with their roles, responsibilities and acceptance for social diversity. In addition, this course has an idea for understanding and realization to Sustainable Development GoalsSDGs 2030 which becoming an important goal for international, national and university levels.
GEN225	REFLECTIVE JOURNAL WRITING FOR SELF-IMPROVEMENT	This course aims to develop reflection journal writing of learners undergo to look back on their past learning experiences in workplaces. It emphasises the importance of soft skills for success in workplaces and helps students to develop their understand on social skill evaluation which is a necessary characteristic to perform efficiently in workplace. The analytical tools are self-evaluation and feedback from supervisors. Both strength and weakness are reported on their reflection journal. This include feedback from him or herself and external sources is helpful for developmental purposes, providing it to students to assist them in developing work skills and behaviors appropriately.
GEN226	SMALL THINGS WE CALL POLYMERS	This pushes learners to acquire the basic information and details of how to suitably use polymers and perceive importance, advantages, disadvantages and effects of the polymer usage. Learners are able to use them wisely, and their behaviors in terms of actions and mind are initially adapted to reduce effects of polymers on environments. Also, separation of polymer wastes and recycling would be introduced. Moreover, learners would improve thinking skills with incorporation with other philosophies via self-studying, online resources (lectures and materials), in-class activities and projects consulted by a lecturer.
GEN231	MIRACLE OF THINKING	This course aims to define the description, principle, value, concept and nature of thinking to enable developing students to acquire the skills of systematic thinking, systems thinking, critical thinking and analytical thinking. The Six Thinking Hats concept is included. Moreover, idea connection/story line and writing are explored. Examples or case studies are used for problem solving through systematic thinking using the knowledge of science and technology, social science, management, and environment, etc.
GEN232	COMMUNITY BASED RESEARCH AND INNOVATION	This course provides knowledge in scientific research methodology and design process for creating innovative projects. Students engaged in learning process by taking several field-trips to visit the local community nearby KMUTT campus to learn and understand problems encountered in community. The local communities are used as the social lab for the learning and as source of research questions that originated from the real-life problems in the communities. Students, then, design innovative method and write the research proposal that aims to solve the problem and create value for the community.
GEN241	BEAUTY OF LIFE	This course aims to promote the understanding of the relationship between humans and aesthetics amidst the diversity of global culture. It is concerned with the perception, appreciation and expression of humans on aesthetics and value. Students are able to experience learning that stimulates an understanding of the beauty of life, artwork, music and literature, as well as the cultural and natural environments.
GEN301	HOLISTIC HEALTH DEVELOPMENT	The objective of this course is to develop students holistic knowledge on heath development for good life quality. The course emphasizes both physical and mental health care promotion, including composition of wellness; factors affecting health; integrated health care; nutrition; immunity strengthening; sanitation; competent reinforcement of physical activities to empower the smart personality and the smart mind, and to facilitate healthy and balanced emotional development; preventing and solving problems on mental health; practices in concentration, meditation and self-understanding; definition of wellness by WHO; and information on general health check up and physical fitness tests.
GEN311	ETHICS IN SCIENCE-BASED SOCIETY	This course will explore a variety of ethical and social issues in science and technology. Students will study basic theories of ethics from the West and the East. They will learn how to apply these theories to contemporary cases. They will be asked to critically evaluate the role of the scientist in society, and to become aware of complex ethical issues facing scientists in different professions. Case studies will be used extensively throughout the course, with an emphasis on critical debate. The goal of the course is to enable each student to develop an understanding of conflicting opinions regarding science and technology, and to define and refine their own ethical code of conduct based on evaluation of arguments from differing viewpoints.
GEN321	THE HISTORY OF CIVILIZATION	This subject covers the study of the origin and development of civilization during the five historical periodsprehistoric, ancient, middle age, modern, and the present period. The study will focus on significant social, economic and political events resulting from values and attitudes due to customs, beliefs and innovations, including the ability to communicate through art and literature based on several perspectives and periods.
GEN332	SCIENCE STORYTELLING	This course aims at developing storytelling skills in science for different target groups effectively. Learners will get to practice how to identify the point of a story, how to organize the flow of thoughts for storytelling, and how to creatively tell a story in a variety of ways.
GEN341	THAI INDIGENOUS KNOWLEDGE	This is a study of indigenous knowledge in different regions of Thailand with a holistic approach, including analyses from scientific, technological, social science and anthropological perspectives. Students will learn how to appreciate the value of indigenous knowledge and recognize the ways in which such knowledge has been accumulatedlifelong learning of indigenous people and knowledge transfer between generations. Students will learn to become systematic, self-taught learners.
GEN351	MODERN MANAGEMENT AND LEADERSHIP	This course examines the modern management concept including basic functions of managementplanning, organizing, controlling, decision-making, communication, motivation, leadership, human resource management, management of information systems, social responsibilityand its application to particular circumstances.
GEN352	TECHNOLOGY AND INNOVATION FOR SUSTAINABLE DEVELOPMENT	This course is the study of the definitions, concepts and roles of technology and innovation in the creation of wealth, and their impact on society and humanity. The course will explore the policies, strategies, and tools for synthesizing and developing technology and innovation for a wisdom-based society together with ethics in management. Students will study the exploitation and protection of intellectual property as a result of technology and innovation.
GEN353	MANAGERIAL PSYCHOLOGY	This course focuses on the fundamental concepts of psychology and management of human behavior in an organization, including psychological factors and their effect on human working behavior such as attitude, communication, social influences and motivation. Moreover, it will incorporate organizational behavior modification, conflict management, and leadership and organizational effectiveness.
GEN354	DIGITAL PRODUCT INNOVATION AND COMMERCIALIZATION	Learn concepts and innovations of digital product and service process development. Learn how to start a business in the digital era. Conceptual design of digital products and services development by selecting right technologies and innovations. New business planning. Effective business model pitching. Financial model planning. Internal and external analysis to successfully develop market-fit digital products and services. Learn how to build competitive advantages in business.
GEN411	PERSONALITY DEVELOPMENT AND PUBLIC SPEAKING	This course aims at developing public speaking skills and personalities of students. The course will cover a diverse range of abilities and skills such as good manners, attire, social rules, communication psychology, and verbal and non-verbal languages. Students are expected to gain these useful skills, including giving reasons, discussion, negotiation, persuasion, presentation, and application of technology for communication.
GEN412	SCIENCE AND ART OF LIVING AND WORKING	The concepts covered are the science and art of living and working, personality, social expression, temperance, critical thinking and reasoning, problem solving, value of living, self-development, social and self responsibility, creating a healthy life and work, and the art of living and working with others.
GEN421	INTEGRATIVE SOCIAL SCIENCES
GEN441	CULTURE AND EXCURSION
GMI101	BUSINESS MODEL IN NEW ECONOMIES	This course introduces students to new business practices in global and regional environments. The knowledge gained from this class consists of new business model, new trend of doing business, new culture, unique challenge in international market, analysis of emerging trends by applying various techniques such as forecasting, and assessment to generate an informed future direction for economy and society.
GMI102	BUSINESS MANAGEMENT EXPERIENCE	Introduction to common aims and characteristics of business and what makes them different. Business structures, cultures, and functions. An introduction to human resource management in business, An introduction to accounting and finance in business, An introduction to marketing in business, Business and social responsibility, business plan development.
GMI103	STRATEGIC MANAGEMENT FOR TECHNOLOGY AND INNOVATION	This course covers fundamental knowledge in appraising and managing technological innovation in an organization. Topics include an overview of important definition relevant to technology and innovation management, characterization, and role of technological innovation; managing knowledge creation in an organization; managing core competencies and technology-based skills; and intellectual property issues as well as managing technology as a strategic resource of an organization; formulation of strategic plan, which includes vision, mission, competitive analysis, internal analysis, and external analysis. Business strategies, cultures and functions are identified as internal and external environment considerations affecting businesses.
GMI104	QUANTITATIVE METHODS FOR DECISION MAKING	This course covers principle of mathematical modelling, decision-making tools for problems in business and industrial operations, an introductory to probability, decision analysis, basic statistics, regression, simulation, and optimization. These techniques are also explored through computer applications, cases, and examples drawn from marketing, finance, operations management, and other management functions.
GMI661	INTRODUCTION TO SOCIAL INNOVATION	Distinguish between simple, complicated and complex problems (or wicked problem), see resources where other people dont, and they can bring those resources to bear to create new innovative solutions, learn how to become comfortable with discomfort and how in the social innovation space where you take yourself into spaces and you surround yourself with people that you normally do not engage with, generate ideas and creative opportunities, changing the system, impact
GRC10101	PHYSICAL EDUCATION	Students will be able to analyze themselves, identify their strengths and weaknesses for good health by setting goals and planning for self-improvement through nutrition and exercise lead to the implementation of the self-development plan to achieve the goal of being holistic healthy.
GRC11101	LEARNING DIVERSITY	Students understand and learn concepts of diversity in society : Human-Human Human-Culture Human-Environment and Human-Technology, creates an attitude about social differences, awareness of one’s own role and duty, respect for others, social responsibility. So that they can live happily with others.
GRC11102	PERSONAL POTENTIAL TO COMMUNITY POTENTIAL	Students use their potential to develop the community around the university. By using their expertise knowledge to integrate with work planning, administration, and team working.
GRC11103	DEVELOP WORK FOR SELF-IMPROVEMENT	Students can develop themselves through the critical reflection process by performing actual tasks.
GRC12101	BASIC EMPATHY	Students learn and practice how to listen for information and emotional discrimination, issues capturing, and reading for comprehension. This leads to receiving clear, relevant, and comprehensive messages through listening and reading. In addition, students have a view to understanding the emotions and feelings that are hidden in the message.
GRC12102	ANALYTICAL THINKING	Students learn and practice the principles of questioning, information retrieval, analytical thinking, and clustering criteria. This will lead to improvements in problem-analysis and problem-solving skills.
GRC12103	PROBLEM-SOLVING	Students learn to identify factors/variables that affect a problem or event, analyze the root cause of the problem, and turn the perspective of problems to find the solutions. as well as finding a cause-and-effect relationship between various variables.
GRC23101	CREATIVE THINKING	Students learn the principles of creative thinking and willing to explore beyond the box. They can create a variety of new solutions based on rational thinking.
GRC23102	SYSTEM THINKING	Students have learned systematic thinking principles. They able to explain the relationship between different sub-components of the system and identify both direct and indirect impacts.
GRC23103	EFFECTIVE COMMUNICATION	Students learn the principles of communication such as spoken/written and body language. Students are expected to gain the useful skills, including giving reasons, discussion, presentation for communications. These abilities promote effective communication and self-confidence in others.
GRC24101	EMOTIONAL AWARENESS	Students can recognize and understand the emotions that occur within their own minds. And able to manage that emotion manifestation with proper behavior.
GRC24102	BEAUTY OF THINGS	Students will be able to explain the principles of aesthetic based on various concepts that are accepted in society.
GRC24103	MY ARTS	Students use their understanding of aesthetic concepts to produce artwork that use visual language to convey emotions..
GRD120	PRINCIPLE OF GRAPHIC DESIGN	To study the principle of graphic design and its meaning, importance, theory, and elements to understand the basics of communication. The course will focus on symmetry, scale, framing, hierarchy, and grid using for data management and lead to the concept of designing to be appropriate for the purposes with different types of media
GRD221	COMPUTER GRAPHIC	To study the importance, process, and management of computer graphic design skills. To understand the use of tools, commands, operations, and basic file management including an understanding and being able to have a well-managed plan in systematic graphic design production
GRD222	EDITORIAL DESIGN	To study the meaning and being practiced for the design process of different types of print media with appropriate tools. The course will focus on understanding the grid system, image layouts, letters, and elements that can communicate with contents and concepts of the media including learning presentation skills to communicate effectively of the designs
GRD223	ILLUSTRATION FOR COMMUNICATION	To study the meaning, principles, importance, and types of illustrations together with its techniques, including design practicing and making illustrations for the purpose of communication to be appropriate with different types of media.
GRD224	WEB & SOCIAL MEDIA SITE	To study the concepts, technologies, design languages, interactive media experience which is consistent with modern communications, and also the studying of elements, techniques, and processes of interactive design effectively.
GRD225	BASIC TYPOGRAPHY	To study the typography theory and its history together with the evolution of the letters and the importance of its structure, a grid system, typography components, and form of letters from past to present and get practicing about choosing appropriate fonts and how to lay out them effectively.
GRD321	PACKAGING DESIGN	To study the meaning, types, forms of materials, production processes for packaging design, and its importance by using 3D developing skills from 2D. The course gives the consideration on innovation and designing in perspective of product usage, packaging, and products communication in accordance with market position effectively.
GRD322	INTERACTION DESIGN	To study interaction design between users and objects or interaction areas with the five senses including the application of techniques or technologies for artwork creation.
GRD323	CORPORATE IDENTITY DESIGN	To study interaction design between users and objects or interaction areas with the five senses including the application of techniques or technologies for artwork creation.
GRD324	GRAPHIC STUDIO	The course will give a practice in graphic studio design skills through creative working processes with ideas and the ability to use rational design principles creating the right artworks and be able to penetrate problems
GRD370	USER EXPERIENCE AND USER INTERFACE DESIGN	To develop software interfaces to achieve effectiveness and to meet user behavioral responses such as fast reaction time. To learn how to plan and design prototypes to be tested by students themselves on the principles of human-centeredness.
IBM611	INNOVATIVE BUSINESS MODEL	Business success cannot be delivered by focusing on one business component. Rather, it requires many components to be orchestrated together in business model to support successful business results. In this subject, students will learn the roles of each component in business model and propose innovatively altered components that can lead to competitive advantages.
IBM612	BUSINESS FINANCE	Overall of financial information for business decision making is taught and distributed to our potential learners. Both the corporate finance and the principle of investment as well as financial feasibility are included in the course. Moreover, leaner will also learn and analyst the standard financial statements. Eventually, general business and innovation case-study are involved in the course.
IBM613	PROJECT MANAGEMENT	Creating innovations requires to be managed with project management approach. Thus, project management knowledge and skills are inevitably necessary. In this subject, students will learn the compulsory knowledge and skills of both traditional and agile project management.
IBM614	CUSTOMER INSIGHT BY QUANTITATIVE TECHNIQUES	This subject will educate students on quantitative techniques to identify desirable characteristics of products or services. Especially, students must be able to specify the characteristics that are important to customers, which can differentiate the results of success.
IBM615	VALUE CHAIN ANALYSIS FOR SUSTAINABILITY	Sustainability challenges and opportunities: The global state, what needs to change, and how to bridge the sustainability gap through rewiring the triple bottom line. Production and consumption: The value chain: Implementing business models and processes for sourcing, producing, and consuming sustainably. Circular Economy. The role of innovative design, planning, and technology in facilitating sustainable business. Collaboration and partnerships: How businesses can work together with corporate, government, and non-profit actors to bring about large-scale change in the sustainability space.
IBM616	MANAGERIAL ACCOUNTING FOR DECISION MAKING	How to use accounting to allocate resources and incentivize manager and employee behaviors in using these resources, how financial and non-financial accounting information facilitates strategic performance measurement and how to integrate this information to continuously improve strategy
IBM617	RISK MANAGEMENT	In order to construct learners who are now operating business as well as innovator relating to competency based under VUCA (Volatility, Uncertainty, Complexity and Ambiguity) environment, he/she should understand and cultivate risk culture knowledge. In this course, risk management framework toward international standards and theories is the main part. Learners also practice their knowledge from both general and innovative business case study.
IBM618	COMMUNICATING FOR COLLABORATION	Compare and contrast different theories or models of communication, Rethink communication and challenge some of the conventional wisdom about communication that is common in our society, Importance of Managing Conflict and Appreciating Difference and Diversity, How groups can have a good fight and how you can choose the right words in a dispute as well as how to negotiate with others when things get difficult, Group communication and technologyan increasingly prevalent aspect of the modern landscape of group work
IBM619	BUSINESS ANALYTIC	The way you think about transforming data into better decisions. Recent improvements in data-collecting technologies have changed the way firms make informed and effective business decisions, and students will develop basic data literacy and an analytic mindset that will help you make strategic decisions based on data
IBM630	STORYTELLING WITH DATA	Learners are taught to reap the benefit of data from initial understanding the several types of data, principles of visualization in order to utilize data for making a business good decision. Moreover, in terms of academic, learners are also taught step-by-step on how to solve the research questions from data coped with statistical tools as well as story telling with data process.
IBM640	SEMINAR: FOUNDATION OF LEADERSHIP	The head and heart of everyday leadership, individual decision making, group decision making, and managing motivation. The objectives are to understand why and how leadership skills are so critical to organizational success and learn the foundations of effective leadership skills.
ICE100	ELECTRONICS DEVICES AND CIRCUITS	Semiconductor and diodes, half-wave rectifiers, center-tap rectifiers, bridge full-wave rectifiers, zener diodes, light emitting diodes, light dependent resistors, transistors, Transistor circuits, Regulator circuits, Uni-junction transistor, JFET, MOSFET, thyristors: SCR, TRIAC, DIAC, and its applications, thermistor and varistors, optoelectronics and its applications, op-amps and its applications.
ICE101	DIGITAL CIRCUIT DESIGN	Review of number system, code, logic gates, boolean algebra, logic function, multilevel combinational logic and simplification, arithmetic circuits, ALU design, flip-flop and related devices, type of counters and registers, PALS and PLAS, multiplexer and selector, sequential circuits.
ICE102	INTRODUCTION TO COMPUTATIONAL THINKING	Study and practice logical reasoning skills to solve problems, pseudo code and flow chart for programming, designing and writing simple programs using variables, conditions and loops to solve problems, study the principles of computational thinking concepts, finding a pattern, abstract thinking, examples and advantages of computational thinking concepts to solve daily life problems, apply computational thinking concepts in designing algorithms for solving problems, input-output data and problem conditions, top-down and recursive algorithm design, study examples of information technology projects involved with multidisciplinary development project linked to real life, apply computing science knowledge to manage science learning.
ICE201	COMPUTER ARCHITECTURES AND SYSTEMS	Processor technologies, input and output, memory hierarchy, interleaved memory, bus, cache, pipelined architectures, computer arithmetic and multiprocessors technology, machine instructions and assembly language for applications of actual microprocessor design for physical control and data communications.
ICE202	OPERATING SYSTEMS	Theoretical aspects of operating systems, memory management, process management, I/O management and information management, job control language, assembler, loader and linker, applications of operating systems, compilers, interpreters and utilities.
ICE203	ALGORITHMS AND DATA STRUCTURES	Data structure of array, linked-listed, stacks and queues, trees, graphs, analysis of algorithms, recursion, sorting and searching algorithms, hashing, heap tree, binary search tree, avl tree.
ICE240	DESIGN OF EDUCATIONAL MULTIMEDIA	The role and rationale of computer multimedia for presentation, model and characteristics of multimedia use in education and learning, principle of design, theories of learning and communication process, package software for presentation, the practice of multimedia for education designing, apply package software for design digital graphic such as font design ( Typography ), publication, information design, interactive graphic, website, animation, multimedia and movies.
ICE304	INTRODUCTION TO DATABASE	Introduce to database systems, entity relationship model, entity relationship design, introduction to relational model, functional dependencies, normalization, multivalued dependencies, relational algebra, SQL queries and data-definition, SQL: views, constraints, SQL: triggers, PL/SQL
ICE306	COMPUTER NETWORK ARCHITECTURES AND PROTOCOLS	Fundamental concepts and protocols in computer communication networks, IP networks, packet switching and circuit switching networks, layered network architectures, application layer protocols, socket programming, TCP/IP protocol suite, unicast and multicast routing protocols, link layer protocols and multiple access networks, wired and wireless local area network standards and basic mobile internet protocols.
ICE311	EMBEDDED COMPUTING SYSTEMS	Principles of embedded computing systems and programing for normal and Internet applications.
ICE360	SYSTEM ANALYSIS AND DESIGN	Data processing systems and systems life cycle, analysis methodology for tools of cost analysis, problem definition, proposal and feasibility study, design methodology for tools of database consideration design, systems design, file and form design, program design, and documentation, implementation methodology for coding, testing and software maintenance.
ICE361	WEB APPLICATION DEVELOPMENT	Web technology, web page design and development using web language, script programming on client and server, web page development tools, MVC architecture, web frameworks and version control, test-driven web development, database connectivity programming , security management, session management and authentication.
ICE371	COMPUTER INDUSTRIAL TRAINING	Training in computer industry not less than 40 man-days in the summer semester.
ICE385	COMPUTER TECHNOLOGY LABORATORY I	Experiment in digital circuit and application.
ICE386	COMPUTER TECHNOLOGY LABORATORY II	Experiment in application programming.
ICE412	ARTIFICIAL INTELLIGENCE	Definition of artificial intelligence, problem solving by searching, knowledge representation and inference, PROLOG programming, machine learning, natural language processing, introduction to fuzzy logic, introduction to neural networks.
ICE415	DIGITAL IMAGE PROCESSING	Digital signal processing theories, digital image processing, one-dimensional and two-dimensional convolution, fourier transform, discrete fourier transform and discrete cosine transform, image processing basics, image enhancement, image restoration, image coding and compression, video processing including video coding and compression.
ICE421	NETWORK DESIGN	Basic network design techniques for local, metropolitan and wide area communication networks, management and business perspectives on network design, estimation of traffic demand, network cost analysis, topological design, capacity assignment, routing, virtual network design, network design tools, wireless network design issues.
ICE460	INTRODUCTION TO SOFTWARE ENGINEERING	Analysis of requirements and specifications for software design, software development environments, testing, software project management, quality assurance and control.
ICE461	APPLICATION DEVELOPMENT FOR MOBILE DEVICES	Hardware architecture, characteristics and limit of mobile devices, tools and languages program used in application development, programming principles for mobile devices, interface memory and data store, communication to external system, simulation for testing and editing on computer system, consideration for security, Sensors, Publishing applications.
ICE466	INTRODUCTION TO OBJECT-ORIENTED PROGRAMMING	Fundamental concepts of problem solving using a computer, problem solving through computer programming, object-oriented computer programming for data types, control structures, structured programming and modular algorithm design, benefits of existing libraries, classes and polymorphism, UML application as a design description tool.
ICE663	DIGITAL IMAGE PROCESSING	Fundamentals of digital image processing; Noise reducing; Edge detection; Image enhancement; Image segmentation; Image coding; Image compression; Programming for image processing.
ICE765	DATA MINING	Fundamentals framework of data mining; Data types for data mining; Architecture of data mining; Data preprocessing; Association rules; Classification; Clustering; Performance evaluation; Web mining; Data mining applications.
ICE766	MACHINE LEARNING	Fundamentals of machine learning; Supervised learning such as regression, neural networks, and ensemble learning method; unsupervised learning; evolutionary learning; reinforcement learning; Machine learning applications.
ICE770	ADVANCED DATABASE IMPLEMENT AND ENTERPRISE APPLICATION DEVELOPMENT	Database environment; DBMS components; DBMS structure; database connectivity and SQL; subprograms (procedure, function and package); database triggers; Graphic user interface; advanced report design and application installation.
ICE790	ICE 790 SPECIAL TOPIC I : DATA ANALYTIC FOR ELECTRICAL AND ELECTRONICS INDUSTRY	Basic data and statistical fundamental principles to data analytics. Data identification, classification, and collection for electrical and electronics industry. Interpretation, Prediction, and presentation of collected data for decision-making.
ICE792	SPECAIL TOPIC III : AUTOMATION SYSTEM IN HARDDISK DRIVE INDUSTRY	Harddsik technology, Harddisk component, Harddisk manufacturing process, Testing and Testing technology of harddisk, Measuring equipment for harddisk testing, Automation system for harddisk assembly, Automation system for harddisk testing.
ICE793	SPECAIL TOPIC IV : INDUSTRIAL INSTRUMENTATION	General Concepts: Generalized configurations and functional descriptions of measuring instruments, generalized performance characteristics of instruments. Measuring Devices for :Motion, force, torque, shaft-power, pressure, sound, flow, temperature, heat-flux, level, humidity, time, frequency and phase-angle.
ICE794	SPECIAL TOPIC V : DATA VISUALIZATION	Principles of data visualization, data visualization design, data ethics, data visualization tools, data acquisition, data preparation and organization, choosing various charts that are suitable for presentation purposes and can be presented in an easily understandable format.
ICE795	SPECIAL TOPIC VI : DATA-DRIVEN ORGANIZATION	The importance of data policy, privacy policy, the establishment of organizational data governance aligning with the data management life cycle, the maintenance of the data quality and data readiness for use, the data utilization with meaningfulness, the data analysis and storytelling through various data visualizations, the challenge of the digital transformation mission beginning with good data governance and data quality ผลลัพธ์การเรียนรู้ 1. สามารถอธิบายหลักการของนโยบายข้อมูล และนโยบายการคุ้มครองข้อมูลส่วนบุคคล 2. สามารถวิเคราะห์และนำเสนอแนวทางในการบริหารจัดการข้อมูลตามวงจรชีวิตของข้อมูล โดยสอดคล้องตามกรอบธรรมาภิบาลข้อมูล 3. สามารถวิเคราะห์และนำเสนอการเล่าเรื่องราวของข้อมูลผ่านการแสดงผลด้วยแผนภาพแบบต่างๆ
IDT101	MATHEMATIC FOR INDUSTRIAL TECHNOLOGISTS	Coordinate system, Perimeter, Area, and Volume, Scalar and Vector, Matric and its utilization in linear system equation, Function, Differential equation in industrial technology and its solution, Transfer function and its analysis in industrial technology.
IDT102	PROBABILITY AND STATISTICS FOR INDUSTRY	Statistical principles and theories, probability, random variable and probability distribution of a random variable, statistical hypothesis testing, analysis of variance, regression and correlation, using statistical methods as the tool in industrial problem solving.
IDT102	SAFETY AND HEALTH IN ESTABLISHMENT	The management of occupational health and safety. Laws and regulations on occupational health and safety. International standards related to occupational health and safety. Principles and techniques on safety and health in the workplace
IDT103	INDUSTRIAL MATERIALS	The basic of materials for industry, Type of material, Material properties, the benefits of component materials, The production and processing industry, Applications of materials, New materials for industry Including materials with environmental impact
IDT103	SCIENCE FOR TECHNOLOGISTS	Study of force and motion, momentum and energy of particle systems. mechanical properties of substances movement of strong objects Oscillating motion. Introduction to heat and temperature aerodynamics waves and sound waves. Physics Standard Unit. The fundamentals of atomic theory and relativity. Properties of gases, solids, liquids and solutions.
IDT104	BASIC TECHNOLOGY PRACTICE	Basic industrial practice. Basic use of hand tools; Drafting tool; Measuring tools; Placing work; file work; saw work; chiseling; drill bit sharpening; drilling and threading. Basic electrical work; Metal Welding; Basic engine work. Create a model by a project base method.
IDT105	SAFETY AND HEALTH IN ESTABLISHMENT	Principles of Occupational Health and Safety Management Occupational health and safety regulations and laws International. Standards System related to Occupational Health and Safety. Principles and techniques related to safety and occupational health in the workplace rescue operations Operate in accordance with occupational health and safety regulations.
IDT106	INDUSTRIAL MATERIALS	Fundamentals of industrial materials. Type of material material, properties composition and benefits of the material. Principles of production and manufacturing processes of industrial materials. Application of the material industrial new materials including materials and environmental impact conduct material testing
IDT111	DRAWING FOR INDUSTRIAL	Practice drawing in industrial work. Standard elements of drawings; Lettering, Scale, Symbol of drawing, Geometric drawing, Sketch view. Orthographic projection and orthographic drawing, Dimension, Pictorial drawing, Section view. Assembly and exploded drawing Interpretation. Industrial drawing specialized in mechanical technology or civil technology or electrical technology or industrial technology, and analysis of drawing. Practice 2D and 3D drawing by the computer aided drawing program.
IDT112	ELECTRICAL AND INSTRUMENTATION TECHNOLOGY	Building electrical system and in the industry electrical measuring instruments electrical quantity calculation electrical equipment and cables. Principles of mechanical measuring instruments.
IDT113	ELECTRICAL AND INSTRUMENTATION TECHNOLOGY PRACTICE	Electrical circuits and motor practice. Industrial measuring instruments such as sensor systems, temperature measuring instruments, flow rates, pressures, and electrical volume measurements.
IDT201	INFORMATION TECHNOLOGY AND COMPUTER	Data management, Using the Internet, Modern communication and information technology currently used in industrial applications. The application of information technology in management.
IDT201	STATICS AND MECHANICS FOR TECHNOLOGISTS	vector system of forces in the plane and in three dimensions, equilibrium equations, equilibrium of forces at points and on rigid bodies. Force analysis at the support point Analysis of forces within trusses and beams, dispersed forces, center of mass Moments of inertia, friction, stress and strain due to axial forces, flexural, shear and torque, deformation analysis. stress and strain conversion in the plane and Mohr’s Circle stress due to mixed forces Column buckling, fluid pressure.
IDT202	INFORMATION TECHNOLOGY AND COMPUTER	Computer use internet usage Using a spreadsheet program Using the presentation program Using a word processor online collaboration in the management of industrial industrial technology Artificial Intelligence, Big Data Management, Internet of Things, Digital Marketing, Internet Use modern communication and the use of current information technology in industrial applications application of information technology in management.
IDT203	INDUSTRIAL MANAGEMENT	Fundamentals of industrial management. Organizational structure and policy making planning, control, monitoring and evaluation in the industry quality management industrial psychology. Planning for supporting factors logistics management industrial economics. Budget and financial controls cost cost and risk management.
IDT211	COMPUTER PROGRAMMING	Programming Statement elements such as variables, constants, action marks, expressions, functions, etc. Different types of data, data structures, arrays, lists. Learn about sequential, selective, and iterative statements. Creating subprograms. Passing values within the program Saving and reading data from a data file by using one of the computer languages; practice using tools for program development; Computer programming, checking, testing, and editing programs.
IDT212	SUSTAINABLE ENERGY AND ENVIRONMENT	Principles of electric power systems Load monitoring and data interpretation. Energy use in buildings and industrial plants electricity bill. The economics of energy efficiency. The impact of energy use on the environment economy and economics. Basic knowledge of the Energy Conservation Promotion Act Humidity, comfort and health charts. Elements of heat transfer. Solar radiation and window systems Illumination with natural light efficient electric power design handling and controlling electrical loads energy conservation energy efficiency calculation.
IDT291	DESIGN AND DEVELOPMENT INTEGRATED TECHNOLOGY I	Find the right source of information. Collecting knowledge gained from learning in educational institutions and industrial sectors in each semester integrate the body of knowledge to present the body of knowledge in various forms.
IDT301	PERSONNEL DEVELOPMENT AND TRAINING FOR TECHNOLOGY	The human resource development, Planning and management training. Developed by categories exploring the need for training. The objectives of the training. The preparation of training plans, Technical presentations and teach effectively. Media training assessment, Documentation of training. Trained as trainers or coaches. The concepts and principles of management, Corporate management. The project management and project management concepts and principles of financial management and accounting. Administration including small and medium-sized
IDT311	INDUSTRIAL AUTOMATION TECHNOLOGY	Principles of industrial automation. Pneumatic basic system hydraulic and electric. Programmable Logic Control industrial robot.
IDT312	INDUSTRIAL AUTOMATION TECHNOLOGY PRACTICE	Practice of tools and equipment in pneumatic automation systems and electric hydraulic. Feed and control to automate industrial equipment programming to control the robot industrial robot control maintenance. Modeling in the Manufacturing Industry industrial automation applications case studies in the workplace.
IDT313	QULITY MANAGEMENT AND INDUSTRIAL ENTERPRISES	Concept and principle of cost analysis, Production planning control, Quality management, Human resource management, Organization management, International standardized industrial management systems such as ISO 9000, ISO14000 Quality Management System, ISO18000 Environmental Management System, Occupational Health and Safety Management System, Project management, Financial and accounting management and SME business management
IDT392	DESIGN AND DEVELOPMENT INTEGRATED TECHNOLOGY II	Find the right source of information. Collecting knowledge gained from learning in educational institutions and industrial sectors in each semester integrate the body of knowledge to present the body of knowledge in various forms.
IDT495	WORK INTEGRATED LEARNING I	Students are required to complete training in the establishment of cooperation in integrating learning with work, guided by teachers and industry experts. To provide knowledge on matters related to the actual work. Students are required to work on a project integrating learning with work. Research by a proposition from the establishment, under the guidance of mentors and advisors.
IDT496	WORK INTEGRATED LEARNING II	Students are required to complete training in the establishment of cooperation in integrating learning with work, guided by teachers and industry experts. To provide knowledge on matters related to the actual work. Students are required to work on a project integrating learning with work. Research by a proposition from the establishment, under the guidance of mentors and advisors.
IED113	PSYCHOLOGY FOR TEACHER	Psychological principles, psychological concepts about learners, human developmental psychology, educational psychology, learning psychology, guidance and counseling psychology, concepts of various psychologists theories, application on principles of psychology for analyzing and developing learners according to their potential, learning management design, classroom management, application on principles of psychology to promote learning for adults, applying psychological knowledge to understand human behavior in organization and community.
IED213	CURRICULUM FOR LEARNING MANAGEMENT	Educational philosophy, educational concepts, law-related professions and teacher, Importance and evolution of curriculum, theories and elements of curriculum, educational curriculum development in relevant educational contexts according to national education standards system, vocational education system, vocational courses, design and development competency based courses, courses in the workplace, training courses, career analysis, curriculum analysis, job analysis, general and core competency analysis, science of learning management, principles of learning management, learning management model, the relevance of curriculum with pedagogy and teaching module design, the curriculum evaluation and improvement in basic education curriculum, vocational education curriculum, design measurement and assessment method, assessment tools for evaluate learners.
IED314	INNOVATION AND INFORMATION TECHNOLOGY FOR LEARNING MANAGEMENT	Principle, concept, analysis and design innovative technology for learning, contextual analysis of media development for learners and personnel development in the manufacturing and service sectors, using technology to promote learning and training, introducing technology to develop learning tools, learning innovations, creative tasks, applications of dimensional graphic design programs for production, application of online resources for learning management, innovation development process, producing media to integrate professional knowledge in both hardware and software, engineering demonstration kit, application of innovative media to the target group, evaluation of innovative media and digital technology for education.
IED315	MEASUREMENT ASSESSMENT AND EDUCATIONAL QUALITY ASSURANCE	Concepts, principles and theories of evaluation of learning skills, evaluation tools, assessment of student performance and desirable characteristics, national and international assessments, evaluation planning, practice to create tools for formative and summative evaluation ; knowledge, attitude and practical skills for develop students competence in industrial technicians and personnel in the workplace, finding a quality of evaluation tools, using tools for authentic assessment and competency- based assessment, using assessment result to improve learners, educational law about quality assurance, educational quality assurance, writing self assessment report, Using results of educational quality assessment for school development, using information assessment to conduct educational quality assurance.
INA125	HISTORY OF ARCHITECTURE AND INTERIOR ARCHITECTURE	Overall, historical development of architecture and interior architecture in Western Europe and Asia. Architecture in Western Europe includes development of designed space, furniture and decoration, form, structure and site planning. This course introduces the Prehistoric period & ancient worlds. Classical foundation: Greek and Roman Architecture. Medieval era: Byzantine, Romanesque and Gothic. Renaissance: Return to Antiquity. Baroque: Mid-17th-18th century Europe. Neoclassicism Romanticism & Picturesque. Transition to Industrial Age. Pioneering architecture of the early 20th Century. Towards Demise of Modernism: architecture in Post-war period.
INA141	INTERIOR ARCHITECTURAL DESIGN I	This course provides foundations of Interior Architectural design from exploration and investigation on the relationship between human activities and requirement with interior space and architectural elements. Developing their understanding of spatial design, architectural studies, intervention between body, culture and technology Conclude the program in the interior space reflects the architecture of the building by focusing on domestic architecture and spatial relations between personal space and shared space.
INA211	COLOR, MATERIALS AND PRESENTATION	Studies include the development of personal skills in making presentations of interior architecture: methods of drawing, rendering, graphics, use of corresponding materials, and new techniques including computer rendering. The course also contains the basics of colour and characteristic of surface materials, their applications, technology, psychological response; and also the application, theoretical and practical, in the field of interior architecture.
INA212	SPATIAL PERCEPTION AND PSYCHOLOGY	Studies include the review of fundamental concepts of psychology; psychological factors and their impact on human behavior and space; processes of human behavior, perception, cognition and affects and conceptual systems; spatial behavior; psychological principles in color and form design.
INA241	INTERIOR ARCHITECTURAL DESIGN I	Foundations includes spatial design, architectural studies, intervention between body, culture and technology including exploration and investigation on the relationship between interior space and architectural elements. The program in the interior space reflects the architecture of the building by focusing on domestic architecture and its interiors, i.e. spatial relations between personal space and shared space within the home.
INA242	INTERIOR ARCHITECTURAL DESIGN II	Foundations includes spatial design and architectural studies. Intervention between body, culture and technology. Exploration and investigation on the relationship between interior space and architectural elements: how the program in the interior space reflects the architecture of the building. Sketches. Physical models. Technical Drawings. Focusing on transitional space between the home and the workplace.
INA243	INTERIOR ARCHITECTURAL DESIGN III	This course focuses on the interior architectural design of small and medium scale commercial spaces. The project description must take into account the logic of branding study and design. A study of the users behavior and their needs related to the brand is to be necessary in order to create a usable space. Students begin by assessing data in the applicable design context. Students should use the searching process while considering varied information to identify design concepts, improve the logical design development, and emphasize the relevance of the usage of materials, lighting, color, safety, and suitability of the architectural design.
INA311	ERGONOMICS: SAFETY AND HUMAN DISABILITIES	The course includes the effects environment, interiors and furnishings having on the human body; concerns regarding the safety of designs; safety of building systems; maintenance as they effect normal performance; and current information regarding safety and disability laws (basic considerations in design of physically impaired).
INA312	SPATIAL PERCEPTION AND PSYCHOLOGY	Studies include the review of fundamental concepts of psychology; psychological factors and their impact on human behaviour and space; processes of human behaviour, perception, cognition and affects and conceptual systems; spatial behaviour; psychological principles in colour and form design.
INA314	AESTHETICS	An investigation into appreciation of design philosophy in form and other elements and the meaning of aesthetic values in relation to other elements of architecture and interior architecture.
INA327	ADAPTIVE HERITAGE REUSE	This course examines the history and theory of historic preservation, focusing on Thailand, but with reference to traditions and practices in other countries. The class is designed to examine the largely untold history preservation movement in this country, and explore how laws, public policies and culture attitudes. The class gives students a grounding in the history, to theory and practice of historic preservation, but is not an applied, technical course.
INA333	INTERIOR ARCHITECTURE PROJECT PROGRAMMING AND SPACE PLANNING	Studies include the methodology of gathering, analyzing, projecting and synthesizing information as gained through interview, questionnaires, and observation for the purpose of establishing an interior architecture project’s program.
INA343	INTERIOR ARCHITECTURAL DESIGN III	The course focuses on the development of students design skills, initiated from the given briefs by generating their own critical thoughts throughout. Students are encouraged to set up their own design programming based on an individual interpretation in connection to the briefs. The studio works emphasize on how students develop and deploy a unique conceptual idea before finding a proper way of balancing conceptual and practical requirements rationally.
INA344	INTERIOR ARCHITECTUREAL DESIGN IV	Design agendas explore complex programs operating within interior space and architectural features. This course focus on commercial aspects through the complexity of the hotel design as well as the retail space as a typology offers students a sufficient challenge for this stage of their education. Following immediate site analysis and investigation into personal interests regarding the given site, students put forward an initial proposal through weekly tutorials, refine their proposals, and simultaneously create complexity through additional program. Emphasis is placed on materials, light, color, engineering systems? safety, appropriateness to architectural design.
INA345	INTERIOR ARCHITECTURAL DESIGN V	Studies focus on advanced interior architectural design I that enables students to focus on their own interests relating to the field of interior architecture with his/her selected choice of design studio units. Design development process and relating various spatial concerns is on psychology, living and working habits, and specific needs. Emphasis is placed on spatial design potentials in an architectural context with thorough analysis of all related elements, related theoretical studies and applying the knowledge studying from the previous semesters.
INA352	LIGHTING DESIGN	Studies include the application of typical lighting systems into complex interior architectural projects; basic theatre lighting design; as applied to museums, clubs, etc. advanced lighting systems and their applications.
INA353	INTERIOR ARCHITECTURAL SKETCH DESIGN I	This course aims to practice creativity and design thinking skills of an interior architectural design using the method of delineation and presentation in limited time.
INA354	INTERIOR ARCHITECTURAL SKETCH DESIGN II	This course aims to practice creativity and design thinking skills of an interior architectural design using the method of delineation, pictorial presentation and material specification in limited time
INA363	INTERIOR ARCHITECTURAL MATERIAL AND FURNISHING	Material and furnishing for Interior architecture design. Material properties. Material and furnishing classification for Interior construction and decoration. Type of material. Design application for functional purpose and decoration purpose.
INA364	INTERIOR SHOP DRAWING AND DETAIL	Learn how to draw various interior details for construction. Provide study field trip opportunities in various locations that encourage students to experience more and varied interior construction work and techniques in order gain a deeper knowledge. Including practice in creating a construction drawing book to see design continuity throughout the project.
INA373	INTERIOR ARCHITECTURAL CONSTRUCTION AND DETAILING	Studies include the study and exercises of more intricate constructions and details of architectural building, with emphasis on interior detailing and materials.
INA394	INTERIOR SPECIFICATIONS, COST ESTIMATION AND CONSTRUCTION MANAGEMENT	Studies include the foundation of research, cost analysis and detailed specification for all elements of the interior architectural construction. Production and labor standard; material and labor estimation for interior construction; schematic outlines, preliminaries for approval, bidding process and alternatives; analysis and synthesis of bids; segmented awards and follow through, Studies also include cost estimation according to materials prices, wages, instruments and management costs. The courses cover introduction into the business aspects of construction management; organizational and financial concerns during entry into business and continued operation; interior architects, architects, engineers and builders relationships; organization of their work; construction planning and control by; contracts and tendering; control tools; construction laws and regulations; safety in construction.
INA435	RESEARCH METHODS FOR INTERIOR ARCHITECTURE	This course outlines important relations between research and design works for Interior Architecture students. The coursework introduces students to the variety of research methods which can and may induce creativity and innovation in the field of design and architecture. The course encourages students to learn and to try-out different research methods which are relevant to their research interests and design. This course is designed to help senior students: (1) formulating the topic of their thesis; (2) finding suitable methods of inquiry to investigate a particular issue, problem, or question; and (3) using relavant information to produce incisive projects and thesis.
INA445	INTERIOR ARCHITECTURAL DESIGN V	Studies focus on advanced interior architectural design I that enables students to focus on their own interests relating to the field of interior architecture with his/her selected choice of design studio units. Design development process and relating various spatial concerns is on psychology, living and working habits, and specific needs. Emphasis is placed on spatial design potentials in an architectural context with thorough analysis of all related elements, related theoretical studies and applying the knowledge studying from the previous semesters.
INA446	INTERIOR ARCHITECTURAL DESIGN VI	Studies focus on advanced interior architectural design II that enabling students to focus on their own interests relating to the field of interior architecture with his/her selected choice of design studio units. Design development process and relating various spatial concerns is on psychology, living and working habits, and specific needs. Emphasis is placed on spatial design potentials in an architectural context with thorough analysis of all related elements, related theoretical studies and applying the knowledge studying from the previous semesters.
INA451	INTERIOR GRAPHICS	Studies include composition of elements, type marks symbols, signage, logos etc. The emphasis is on design development from the initial concept to the use of photographic art. History of events and applica-tion of a design theme will be applied to the design.
INA454	SPECIAL TOPIC STUDY I : FUNDAMENTALS OF STAGE DESIGN AND SCENOGRAPHY
INA454	SPECIAL TOPIC STUDY I : CROSS-DISCIPLINARIES STUDY EXPERIENTIAL ARCHITECTURE THROUGH SPATIAL SERVICE DESIGN	This course builds on foundational knowledge of interior architectural design, adapting it to align with current technologies while fostering a deep understanding of user behavior and space management from a business perspective. It aims to equip students with the skills to become designers who understand consumer needs, identify opportunities for developing virtual spaces to complement physical ones, and expand their expertise in interior architectural design in a way that keeps pace with global trends.
INA456	SPECIAL TOPIC STUDY III : SUSTAINABLE FOR COMMUNITY DESIGN	A subject of study that creates distinct environments to improve the standard of living of local of life. It is also a study of design methods and strategies for employing environmentally friendly materials to encourage sustainable living in the context of people in that community area. It must take into account design that is suitable for users in each area or community.
INA457	FURNITURE DESIGN AND WORKSHOP	Studies include the examination and process of furniture design and development; the technical aspects of furniture construction; hands-on application of wood joinery, metal application, and plastic molding and production.
INA464	INTERIOR SHOP DRAWING AND DETAIL	Studies include the procedure in detailed drawings for the construction of other related works including field studies on some exemplary projects in order to develop insights into realistic situations.
INA494	INTERIOR SPECIFICATIONS, COST ESTIMATION AND CONSTRUCTION MANAGEMENT	Studies include the research, cost analysis and detailed specification for all elements of the interior environment; production and labor standard; material and labor estimation for interior construction; schematic outlines, preliminaries for approval, bidding process and alternatives; analysis and synthesis of bids; segmented awards and follow through, Studies also include cost estimation according to materials prices, wages, instruments and management costs in various types of buildings; factors that influence initial costs, i.e. construction contract liability, special specification contract liability, special specifications, and labor. The courses also includes introduction into the business aspects of construction management;
INA496	PROFESSIONAL PRACTICE AND CODE OF CONDUCT FOR INTERIOR ARCHITECTURE	Studies professional ethics, which include codes of ethics and conducts, architect’s responsibilities, the evolution of the profession and today’s career options etc. Laws involving architectural practice; namely building controls and professional controls. Others may involve zoning environmental protection, and energy conservation laws; etc Liability in faulty design will also involve tort and criminal law. And also architectural practice including forming organizational management teams, design contracts, work process, preparation of bidding, contract and construction documents, roles and responsibilities of an architect as a designer in construction project.
INA591	COOPERATIVE LEARNING	This required students to participate in interior architecture design-related industries according to individual interest for six months. It allows students to see the working process in different organization, to develop responsibility and self-confidence from working with other people, to accumulate knowledge and direct experiences needed for their interior architectural design project in the final semester. At the end of the program, students will be able to decide what kind of work they would like to participate after graduation.
INA592	INTERIOR ARCHITECTURAL INTERNSHIP	Supervised field experience in architectural offices. Understanding the practice of Architecture. Minimum of 2-month -full-time internship in architecture or relevant design office.
INA596	BUSINESS MANAGEMENT AND ADMINISTRATION	Studies include a fundamental understanding in business management; codes of professional practice; basic principles in management; guiding concepts in management; corporate cost accounting; design and construction documentation; office administration procedures, and corresponding interior architectural responses to corporate needs.
INC102	FUNDAMENTAL OF INSTRUMENTATION AND PROCESS CONTROL	Fundamental of measurement system, characteristics of instruments. Basic principle and selection of industrial instruments, for pressure, level flow, force, motion, temperature measurement, basic concepts of process control, PID control. Experiments in instrumentation and process control, such as, PID control and PID tuning, programmable logic controller.
INC111	SYSTEMS ENGINEERING PRACTICE	Using tools for electronic workshops and control systems, applying electronic circuit, printed-circuit board (PCB) design using software, using software for 2D and 3D drawing, 3D modeling for 3D printing, wiring skills for control systems.
INC121	ELECTRIC CIRCUIT ANALYSIS I	Basic unit of measurement, charge, current, voltage, power, electrical sources, Ohms law, Kirchhoffs law, resistors in series and parallel circuits, voltage and current division calculation, circuit analysis using nodal, mesh(loop) and superposition, Thevenin and Norton theorems, maximum power transfer
INC122	ELECTRIC CIRCUIT ANALYSIS II	Capacitor and inductor, basic RL and RC circuits, basic RLC circuits, natural response of RL, RC, and RLC circuits, phasor analysis, AC circuit power analysis, Frequency response.
INC123	ELECTRIC CIRCUIT ANALYSIS FOR AUTOMATION ENGINEERING	Basic unit of measurement, charge, current, voltage, power, electrical sources, Ohms law, Kirchhoffs law, resistors in series and parallel circuits, voltage and current division calculation, circuit analysis using nodal, mesh (loop) and superposition, Thevenin and Norton theorems, maximum power transfer, capacitor and inductor, basic RL and RC circuits, basic RLC circuits, natural response of RL, RC, and RLC circuits, phasor analysis, AC circuit power analysis.
INC141	COMPUTER PROGRAMMING FOR INSTRUMENTATION ENGINEERING	Basic computer hardware and operating system, flowchart and state diagram, data structure and variables, binary and decimal systems, mathematic and logic operations,data receiving and transmittion, user interface, debugging, structural programming, decision making and loop operation instructions, sub-program(function), structure, array and pointer, file systems and file operation, external hardware interface
INC142	COMPUTER PROGRAMMING FOR AUTOMATION ENGINEERING	Basic computer hardware and operating system, flowchart and state diagram, data structure and variables, binary and decimal systems, mathematic and logic operations, data receiving and transmission, user interface, debugging, structural programming, decision making and loop operation instructions, sub-program(function), structure, array and pointer, file systems and file operation, external hardware interface.
INC171	SYSTEMS ENGINEERING EXPLORATION	Basic skills in Control and Instrumentation Engineering, Scientific documenting and reporting, Presentation skill, Thinking and problem solving skills, Block diagram and flow charts
INC172	AUTOMATION ENGINEERING EXPLORATION	Basic skills in automation engineering, Scientific documenting and reporting, Presentation skill, Thinking and problem solving skills, Block diagram and flow charts
INC221	BASIC ELECTRONIC FOR SENSORS AND ACTUATORS	Introduction to sensors and actuator in automation systems. sensing principles for the measurement of light, motion, force, using analog and digital transducers; actuating principles for continuous and discrete drive actuators and small DC motors; methods for signal collection, signal conditioning, electric power transmittion and analysis.
INC222	ELECTRONICS FOR AUTOMATION SYSTEMS	Basic semiconductors, Diodes and applications, Basic DC power supplies, Transistors and applications, Operational Amplifiers and applications, Sensors and interfacing circuits, Driver circuits for electronic control devices, Optoisolator, Basic motor controls
INC223	DIGITAL SYSTEM DESIGN	Synchronous-Asynchronous circuits, Medium-scale IC, Encoder-Decoder, Multiplexer-Demultiplexer, Counter-Shift register, A/D- D/A converter, Digital circuit design with Microcontroller
INC224	DIGITAL SYSTEM	Computer architecture and its operations, Central Processing Unit (CPU), Memories (i.e., RAM, ROM, Flash, etc.), Numeral systems, Base conversion (i.e., Decimal, Binary, Octal, Hexadecimal), Logic and Logic gates, Digital Circuits, Encoder and Decoder circuits, Digital and Clock signals, Synchronous and Asynchronous circuits, Digital circuit design for controlling interfacing devices, Microprocessor and Microcontroller architectures including their operations, Microcontroller programming for computational and control.
INC225	ELECTRONICS AND DIGITAL LABORATORY FOR AUTOMATION ENGINEERING	Basic electrical and electronic measurements, Basic electrical and electronic measuring instrument (Multimeter, Oscilloscope, Function generator, etc), Diodes, Basic DC power supplies, Transistors, Filters, Operational amplifiers, Digital circuits.
INC226	ELECTRICAL AND ELECTRONIC MEASUREMENTS	Definition of measurement such as error, accuracy, precision, linearity etc., Calibartion, Traceability. Concept of electrical parameter measurement for DC and AC such as voltage, current, resistance, impedance, electrical power, etc., Concept of electrical and electronic instruments include how to uselimitation and effect of using.
INC227	INDUSTRIAL ELECTRONICS	Introduction to industrial electronics, Electrical system for industrial, Power electronic devices, Driver circuits for electronic control devices, Optoisolator, Phase control principle, AC to DC converters, DC to DC converters, Pulse width modulation(PWM) techniques, DC to AC converters, Electrical to mechanical energy conversion, Fundamental of electrical motor drives, Electronic motor control principle, Electric motor drives and controls
INC228	TEST AND ELECTRONIC MEASUREMENT SYSTEMS	Definition of measurement based on digital circuit such as bit’s resolution, sampling, error, count, etc. Principle of DC and AC signal measurement based on digital method such as voltage, impedance, frequency, period, etc. Principle of signal generator (voltage and current) for calibration. Using and effect of electronic instrument. Modern measurement system.
INC232	SIGNALS AND SYSTEMS	Basic signals and systems, a relationship between input signal and output signals, signal types and system types, Convolution, Continuous-time Fourier series and Fourier transform, the Laplace transform and its application to analyse continuous-time linear time invariant systems, Frequency response functions of linear time invariant systems, Sampling theorem, Discrete-time Fourier transform, Discrete Fourier transform, z-transform and z-transfer function representations, Frequency response functions of discrete-time linear time invariant systems, Introduction to filter design.
INC233	SIGNALS AND SYSTEMS FOR AUTOMATION ENGINEERING	Introduction to Signals and Systems, Fundamental signals, Linear Time Invariant Systems, Techniques to find time response of linear time invariant system, Convolution Integral, Frequency response, Transfer function, Passive and active analog filter design, Frequency spectrum, Software analysis for signals and systems.
INC234	SYSTEMS MODELLING AND ANALYSIS	Introduction to System Dynamics, Linear Models. Modelling of Mechanical, Electrical, Fluid, Thermal System and Inter-Domain Systems. Solution methods for dynamic models. Differential equation, Laplace transform. State-Variable Models and Simulation Methods. Transient response. Block diagram. Stability analysis. Steady state error analysis. Introduction to feedback control.
INC241	COMPUTATIONAL TECHNIQUES FOR ENGINEERS	Programming in MATLAB and Python, Vectors and matrices, Linear transformations and linear equations, Solutions of linear equations by matrix factorizations, Vector spaces and subspaces, Linear independence, Rank, Eigenvalues and eigenvectors, Similarity transformation, Functions of square matrices, Interpolation and extrapolation, Linear least-squaresmethod, Numerical differentiation and integration, Numerical solutions of ODEs
INC242	DATA STRUCTURES AND ALGORITHMS	Basic concepts of data structures and algorithm design strategies on sorting, searching, stacks, queues, linked lists, priority queues, maps and hash tables, trees, sets, and strings. Topics includes analysis of algorithm efficiency, recursion, brute-force, divide-and-conquer, pattern-matching algorithms, graph algorithms, dynamic programming, greedy techniques, and limitation of algorithms. Weekly lab sessions.
INC251	PROGRAMMABLE LOGIC CONTROL	Structures of PLC, function of modules, Input-output module, power supply module, central processing unit module. Application of PLC to sequence control, types of programming languages, and commands. Laboratories using models of real-world applications e.g. elevator control, motor control, conveyor control, data processing, data communication, and simple Man-Machine-Interface (MMI).
INC261	DATA MANAGEMENT	Data management concepts considering on design and implement an application of data modeling, data model quality, normalization, relational database operations, data storage structure, data processing architecture, managing data exchange, basic data visualization, data warehousing technologies, data mining technologies, approaches for big data processing, privacy and security.
INC331	CONTROL SYSTEM DESIGN	Review of principles of closed-loop control, stability and time response analysis, Performance specifications of a control system, Root-locus analysis and design, Analysis and design of common compensator structures using frequency response methods, Introduction to digital control, Relationship between s and z domain, Design of digital control systems for sample-data systems using Bode diagrams and the root-locus technique,Implementation and evaluation of control strategies on computer-aided design software.
INC332	FEEDBACK CONTROL SYSTEM	Review of principles of closed-loop control, stability and time response analysis, Performance specifications of a control system, Root-locus analysis and design, Analysis and design of common compensator structures using frequency response methods, Computer aided design software for control system analysis and design.
INC341	EMBEDDED SYSTEMS AND APPLICATIONS I	Computer and microcontroller components, Operations of hardware and software of computer and microcontroller, Processor, Memories, Interfacing devices of microcontroller systems, Basic assembly language, Embedded C programming, Software design and development for controlling interfacing devices, Software design and development for controlling interfacing devices, Software design and development for monitoring and control, Software design and development for data communication.
INC342	EMBEDDED SYSTEMS AND APPLICATIONS II	Embedded system components, Embedded system for monitoring and automation control, Operations of microcontroller peripherals, Standard protocols, Embedded C programming, Software design and development for real-time multitasking, Software design and development for machine communication, Software development based on Real-time Operating System (RTOS).
INC343	COMPUTER-BASED CONTROL AND MONITORING SYSTEMS	Computer-based control and monitoring systems, Hardware and software used in Computer-based monitoring and control systems, Computer software design and development for automation systems, Industrial standard protocols, Internet-of-Things, Web-based software development for control and monitoring systems, Computer and embedded systems data communication, Data management, Data analysis and visualization, Software development for Internet-based monitoring and control applications.
INC351	BASIC ENGINEERING STATICS AND QUALITY CONTROL	Fundamental of probability, Continuous random variables, Discrete random variable, Random generator, Multiple random variables, Joint density function, Random process, Analysis of variance (ANOVA), Introduction to statistical process control (SPC), Pareto diagram, Cause and Effect diagram, Variable control charts, Attribute control charts, Process capability, Multivariable statistical process control, Real time SPC.
INC352	INDUSTRIAL PROCESS MEASUREMENT	Introduction to instrumentation and process control system, Instrument characteristics, Static and dynamic characteristics of signals, Signal conditioning and Noise reduction techniques, Temperature Measurement, Pressure Measurement, Level Measurement, Flow Measurement, Force and Torque Measurement, Motion and Dimension Measurement, etc, Selection of Instruments
INC353	PROCESS CONTROL SYSTEM AND INSTRUMENTATION DRAWING	Introduction to process control and instrumentation drawing. Process control and instrumentation equipment. Symbols and abbreviations. P&ID diagram. SAMA diagram. Protection code. Hazardous area Code. Color code. Piping specifications and related standard.
INC354	FACTORY AUTOMATION DESIGN	Advance IEC 61131-3 programming language, SFC, IL and ST, data communication, and simple Man-Machine-Interface (MMI), servo control, introduction to robotic, large scale supervisory data acquisition and control system (SCADA), introduction to production batch execution, control and monitoring standard ISA S88. Plant floor and IT data communication, OPC, web base interface, IIoT, introduction to network security. Introduction to TPS, TPM, TQM and LEAN AUTOMATION system and design.
INC355	PROCESS AUTOMATION DESIGN	Industrial proccess control philosophy and definition referring to ISA standrd, Analysis and design in industrial process control philosophy: single loop, cascade, ratio, override, split-range, feed-forward, and MIMO control, Analysis and design in both mathematical domain and practical implementations.
INC361	DIGITAL FACTORY TECHNOLOGIES	OSI reference model (7 layers), Fundamentals of data communication, Analog and Digital modulation, Medium Access Control methods (Master Slave/Token Passing/CSMA), Network and Transport protocols, Wireless data communication, ISA 95 Model in automation, Sensor networks, Fieldbus Networks, Control Level Networks, Wireless Sensor Networks, Industrial Middleware (OLE for process control), Database Technology, Web Technology, Cloud Computing, MES, Cyber Security in Automation, Functional Safety System, and Industry 4.0 Technology.
INC362	INTRODUCTION TO DATA SCIENCE FOR AUTOMATION SYSTEMS	This course introduces basic concepts and techniques of data science for automation. Data analytic thinking. Exploratory data analytics. Data storage and processing. Service-Oriented architecture and its application. Data visualization. Automation problems and data science solutions. Data analytical tools. Intelligent techniques for data science topics
INC363	MANUFACTURING EXECUTION SYSTEM	Introduction of Manufacturing Execution Systems (MES). Basic Manufacturing Line. Elements of Simple Process system: Entities, Attributes, Resources, and Queues. Definitions in Simple Process System: Work in Progress, Throughput, Cycle Time, Bottleneck rate, Raw process time. Randomness in manufacturing process. Random generator. Simulation of manufacturing process by ARENA software. Schedule rule and utilization. Plant Information System. Database system design by IDEF0 and IDEF1X. Dashboard for manufacturing performance.
INC364	FINANCIAL AND MANAGERIAL ACCOUNTING FOR ERP SYSTEM	Introduction to accounting and finance. Users of accounting information. Key characteristics of accounting information. Financial statement. Income statement. Preparing financial statement. Cash flow statement. Financial ratio indexes. Accounting Information Systems. Enterprise Resource Planning. Financial Accounting in manufacturing process. Fundamental of management accounting and cost accounting. Behaviors of costs. Full costing. Overheads. Job costing. Batch costing. Sources of finance. The role of stock exchange. Managing inventories. Receivables and cash. Investment decisions. Time horizon of plans and budgets. Business Report Systems. Business Intelligence and Business Analytics. Corporate Performance Management.
INC381	INDUSTRIAL TRAINING	All students are required to undergo industrial training for a minimum period of six weeks during Universitys summer break.
INC382	WORK INTEGRATED LEARNING PREPARATION	Principles, concepts and processes of cooperative education. Related rules and regulations. Basic knowledge and techniques in job application. Basic knowledge and techniques in working. Communication and human relations. Personoality development. Quaity management system in workplace. Presentation Techniques. Report writing.
INC411	INDUSTRIAL SAFETY	Nature of accident in industry. Need of accident prevention. Accident causation theory. Safety Organization and principles of safety management. Study of hazard analysis and loss control in the workplace. Human factors. System safety techniques, Safety Laws, and Safety in specific hazard such as fire protection, materials handling, electricity, toxic materials, flammable and explosive materials and Occupational health.Functional Safety for industry, Basic design of Safety Instrumented System (SIS) referred to IEC 61508 and IEC 61511
INC433	MODERN CONTROL THEORY USING STATESPACE METHOD	State equations and state variables, Matrix operation, Rank, Linear dependency, Vector, basis, Linear operator, Functions of matrices, Eigenvalue and Eigenvectors, Solution of state equations, Stability of linear systems, Controlability and Observability, Transformation of state equations and transfer functions, Linear feedback design (state feedback, output feedback and observer design), Matlab program forstate space system design.
INC461	DEEP ARTIFICIAL NEURAL NETWORKS AND ARTIFICIAL INTELLIGENCE	Intro to Artificial Intelligence and history. Search Techniques. Concepts of neural network and machine learning. Loss Definition, Gradient Descent. Convolutional neural network. Recurrent Neural network. Autoencoders. Generative Models. Reinforcement learning.
INC471	CONTROL AND INSTRUMENTATION ENGINEERING PROJECT STUDY	An individual or a group of students proposes a topic related to control and instrumentation engineering, study the topics feasibility, and design the overall system under the qualified faculty supervision.
INC472	AUTOMATION ENGINEERING PROJECT STUDY	An individual or a group of students proposes a topic related to automation engineering, study the topics feasibility, and design the overall system under the qualified faculty supervision.
INC491	SPECIAL TOPIC I : OPTIMIZATION TECHNIQUES IN ENGINEERING	Introduction to Optimization, Mathematical Modeling, Unconstrained Optimization, Discrete Optimization, Genetic Algorithms, Constrained Optimization, Robust Optimization, Dynamic Optimization
INC492	SPECIAL TOPIC II : REVERSE ENGINEERING	Study the relevant engineering principles from the example of a device or system taken as an example. Electrical appliances, industrial controllers, control valves, vending machines, robots, factory control systems, etc., including equipment and systems that are of interest at present. Analyze the samples studied and propose ideas for improvements or new designs with modern technology.
INC492	SPECIAL TOPIC II : INTRODUCTION TO DATA SCIENCE	This course introduces basic concepts and techniques of data science for automation. Data analytic thinking. Exploratory data analytics. Data storage and processing. Data visualization. Automation problems and data science solutions. Data analytical tools. Intelligent techniques for data science topics includes: Statistical inference, Supervised learning: linear regression, k-neatest neighbor, logistic regression, decision tree, and support vector machine, Unsupervised learning: k-means clustering, principal component analysis.
INC492	SPECIAL TOPIC II : PYTHON LANGUAGE FOR EMBEDDED SYSTEMS, FRONT-END, AND BACK-END	Software design and development using Python language, Python for embedded systems, Sensors and programming for signal processing, Actuators, and programming for control. Python for front-end applications, Python for back-end applications, Software development for computer and microcontroller cooperations, User interface (UI) development for automation systems, Data processing and data management, Applying Machine Learning (ML) and Artificial intelligence (AI) for automation systems.
INC492	SPECIAL TOPIC II : UX/UI DESIGN AND INDUSTRIAL APPLICATIONS DEVELOPMENT FOR INDUSTRIAL AUTOMATION	UX/UI for Industrial, UX/UI design concepts and workflow, Using UX/UI design software, Creating presentation materials for industrial works, Dashboard design for industrial data visualization, Creating animated presentation media, Application simulation (both operation and usage), UX/UI design for automation system (both control and monitoring), Industrial applications development for industrial automation systems, UX/UI design and development based on customer requirements and professional presentation.
INC492	SPECIAL TOPIC II : DIGITAL TWINS AND CYBER SECURITY FOR INDUSTRIAL AUTOMATION	Digital Twins and Cyber Security for automation systems, Digital Twins design for control and monitoring, System design technique to avoid cyber-attacks, Using 3D modeling software, Industrial robots and machines design for digital twin systems, Automation system development for cyber-world, Simulations of robots, machines, and systems. Programming for digital twin systems, real-system and cyber-system synchronization, Applying Digital Twins and Cyber Security in industrial automation systems.
INC492	SPECIAL TOPIC II : AI-DRIVEN HARDWARE-IN-THE-LOOP WITH DIGITAL TWINS FOR EMBEDDED SYSTEMS AND INDUSTRIAL AUTOMATION	This course examines the convergence of artificial intelligence, hardware-in-the-loop simulation, and digital twin technologies in embedded systems and industrial automation. Students explore AI algorithms that enhance HIL testing accuracy and efficiency while creating sophisticated digital replicas of physical systems. The curriculum covers real-time data processing, machine learning for system optimization, predictive analytics, and intelligent fault detection. Practical components include developing AI models for equipment monitoring, implementing digital twins for manufacturing processes, and designing HIL test environments for embedded controllers. Students gain hands-on experience with industrial sensors, actuators, and control systems while learning to integrate AI-driven decision-making into automated workflows. The course prepares students to design next-generation intelligent systems that seamlessly blend physical hardware with virtual intelligence.
INC493	SPECIAL TOPIC III : DATABASE APPLICATION AND SYSTEM DESIGN	Database concepts focusing on design and implement an application with a database, relational databases, SQL, Database system analysis, Database design and implementation, Concept of database performance and tuning, and NoSQL databases. This class will breakdown the system design of commercial application for elaborating the importance of database selection towards the performance of the software.
INC493	SPECIAL TOPIC III : SMART MATERIAL AND SOFT ROBOTICS	This course introduces engineering students to the fundamentals and applications of smart materials and soft robotics. Smart materials are substance capable of altering their properties in response to external stimuli such as light, temperature, or pressure. Soft robotics focuses on designing robots that mimic the movements of functionalities of living organisms, emphasizing safety, high flexibility, and adaptability to diverse environments. The course highlights various applications, including healthcare, exploration, and automation systems, to provide students with understanding of the potential and design principles in this innovative field.
INC690	SPECIAL TOPIC I : DEEP NEURAL NETWORK AND ARTIFICIAL INTELLIGENCE	Over the past decade, artificial neural networks have seen significant developments, enabling artificial intelligence systems to achieve unprecedented capabilities and even surpass human intelligence. This course will begin by reviewing the history of artificial intelligence development, then moving on to discussing artificial neural networks, using Tensorflow as our primary tool. We’ll also cover the challenges inherent in building deep neural networks, as well as current learning techniques that can overcome them. We’ll then cover convolution networks for image processing, recurrent networks for time series data processing, reinforcement learning for games, and unsupervised learning techniques, which are divided into autoencoder and generative models.
INC690	SPECIAL TOPIC I : INTRODUCTION TO DATA SCIENCE	This course introduces basic concepts and techniques of data science for automation. Data analytic thinking. Exploratory data analytics. Data storage and processing. Data visualization. Automation problems and data science solutions. Data analytical tools. Intelligent techniques for data science topics includes: Statistical inference, Supervised learning: linear regression, k-neatest neighbor, logistic regression, decision tree, and support vector machine, Unsupervised learning: k-means clustering, principal component analysis.
INC691	SPECIAL TOPIC II : OPTIMIZATION TECHNIQUES IN ENGINEERING	Introduction to Optimization, Mathematical Modeling, Unconstrained Optimization, Discrete Optimization, Genetic Algorithms, Constrained Optimization, Robust Optimization, Dynamic Optimization
INC691	SPECIAL TOPIC : MODERN CONTROL THEORY USING STATE-SPACE METHOD	State equations and state variables, Matrix operation, Rank, Linear dependency, Vector, basis, Linear operator, Functions of matrices, Eigenvalue and Eigenvectors, Solution of state equations, Stability of linear systems, Controllability and Observability, Transformation of state equations and transfer functions, State feedback, Output feedback and observer design, Matlab program for state space system analysis and design.
INC693	SPECIAL TOPIC IV : PYTHON LANGUAGE FOR EMBEDDED SYSTEMS, FRONT-END, AND BACK-END	Software design and development using Python language, Python for embedded systems, Sensors and programming for signal processing, Actuators, and programming for control. Python for front-end applications, Python for back-end applications, Software development for computer and microcontroller cooperations, User interface (UI) development for automation systems, Data processing and data management, Applying Machine Learning (ML) and Artificial intelligence (AI) for automation systems.
IND125	APPLICATION OF FORM AND DESIGN VARIABLES	Principles of design. Design variables. Form design for product usability. Form design for product affordance. Form design for group identity and meaning. Form design and product branding.
IND201	INDUSTRIAL DESIGN AND HUMAN FACTORS	User-centered design project. Application of physical, psychological, cognitive, social and cultural human factors in design processes: user research, finding design opportunities, design concept and development, and design validation. Communicating design for functionality, usability, suitability, feasibility and desirability.
IND202	INDUSTRIAL DESIGN AND BUSINESS	Marketing-focused design project. Application of business and marketing knowledge to market-driven design development. Communicating competitive product and service design.
IND218	PSYCHOLOGICAL AND COGNITIVE HUMAN FACTORS	Psychological and cognitive human factors in design. Perception, sensory and interaction. Learning process. Cognition. Memory. Motivation. Emotion. Attitude. Personality. Application of appro-priate research, design and user testing for interface and interaction design.
IND256	SPECIAL TOPIC STUDY I : JEWELRY AND SMALL METALSMITHS DESIGN	This class is suitable for Participants who would like to learn jewelry making from basic to advance. The Participants will learn many techniques and getting the special exercises of jewelry making to develop your skill and creative concept in your own way. Participants work in copper, brass, sterling silver.
IND257	SPECIAL TOPIC STUDY II : LEATHER DESIGN APPRECIATION	Introduction to materials by types, functions, look and feel, and the usage. Learning by doing of craft and hand make leather, by using different of tools, stitch type, and finishing. Finally will learn and Design leather products by creating the final and complete the project from start to finish the production process.
IND302	COLLABORATIVE PRODUCT DEVELOPMENT II	Project based learning. Practice with real design work in terms of knowledge, methods and tools. Collaborative design projects with external partners. Multidisciplinary work. Various possible project topics, scope of work and stages of design.
IND303	INDUSTRIAL DESIGN INTERNSHIP	Supervised field experience in industrial design offices. Understanding the practice of industrial design. Minimum of 8-week -full-time internship in industrial design or relevant design office, R&D department, or relevant research project.
IND321	SUSTAINABLE DESIGN	Principles of Sustainability: Planet, People and Profit. Importance of sustainable development. Roles and responsibility as individuals and designers towards sustainable development. Different sustainable design approaches. Application of sustainable design knowledge into practice.
IND322	DESIGN AND SOCIETY	Expanding the borders of industrial design to social context. Social innovation. Open source design. Design for future. Collaborative design. Learning from one another. Design as a tool for self-improvement. Design and politics.
IND331	INDEPENDENT STUDY I	Study and exploration on a special study topic of the faculty’s and the students mutual interest.
IND337	TEXTILE PRODUCT DESIGN	Basic knowledge and application of textiles and fibers. Characteristics and properties. Surface treatment and decoration. Printed textiles design. Three dimensional construction product using textile materials and techniques. Basic textile assembly techniques. Design briefs in textiles design projects. Trend and target groups understanding for textile product design.
IND402	INDUSTRIAL DESIGN COMPREHENSIVE PROJECT	Student initiated 1-semester design project. Demonstation of mastering the design knowledge, processes and skills. Ability to work independently. Project documentation. Self-evaluation.
IND425	INDUSTRIAL DESIGN COMPREHENSIVE PROJECT PREPARATION	Preparation for IND 402 Industrial Design Comprehensive Project. Design research to identify project topic and scope. Project planning. Initiation of design statement.
INT100	DESIGN THINKING	Design thinking concepts, practice techniques in emapathize, define, ideate, prototype and test.
INT101	DISCRETE MATHEMATICS	Propositional logic, predicate logic, logical connectives, truth tables, logical equivalence, tautologies, proof techniques, principles of boolean algebra and boolean functions, sets and set operations, power sets and cartesian products, functions and relations, one-to-one function, onto function, and bijective function, composite function, inverse function, basic principles of combinatorial mathematics, permutations, combinations, generating functions, recurrence relations, principle of inclusion-exclusion, sequences and series, mathematical induction, graphs and trees, finite state machine and regular expression
INT102	WEB TECHNOLOGY	The impact of the World Wide Web technology. Web architecture. HTTP/HTTPS, static and dynamic HTML, CSS, and web multimedia. Website creation. Concepts of asynchronous and synchronous communication on the web. Characteristics of web-based and mobile-based media.
INT105	BASIC SQL	Creating simple database structures. Writing basic Structured Query Language (SQL) statements, expressions, sorting, selecting data using arithmetic operations, comparison operations and logic operations, using basic functions and aggregate functions, set operations, displaying data from multiple tables and writing SQL statements to manipulate data.
INT110	BUSINESS THINKING	The essence of a business mindset and entrepreneurship; How a business mindset contributes to personal and organizational success; Basic introduction to SWOT analysis, strategic thinking and planning, and decision-making models
INT120	UX/UI DESIGN FUNDAMENTALS	Fundamental knowledge about designing user-centered experiences; the processes and techniques in user experience design; Design tools, such as Personas or User Journey Maps; Human factors, cognitive psychology, usability standards, accessibility standards; Basic knowledge of designing user interface components
INT130	COMPUTING PLATFORM BASICS	Introduction to computing platform, basic data representation, hardware components overview, operating system overview, file system basic, virtualization basic, cloud computing and services, desktop OS installation and setup, IT services such as directory service, file sharing service, and web server
INT131	COMPUTING PLATFORM PRINCIPLES	Fundamentals of computing architecture and hardware components, fetch-decode-execute cycle, memory hierarchy, I/O interface, operating system principles, concurrency and race conditions, virtual memory
INT132	LINUX FUNDAMENTALS AND SHELL SCRIPTING	Basic Linux commands such as file systems operations and redirections, including basic shell scripting.
INT133	COMPUTER NETWORKS	Overview of TCP/IP suite layers and services, Internet applications and protocols such as web, email; operations of network protocols such as TCP, UDP, TLS, IP, domain name, port and IP address; network equipment and their functions; Ethernet LAN and Wireless LAN, cables, network services such as DNS, DHCP, Proxy, and VPN.
INT134	SYSTEM DEPLOYMENT	Deployment of web application on Linux virtual machine. Installation of server software, server configuration, building web application using package manager, container technology, and trouble-shooting.
INT135	BASIC SECURITY	Usable security, mitigation and recovery, operational issues, reporting requirements, cloud security, personnel and human security, social dimensions
INT140	COMPUTATIONAL THINKING	Fundamental concepts needed for solving computational problems: decomposition, pattern recognition, abstraction, and algorithmic thinking.
INT141	BASIC PROGRAMMING	Basic Programming Concepts, Data Types, Expressions, Statements, , Control Structures, Array, Objects, Functions
INT142	SOFTWARE DEVELOPMENT TOOLS	Popular Integrated Development Environments (IDEs); Setting up projects, writing code, and using debugging features; Using build automation tools to streamline compilation and packaging; Introduction to version control systems; Utilizing tools like GitHub for code collaboration and peer review; Introduction to project management tools
INT143	SOFTWARE PROCESS FUNDAMENTALS	The goal of software development; Software development activities; Waterfall life-cycle model; Introduction to iterative and incremental development
INT144	AGILE SOFTWARE DEVELOPMENT I	Overview of Agile principles and the Agile Manifesto; Comparison between Agile and traditional software development methodologies; Understanding roles and responsibilities (Scrum Master, Product Owner, Development Team); Daily stand-up
INT150	WEB TECHNOLOGY	Basic Web Technooogy, Web Architecture, HTTP/HTTPS, static and dynamic HTML, CSS and web multimedia. Web creation, CSS Layout with Flexbox and Grid, Responsive Web Design
INT151	BASIC FRONTEND DEVELOPMENT	DOM, Events, Client-Side Storages, Asynchronous Programming, Fetch API
INT161	BASIC BACKEND DEVELOPMENT	Basic REST API, Connection with Database, API Authentication and Security, Sorting, Pagination and Filtering
INT180	DATA LITERACY	Data-driven decision making concepts, understanding data, working with data, reading data and interpreting data with awareness of ethical dimensions of data, and legal issues surrounding data.
INT182	DATA SCIENCE AND ARTIFICIAL INTELLIGENCE FUNDAMENTALS	Introduction to data science, data collection and preprocessing, exploratory data analysis, feature engineering, introduction to machine learning, basic model evaluation, predictive analysis, data science tools, applications and impact of data science, ethical considerations in data science, Introduction to artificial intelligence, search algorithms and optimization, knowledge representation and reasoning, introduction to deep learning, artificial intelligence in real-world applications, artificial intelligence tools and platforms, ethical considerations in artificial intelligence, future trends and emerging technologies in artificial intelligence
INT190	BASIC SQL	Creating simple database structures. Writing basic Structured Query Language (SQL) statements, expressions, sorting, selecting data using arithmetic operations, comparison operations and logic operations, using basic functions and aggregate functions, set operations, displaying data from multiple tables and writing SQL statements to manipulate data.
INT191	RELATIONAL DATABASE CONCEPTS AND DESIGN	Introduction to databases, relational database concept, database architecture, database environment, database design using entity-relationship model, using tools for creating an entity-relationship model and normalization.
INT20101	JAVASCRIPT PROGRAMMING	JavaScript Programming : Variables, Data Types, Operators, Statements, Objects, Array, and Functions
INT20102	JAVASCRIPT IN THE BROWSER	JavaScript in the Browser: DOM, Events and Client-Side Storage
INT202	SERVER-SIDE WEB PROGRAMMING I	The basic concepts of the World Wide Web: web architectures, HTTP protocol, HTTP requests and responses, HTTP request parameters, HTTP headers. Web application architectures, application servers, simple server-side scripting. Model View Controller Design Pattern (MVC). Simple application state management: cookies and session management. Basic concepts of Object-Relational Mapping (ORM). Creating, testing, and deploying simple web applications. Standard tools, frameworks, and technologies for web.
INT203	CLIENT-SIDE WEB PROGRAMMING II	Advanced JavaScript programming: object-oriented and functional programming. Advanced client-side programming: CSS scripting, media and graphic scripting, client-side storage, history management. JavaScript libraries and frameworks. Single Page Application (SPA) frameworks. Developing, testing, and deploying client-side programs.
INT204	SERVER-SIDE WEB PROGRAMMING II	Advanced topics of web-based application development. Advanced server-side scripting. Design patterns for web-based applications. Creating, testing, and deploying web applications. Using ORM API. Advanced application state management: clustering configuration issues, URL rewriting. Concepts of distributed processing: socket programming, DCOM, CORBA, and RMI. Asynchronous JavaScript and XML (Ajax). CI/CD (Continuous Integration/Continuous Delivery). Web application tools and frameworks. Basic concepts of web services: web service architectures, WSDL, SOAP, RESTful Web API. Web application security issues: secure communication, authentication, authorization, vulnerabilities and attacks in web and mobile applications.
INT205	DATABASE MANAGEMENT SYSTEM	Introduction to databases, relational database concept, database design using entity-relationship model, normalization, writing SQL subqueries, creating view, basic data warehouse concepts.
INT206	ADVANCED DATABASE	Internal database structure, indexing, table partitioning, clustering, database replication, query optimization, database security, transaction management and concurrency control.
INT207	NETWORK I	anonymity systems, perspectives and impact, components, devices, benefits, network standards, IEEE802, data communication characteristics, IP addressing, Ethernet, client server on LAN, protocol characteristics, troubleshoot LANs and devices, network management issues, network management architecture, management console, web stack technologies, network services, OSI model, connection services, network devices, topologies, protocol suites, network standards, web services, socket programming
INT208	NETWORK II	data communications and telecommunications models, digital signal processing, topologies, protocols, standards, architectures, LAN and WAN technologies, data communication network devices, routing algorithms and protocols, network performance, channel capacity, bandwidth, physical communication, error detection, correction, compression, robustness, expandability, throughput
INT209	DEVOPS	DevOps concepts, software development management tools such as Circle CI and Jenkins, container technology, automated deployment tools
INT210	ARCHITECTURE, INTEGRATION AND DEPLOYMENT	Introduction to the fundamentals of software architecture, fundamental principles and guidelines for software architecture design, architectural requirements, architectural styles, patterns, frameworks, architecture documentation, architecture evaluation, modern architectures such as service-oriented, cloud architecture, and mobile computing; integration of software components, continuous planning, continuous integration, continuous deployment, continuous delivery, automated testing, version control and software configuration management
INT214	STATISTICS FOR INFORMATION TECHNOLOGY	Application of statistic in data science, business and big data processing, basic statistics, descriptive statistics, inference statistics, data clustering, sampling, Bayes theory, probability distribution, normal distribution, Poisson distribution, regression, correlation, analysis of variance and data visualization, the use of statistical package
INT305	SEMI-STRUCTURED AND UNSTRUCTURED DATA MANAGEMENT	XML structure, metadata, semi-structured data, the difference between well-formed and valid XML, a document type definition, writing XML definition, namespace, XSL, XSLT, XPath and XQuery. NoSQL structure, the difference between NoSQL and SQL, document-based, key-value stores, column-based, graph-based type of NoSQL, selecting proper type of NoSQL for specific tasks, store and exchange data using JSON format
INT307	SECURITY I	Usable security, mitigation and recovery, operational issues, reporting requirements, cloud security, personnel and human security, social dimensions
INT308	SECURITY II	Security services, mechanisms and countermeasures; security properties; cyber-attacks and detection; high assurance systems; vulnerabilities, threats and risks; cryptography overview; web and mobile vulnerabilities
INT314	APPLIED MATHEMATIC FOR DATA SCIENCE	Statistic for data science, Probabilistic Data Model, Density Estimation & Related Problems, Least Squares problems, Linear algebra, Matrix algebra, Kernels and Feature Maps, Linear model, Gradient Descent and Stochastic Gradient Optimization, Singular Value Decomposition, Dimensionality Reduction, Information theory, Recursive function
INT319	IT PROFESSIONAL PRACTICE	perspectives and impact, IT governance and resource management; risk identification and evaluation, environmental issues, ethical, legal, and privacy issues, intellectual property, communications, teamwork and conflict management, information systems principles, professional issues and responsibilities
INT339	PREPARATION FOR CAREER TRAINING	Prepares students for career training, rules and conditions for training, suitable jobs for training, how to dress, work place behavior, work discipline and how to solve various problems that may arise.
INT340	CAREER TRAINING	Students will enter an experiential learning program with the industrial sector, the business sector, the government agencies or other organizations deemed appropriate for a period of at least 240 hours. Students are required to submit training report and the program provide lecturer visitation at the training site
INT350	COOPERATIVE STUDY	Students will enter an experiential learning program with the industrial sector, the business sector, the government agencies or other organizations deemed appropriate for a period of at least 16 weeks. Student is required to do the report and the program provide multiple lecturer visitations at the cooperative site
INT365	INFORMATION TECHNOLOGY CAPSTONE PROJECT I	Information technology capstone project for the second semester of junior students; Information technology project proposal, feasibility study report, system analysis and design, implementation, report and project presentation
INT366	INFORMATION TECHNOLOGY CAPSTONE PROJECT II	Information technology capstone project for senior students, continuation of Information Technology capstone Project I (INT 365), complete the implementation, testing, deployment, report and project presentation
INT421	APPLIED MACHINE LEARNING	Applying machine learning techniques to real word dataset, Data and Sampling Models, Feature, Density estimation, Feature Maps, Dimensionality Reduction, Feature Selection, Similarity and Distance measurement, Clustering Algorithms, Nearest Neighbor analysis, Probabilistic Data Model, Loss Function, Learning Approaches, Overfitting problem, Cross Validation, Regression models, Logistic Regression, Support Vector Machines, Artificial Neural Networks, Deep Neural Networks, Model evaluation and selection
INT500	BASIC OF INFORMATION TECHNOLOGY	Basic programming, receiving input, display output, conditional statement, iteration statement array, Concept of 5-layer Network network, computer processing, relational database, database tables, Structure Query Language (SQL)
INT501	FUNDAMENTAL ENGLISH FOR INFORMATION TECHNOLOGY STUDENTS I	This course aims to enhance studentsEnglish skills for the IT profession and covers speaking, listening, reading, and writing necessary in technological contexts. The syntax of English sentences as well as word tackling strategies to expand their vocabulary are highlighted throughout the course to enable students to understand and identify English sentence structure and to analyze their own strengths and weaknesses in writing. The course also focusses on presentation skills. In addition, to supplement their class-based learning, lessons online are part of the course to provide greater flexibility by incorporating all available learning tools, such as interactive media and websites in and around the lessons.
INT502	FUNDAMENTAL ENGLISH FOR INFORMATION TECHNOLOGY STUDENTS II	The emphasize of this course is on the development of technical presentations and writing skills for IT profession. The syntax of English sentences is reviewed to enable students to write clear and well-structured texts relating to their field of study and to write different types of technical reports, e.g. feasibility and proposal reports as well as technical abstracts. Presentation skills will be an on-going part of the course to ensure students can deliver a systematically developed presentation and to use English effectively for a wide range of technical topics. Lessons will also be delivered online as a part of the course to provide greater flexibilit
INT511	SELECTED TOPIC IN SOFTWARE DEVELOPMENT : FULL STACK WEB DEVELOPMENT	Learning web development both frontend and backend using web technologies: HTML, CSS and JavaScript. Developing web applications with MVC frameworks with AdonisJS. Developing RESTful APIs. Connecting relational and NoSQL databases. Using jQuery and Ajax. Developing applications supporting secure authentication
INT511	SELECTED TOPIC IN SOFTWARE DEVELOPMENT: UI DESIGN
INT520	SELECTED TOPIC IN DATA SCIENCE/DATA ENGINEERING : DATA VISUALIZATION	Understand data that will be used to analyze, Understand the purpose of each Chart, Graph, and Table to present in data visualization, Use the Power BI tool to create chart, graph and table, Link multiple data in Power BI before creating the data visualization, Use DAX function to clean and adjust data, Create the dashboard by using Power BI tool
INT520	SELECTED TOPIC IN DATA SCIENCE/DATA ENGINEERING: ARTIFICIAL INTELLIGENCE
INT530	SELECTED TOPICS IN INFRASTRUCTURE : INTERNET SECURITY (HANDS-ON APPROACH)	This course provides a comprehensive introduction to the principles and practices of internet security. Students will explore fundamental network security concepts and learn how to secure network communications by understanding the lifecycle of packets, protocol layers, and common vulnerabilities. Hands-on activities include packet sniffing and spoofing using tools such as Wireshark, tcpdump, and Scapy. Topics cover attacks on various network layers, including MAC layer attacks (ARP Cache Poisoning, Man-in-the-Middle), IP layer attacks (IP Fragmentation, ICMP attacks), and TCP protocol attacks (SYN Flooding, TCP Session Hijacking). Additionally, students will gain practical experience with firewalls (Netfilter, iptables), VPN technologies (TLS/SSL, TUN/TAP), and DNS security, addressing vulnerabilities like DNS cache poisoning and denial-of-service attacks. By the end of the course, students will have the skills to analyze, detect, and mitigate internet security threats.
INT531	SELECTED TOPIC IN INFRASTRUCTURE: SITE RELIABILITY ENGINEERING (SRE)
INT540	SELECTED TOPIC IN INFORMATION TECHNOLOGY : BUSINESS FINANCE AND DATA ANALYTICS	Learn the concept of financial management and the usage of data analytics by machine learning methods Concept of financial analysis and business management, financial statements and cashflow analysis, business performance indicators, statistical analysis, risk evaluation, international finance and relevant economics, security valuation, portfolio management, financial time series analysis and forecasting, data treatment and validation for machine learning to support the business financial analytics
INT540	SELECTED TOPIC IN INFORMATION TECHNOLOGY : MANAGEMENT INFORMATION SYSTEMS	Managing the digital firm, introduction to information age, information systems in the enterprise, management and strategy, ethics and social issues, redesign the organization with information system, managing operation, outsourcing, understanding the business value of systems and managing change, information technology economics, and data center management.
INT540	SELECTED TOPIC IN INFORMATION TECHNOLOGY : DIGITAL STARTUP AND ENTREPRENEURSHIP	Digital Startup and Entrepreneurship is a practical and theoretical-focused course. Learners can develop entrepreneurial skills for digital businesses using design thinking, lean innovation development, modern digital business models, prototyping, and testing of digital innovations in the field by target users. Learners will have innovative ideas leading to new businesses after completing the course. Learners understand the process of creating and investing in new ventures and stakeholders and related agencies such as investors, venture capitalists (VCs), government funding agencies (Seed funders), etc. Also, learners understand modern fundraising technologies such as crowdfunding, initial coin offering (ICO), etc.
INT540	SELECTED TOPICS IN INFORMATION TECHNOLOGY : DECISION SUPPORT SYSTEMS	Introduction to decision support systems, human decision- making processes, introduction to modeling and decision analysis, introduction to optimization and linear programming, modeling and solving linear programming problems, sensitivity analysis and the simplex method, network modeling, integer linear programming, goal programming and multiple objective optimization, nonlinear programming, regression analysis, discrimination analysis, time series analysis, queuing theory, simulation, and examples of decision support systems.
INT540	SELECTED TOPIC IN INFORMATION TECHNOLOGY: BUSINESS ANALYTICS	An introduction to Business Analytics, covering managerial statistical tools in descriptive and predictive analytics, including regression, forecasting, risk analysis, simulation, and data mining Decision analysis basic concepts and necessary tools. How to use basic business analytics tools in a spreadsheet environment and how to communicate with analytics professionals to effectively use and interpret analytical models. Emphasize on the use, concepts and interpretation of results rather than theory and calculations. Computer software packages are used to analyze data.
INT601	ENTERPRISE COMPUTING PLATFORM	Overview of computer architecture, fundamental of computing, computer system and components, server visualization, cloud services, overview of enterprise architecture and applications
INT601	ENTERPRISE COMPUTING PLATFORM DESIGN	Overview of computer architecture, fundamental of computing, computer system and components, server visualization, cloud services, overview of enterprise architecture and applications
INT602	DESIGN AND ANALYSIS OF ALGORITHMS	Introduction to analysis and design of algorithms, recursion, fundamental concepts of algorithm analysis, linked list, stack and their applications, queue and trees, binary search trees and AVL trees, B-trees and hashing, priority queues, heaps and binomial queues, sorting, graph algorithms, and algorithm design techniques
INT60202	BASIC AI APPLICATION DEVELOPMNET	Basic programming, introduction to web application development, 3-tier application development with database, API programming, Machine Learning (ML) model development, model-based application.
INT603	MANAGEMENT INFORMATION SYSTEMS	Managing the digital firm, introduction to information age, information systems in the enterprise, management and strategy, ethics and social issues, redesign the organization with information system, managing operation, outsourcing, understanding the business value of systems and managing change, information technology economics, and data center management.
INT603	STANDARDS, LAWS, AND COMPLIANCES FOR IT PROFESSIONALS	Standards, best practices, laws, and compliances for IT professionals. Introduction to standards covering basics of standardization, benefits and risks of standardization, standardization process, and using standards. Introduction to best practices including cost & risk best practices and service level & delivery best practices. Relevance international and local law. Details of key standards, best practices, laws for IT professionals for examples relevant ISO series, ITIL, COBIT GDPR/PDPA. Compliance to adherence to standards, best practices, and legal requirements at both IT of an organization and organization levels. Requirements for IT security, data protection, availability, and integrity for examples. Applying to both system and process levels.
INT604	ENTERPRISE DATABASE MANAGEMENT SYSTEMS	Introduction to database management system, entity-relationship model, relational model, relational algebra, structured query language (SQL), storage and index, query processing, transaction processing, relational database design, normalization, database tuning and security, distributed database management system, and integration
INT605	SYSTEMS ANALYSIS AND DESIGN	Introduction to systems analysis and design, information system building block, information system development, project management, system analysis, requirement analysis, data modeling and analysis, process modeling, feasibility analysis, system design, database design concept, input and output design, user interface design, system implementation and maintenance, and presentation
INT606	NETWORKING	Structure and components of networks; interoperability, functions and services; packet switching; layered network architectures; OSI reference model; physical layer; data link layer; media access control protocols used in local area networks ; network layer (naming, addressing, datagram service, virtual circuit service, routing, congestion control, Internet Protocol, IGMP, ICMP, SDN, NFV); transport layer (UDP, TCP, Reliable Transfer of message); application layer (http,dhcp,dns, web service); Network security
INT610	DECISION SUPPORT SYSTEMS	Introduction to decision support systems, human decision-making processes, introduction to modeling and decision analysis, introduction to optimization and linear programming, modeling and solving linear programming problems, sensitivity analysis and the simplex method, network modeling, integer linear programming, goal programming and multiple objective optimization, nonlinear programming, regression analysis, discrimination analysis, time series analysis, queuing theory, simulation, and examples of decision support systems
INT611	BUSINESS FINANICAL ANALYSIS	Concepts of economic and market forces, macroeconomic indicator, economic and financial analytic tools for managerial decisions, financial plan and forecasting, understanding financial statements, financial measures for business performance and cash flow analysis, financial risk evaluation and management, capital cost and valuation. Data minig for financial analytics
INT612	INFORMATION TECHNOLOGY PROJECT MANAGEMENT	Project management, integration management, scope management, time management, cost management and energy saving, quality management, human resource management, communication management, risk management, procurement management, project management and processes, initiating and planning, executing, controlling and closing, and information project presentation
INT613	STRATEGIC DIGITAL TRANSFORMATION	Definition of digital in Digital Transformation, digital transformation definition, Business Model, Value Proposition Design, Mapping Customer Experience, User Perception on Quality, Digital Transformation Roadmap and Approach, Digital Transformation Tool and Activity, Example of Success Business Transformation
INT614	INFORMATION TECHNOLOGY CONTROL AND AUDITS	Overview of information technology control and audit, important of information technology control and audit, information technology control and audit plans, information technology control and audit process, control and audit tools and techniques, operating systems control and audit, network devices control and audit, security devices control and audit, database control and audit, applications control and audit, framework and standards of information technology control and audit, and regulation of information technology control and audit
INT615	INFORMATION QUALITY MANAGEMENT	Information quality concepts, assessment, and problems in organizational information systems measurement, analysis, and improvement of information quality. Information quality in management policies and strategies.
INT624	DATA MINING	Introduction to data mining, data preprocessing, exploratory data analysis, statistical approaches to estimation and prediction, k-nearest neighbor algorithm, decision trees, artificial neural networks, hierarchical and k-means clustering, kohonen networks, association rules, model evaluation techniques, case study direct marketing, advanced topics, big data
INT632	ARTIFICIAL INTELLIGENCE	Introduction to artificial intelligence, types of intelligent agents, blind searches, informed/heuristic searches, AND/OR graph, game playing, alpha-beta cutoff, propositional logic and its application, first order logic and its application reasoning with uncertainty and Bayesian Network, truth maintenance system, certainty factor method, dempster and Shafter method, fuzzy logic, inductive learning, genetic algorithms, neural network, expert system, future and impact of artificial intelligence
INT651	DATA VISUALIZATION	Business intelligence and data warehouse, design and create multidimenisional data structure for analysis and support business decisions, manage and represent data for visualization using available tools.
INT690	SELECTED TOPIC IN INFORMATION TECHNOLOGY I : FULL STACK WEB DEVELOPMENT
INT691	SELECTED TOPIC IN INFORMATION TECHNOLOGY II : INTERNET SECURITY (HANDS-ON APPROACH)	This course provides a comprehensive introduction to the principles and practices of internet security. Students will explore fundamental network security concepts and learn how to secure network communications by understanding the lifecycle of packets, protocol layers, and common vulnerabilities. Hands-on activities include packet sniffing and spoofing using tools such as Wireshark, tcpdump, and Scapy. Topics cover attacks on various network layers, including MAC layer attacks (ARP Cache Poisoning, Man-in-the-Middle), IP layer attacks (IP Fragmentation, ICMP attacks), and TCP protocol attacks (SYN Flooding, TCP Session Hijacking). Additionally, students will gain practical experience with firewalls (Netfilter, iptables), VPN technologies (TLS/SSL, TUN/TAP), and DNS security,
INT693	SELECTED TOPIC IN INFORMATION TECHNOLOGY IV : BASIC LINUX ADMINISTRATION	Fundamentals of Linux administration including installation and configuration of a Linux system, managing users and groups, file permissions, and basic networking and shell scripting and automation to streamline administrative tasks
INT693	SELECTED TOPIC IN INFORMATION TECHNOLOGY IV : INTRODUCTION TO HYPERVISOR AND MASTERING VIRTUALBOX	An introduction to hypervisors, architecture and functionality of hypervisors, the benefits of virtualization, installation configuration and operation of virtual machine, creating virtual networks, snapshots and optimizing performance
INT693	SELECTED TOPIC IN INFORMATION TECHNOLOGY IV : WIRESHARK PACKET ANALYSIS	Network packet analysis including capture and analyze network traffic to diagnose network problems, detect security breaches, and understand network protocols by filtering, decoding, and interpreting packet data with Wireshark’s advanced features for in-depth analysis for network monitoring and troubleshooting
INT701	SPECIAL PROJECT STUDY	Study, requirement elicitation, analysis, design and development information technology project, develop information system as a tool for use in any organization to increase its effectiveness and efficiency, project under close supervised by advisor
INT702	RESEARCH METHODOLOGY	Observation, research process, literature review, reading and writing abstracts, formulating research questions, design thinking, building research model, writing research proposal, presenting research projects
INT703	SPECIAL PROJECT STUDY	Study, requirement elicitation, analysis, design and development information technology project, develop information system as a tool for use in any organization to increase its effectiveness and efficiency, project under close supervised by advisor
INT763	SPECIAL TOPIC I : NATURAI LANGUAGE PROCESSING	This course introduces the fundamental concepts and ideas in NLP and with leverage the use of Large Language Models (LLM). It may cover the following topics: introduction to NLP; intro to LLM; regular expressions, text normalization, edit distance; process of NLP development, automatable and non-automatable language features; introduction to language features, useful databases for NLP, ambiguity, word sense disambiguate; preparing text for NLP: cleaning text, segmenting Thai, markup, tagging, parsing; analytic models for analyzing text: stated machines, rule-based, logic, probabilistic, machine learning, and vector-space; evaluating effectiveness of applications and reporting results for users. ln addition, the course project with cover recent and practical case studies on applications such as sentiment analysis, discourse coherence, and machine translation.
INT764	SPECIAL TOPIC II : ARTIFICIAL INTELLIGENCE	FundamentaI of Artificiat lntettigence ( Al) , basic searches, advanced searches, basic knowtedqe representation and reasoning, reasoning under uncertainty, basic machine learning soft computing, basic agents. Course-Level Learning Outcomes: The student wiLt be abte to: 1. appty knowtedge of intetligent systems to the given computational problems (PLO1); 2. analyze a problem,identii/ required sotution, ptan, design, imptement, and evatuate artificial inteltigence solution with appropriate toots and a[gorithms (PLO2); 3. Make seLf- Learning in setected area and engage in continuing professional improvement (PLO3a,3b); 4. understand the professionat, ethical, legat, security and sociaI lssues and responsibilities when appty artif]ciaI intetligence soLution (PLO6c).
INT764	SPECIAL TOPIC II : APPLIED STATISTICS FOR SCIENTISTS	It covers the following topics: statistics, probability theory, probability distribution, sampling distribution, estimation hypothesis testing, test of goodness of fit and independence, analysis of variance and experimental design, simple linear regression, multiple linear regressions, and R programming.
INT770	INDEPENDENT STUDY	Independent study and research in information system and technology under school supervision
ISE610	ANALYSIS OF MODERN MANUFACTURING SYSTEMS	Classification of manufacturing systems. Development of modern manufacturing systems. Single manufacturing cell (SMC). Cellular manufacturing. Group technology. Flexible manufacturing system. Manual assembly line. Transfer lines.
ISE612	MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE IN MANUFACTURING	Introduction to Artificial intelligence and machine learning, Supervised Learning (Linear Regression, Multiple Regression, polynomial Regression, Logistic Regression, Neural Network), Unsupervised Learning, Application example of ML in manufacturing.
ISE620	OPERATIONS AND SUPPLY CHAIN MANAGEMENT	Introduction to the concept of operations and supply chain management. Process and production analysis. Services processes. Supply chain Processes. Demand Management and Forecasting. Inventory management in supply chain. Matching demand and supply planning. Lean Manufacturing.
ISE621	OPTIMIZATION AND ANALYSIS FOR MANUFACTURING SYSTEMS	Mathematical formulation of manufacturing theory and case-based application. Linear programming. Integer programming. Network model. Nonlinear programming. Metaheuristics. Decision making. Applications of software to aid decision making.
ISE622	PRODUCTION PLANNING AND SCHEDULING	Introduction to production planning and scheduling. Manufacturing and service models. Planning and scheduling in manufacturing. Planning and scheduling in services. Workforce scheduling. Sequencing and scheduling techniques. Mathematical models. Heursitics methods and solving.
ISE623	SUSTAINABLE PRODUCTION AND LOGISTICS MANAGEMENT	Carbon footprint of product and process in supply chain. Life cycle assessment. Logistics network and green transportation. Integration of production management and logistics in supply chain. Reverse logistics. Green and clean technology. Green productivity in industry. Simultaneous consideration of economic, environmental and social perspectives. Application of sustainability concept in process improvement and planning. Strategic and risk considerations. Multiple criteria and multiple objectives decision making.
ISE630	DESIGN AND ANALYSIS OF ENGINEERING EXPERIMENTS	Test of hypothesis. Analysis of variance (ANOVA). Introduction to experimental design. Basic concept and principle of engineering experimental design. Application of experimental design to engineering problems. Experimental design methods.
ISE631	DATA ANALYTICS FOR INDUSTRIAL MANAGEMENT	Basic data and statistical fundamental principles to data analytics. Different types of data analytics – descriptive, prescriptive, predictive, quantitative and qualitative. Basic data classification, data clustering, data mining and decision trees. Principles of data visualisation using common tools. Techniques in predictive analytics. Software for data analysis. Principles of data analytics for better decision-making in business and industrial management.
ISE640	LEADERSHIP STRATEGY AND EFFECTIVE MANAGEMENT	Communication with impact, managing strategic change, managing time for maximum results, conflict resolution techniques, leadership strategies, deliver results the first time, lead your team through change, steps to effective mentoring, the road to negotiating success, create a blueprint for team success, how to inspire innovation, how to create consensus, the leaders mindset, how to improve workplace performance, increase accountability and responsibility, stimulate strategic thinking, strategies for dealing with dissatisfied customers, techniques to increase morale and motivation
ISY101	BASIC PROGRAMMING FOR MACHINE LEARNING	Fundamental concept of programming including programming environments, data types and dynamic typing, data structure, control Flows, input and output control statements, function, and file I/O. Fundamental packages for scientific computing and visualizing data: data wrangling, Exploratory Data Analysis (EDA) and EDA techniques. Basic machine learning model building: basic concept of machine learning, machine learning packages, classification, and clustering.
ISY10201	FOUNDATION OF LIVING THINGS	Students have basic knowledge of basic knowledge of the molecular basic of life in theory, biology of the cells, principal of Molecular Biology and diversity of life on earth and their current biotechnology applications. The students understand the basic molecular mechanisms that cells can live. Student can describe about the current biotechnology applications related to the topics.
ISY10202	EVOLUTION PROCESS AND ADAPTATION OF LIVING ORGANISMS	Students have basic knowledge of the molecular basic of Genetics and Heredity, and modern Evolution theory. The students can describe the basic molecular mechanisms that cells can response to the environment. Student can describe about the current biotechnology applications related to the topics.
ISY10203	BIOTECHNOLOGY AND THE CURRENT ISSUES	Students use basic knowledge in biology to describe about the interested biotechnology applications and can give opinions about biotechnology usage, bioethics, biosafety and biosecurity measures to use bio-related technology in different aspects.
ISY10301	FORCE ENERGY AND MOTION	Vector, Motion of particles in one and two dimensions, Free body diagram, Newtons laws of motion, Energy and Momentum
ISY10302	ROTATIONAL MOTION AND WAVE	Rotation of a Rigid Object About a Fixed Axis, Angular momentum Oscillation, Wave motion, Sound Waves.
ISY10303	INTRODUCTION TO FLUID MECHANICS AND THERMODYNAMICS	Pressure, Continuity equation, Bernoulli’s equation and its applications, Temperature, The zeroth law of thermodynamics, The first law of thermodynamic and its application, Kinetics theory of gas, Heat engine, Entropy, The second law of thermodynamics.
ISY10401	INTRODUCTION TO ELECTROSTATIC FIELD AND IT’S APPLICATION	Phenomena of electro statice filed, introduction to vector manipulation Coulomb’s Law, Gauss’s law, di-electric material and application for electro static: Capacitor(C) design and computation simple capacitor
ISY10402	INTRODUCTION TO MAGNETOSTATIC FIELD AND IT’S APPLICATION	Phenomena of Magneto statice filed, Biot-Savart’s Law, Ampere’s Law, Lorentz’s force law, Faraday’s Law, magnetic material and application for magneto static: Inductor(L) computation simple inductance
ISY10403	INTRODUCTION TO ELECTROMAGNETIC WAVE AND MODERN PHYSICS	Electromagnetic waves, properties of light, wave-particle duality, photoelectric effect, Comptons effect, Bohr’s atomic model, matter wave, Heisenbergs uncertainty principle.
ISY10501	ATOMS TO MOLECULES AND MASS RELATIONSHIPS IN CHEMICAL REACTIONS	Basis of the atomic theory and Electronic structures of atoms, Periodic properties: representative elements and transition metals. Chemical bonds: the formation of a chemical bond between two or more atoms, molecules or ions to give rise to a chemical compound. Differentiate between ionic, covalent and metallic bonding, and classify the bonding in a compound as ionic, covalent or metallic. Classify a reaction as either: synthesis, decomposition, single replacement, double replacement or combustion, based on its chemical equation. Balance a chemical equation using whole number coefficients. Apply a specific problem solving method to successfully answer any stoichiometry problem.
ISY10502	PROPERTIES OF MATTER	Describe what matter is, state different characteristics that can be used to describe matter, explain the melting and boiling points of a substance, describe with examples how the properties of substances (Ex. Hardness, thermal and electrical conductivity) can differ, and describe the properties of matter: solid, liquid, and gas.
ISY10503	CHEMICAL REACTIONS	Kinetics: the concept of rate of change associated with chemical change, recognizing that the rate of change and how it can be measured. Determine rate law of chemical change based on experimental data. Chemical Equilibrium: The mass action expression for homogeneous and heterogeneous equilibria. Ionic Equilibrium: The strength of an acid (or base) as determined by the percent of ionization in solution. Determine the pH of a strong acid or base solution, the pH of a weak acid or weak base solution, the pH of the solution made from the salt and the buffer solution. Electrochemistry: The anatomy/attributes of an electrochemical cell.Compare electrolytic and galvanic cells. Understand electrochemical cell potential in the context of electrolytic and galvanic cells.
ISY10601	LIMITS OF FUNCTIONS AND DERIVATIVES	Limits and Continuity : The concept of limit, Computation of limits, Limits involving infinity, Continuity, Limits and continuity of trigonometric functions The Derivative : Slopes and rates of change, The derivative, The chain rule, Higher order derivatives, Derivatives of transcendental functions (Trigonometric, Inverse trigonometric, Logarithmic, Exponential, and Hyperbolic functions), Implicit differentiation, Indeterminate forms and LHopitals rule
ISY10602	INTEGRALS	Integration: Antiderivatives and indefinite integrals, The definite integrals, Average values and the fundamental theorem of calculus, Integration by substitution, Techniques of integration (Integration by parts, Integration of rational functions using partial fractions) Applications of the Definite Integrals: Area between curves Improper Integrals: Improper integrals with infinite intervals of integration, Improper integrals with infinite discontinuities in the interval of integration, Improper integrals with infinite discontinuities over infinite intervals of integration Numerical Integration: trapezoidal rule and Simpson’s rule
ISY10603	FUNCTIONS OF SEVERAL VARIABLES AND APPLICATIONS OF DERIVATIVES	Function of several variables: Graph of equation, Limit and continuity, Partial derivative, Differentials, Chain rule, Linear approximation, Critical points, Second order partial derivative, Relative extrema, Maxima and minima, Saddle points. Applications of Derivatives: Applied maximum and minimum problems, Related rates.
ISY10701	MULTIPLE INTEGRALS	Polar Coordinates, Areas in Polar Coordinates, Definite Integral over Plane and Solid Regions, Double Integrals, Double Integrals in Polar Form, Transformation of Variable in Multiple Integrals, Triple Integrals in Rectangular Coordinates, Triple Integrals in Cylindrical and Spherical Coordinates.
ISY10702	SEQUENCES AND SERIES	Sequence, Series, Integral test, Comparison test, Limit comparison test, Ratio test, Root test, Alternating series, Absolute convergence test, Conditional convergence test, Binomial Expansion, Power series, Taylor series, Periodic function, Fourier series, Application of series
ISY10703	BASIC OF VECTORS AND MATHEMATICAL INDUCTION	Mathematical Induction, Scalar and Vector, Inner product, Cross product, Scalar product of three vectors, Line and plane in 3 Dimensional Space
ISY10801	VECTOR CALCULUS	Vector function, curves, tangent, velocity and acceleration, curvature and torsion of a curve, gradient of scalar field, divergence of a vector field, curl of a vector field. Vector integration, line integrals, surface integrals, volume integrals.
ISY10802	DIFFERENTIAL EQUATIONS	Basic concepts, types, order, degree. First order equations, separation of variable, homogeneous equations, exact and non-exact equations, integrating factor, first order linear equations, Bernoullis equations. Higher order equations: linear equation, solution of linear equation with constant coefficients and with variable coefficients. Applications of first and second order equations. Laplace transforms, inverse Laplace Transform, solving the ordinary differential equations using Laplace transforms, introduction to partial differential equations.
ISY10901	INTRODUCTION TO ELECTRICAL CIRCUITS	Basic electrical circuit analysis, Elements of an electrical circuit, Basic electrical circuit laws, Analysis of steady-state direct and alternating current responses, Complex power analysis, Basic 3-phase power. Using measuring instruments for practical experiments correctly and safely
ISY20101	VECTOR SPACE	Finite dimension of vector spaces, Subspaces, Linear combination, Span, Linear Independence, Bases and dimensions, Coordinates, Change of basis, Inner product space, Orthogonality and Gram-Schmidt Process.
ISY20102	LINEAR TRANSFORMATION	Linear Transformation, Matrix Representation of Linear Transformation, Kernel, Range and Rank-Nullity Theorem, Isomorphism, Eigenvalues and Eigenvectors, Diagonalization of matrices, matrix decomposition, Canonical forms for linear transformations, Application to conic section.
ISY20103	MATRIX COMPUTATIONS FOR DEEP LEARNING	Algebra of matrices, Determinant, Inverse of Matrices, Rank of matrices, Systems of Linear Equations, Cramers rule, Matrix Computations for deep learning.
ISY202	DISCRETE MATHEMATICS, DATA STRUCTURE AND ALGORITHMS	Sets, Matrices, Tensors, Mathematical Induction, Languages and Grammars, Finite-State Machines, Automata and Language Recognition, Turing Machines, Discrete Functions, Arrays, Linked lists, Lists, Queues, and Stack, Graphs and its Applications, Trees and its Applications, Loops, Recursion, Computational Complexity and Growth of Functions, Sorting and Searching
ISY20301	PROBABILITY DISTRIBUTIONS	Probability theory. Axioms for probability in discrete sample space. Counting sample point. Independent and dependent event. Bayes theorem. Binomial, Poisson, Normal distribution. Joint distribution. Distribution of sums and means. Central limit theorem. Covariance and correlation. Sampling distribution. F-distribution.
ISY20302	INFERENTIAL STATISTICS	Point estimation. Confidence intervals. Hypothesis testing. Simple linear regression and correlation.
ISY20303	STATISTICAL DATA PROCESSING	Statistical data. Preparing data for data processing. Data input. Statistical processing methods. Tools used for processing. Set of instructions for statistical analysis. Using statical software for data processing. Data output. Visualization and interpretation of results.
ISY211	FUNDAMENTAL OF SYSTEMS ENGINEERING	An integrated approach to the set of management and technical disciplines that combine to optimize system effectiveness, enhance project success and reduce risk. Ways of achieving corporate objectives, e.g., time to market, cost of goods sold, product quality, and strategic objectives. The concepts of a systems approach to the engineering of systems (based on systems thinking). Model-Based Systems Engineering (MBSE) techniques.
ISY212	FUNDAMENTAL OF ARTIFICIAL INTELLIGENCE	History of Artificial Intelligence, Problem Solving, Knowledge Reasoning and Planning, Uncertainty knowledge and reasoning, Machine Learning, Modern Approach of Artificial Intelligence
ISY213	CONTROL SYSTEMS	Fundamental control systems and control systems technology. Sensors, actuators, modeling of physical systems, design and implementation of feedback controllers. Operational techniques used in describing, analyzing and designing linear continuous systems. Laplace transforms. Response via transfer functions. Stability. Performance specifications. Controller design via transfer functions. Frequency response. Simple nonlinearities.
ISY214	INTELLIGENT CONTROL SYSTEMS	Introduction to embedded system and internet of things (IoT). IoT protocols and security. Web of things and cloud of things. Sensors and actuators. Introduction to intelligent control systems and concepts. Fuzzy logic, neural network, evolutionary computation, and genetic algorithms. Hands on experiment through simulation examples and practical experiments.
ISY300	INTELLIGENCE SYSTEM ENGINEERING PROFESSIONAL PRACTICES	Practical training related to the intelligent systems engineering professionals in a company or industry during the special semester for 6-8 weeks.
ISY301	CLOUD EXPLORATION	Open source software, Services, Create and call APIs, Data set, Data gathering, Data cleansing, Exploratory Data Analysis (EDA), Visualization.
ISY311	DEEP LEARNING	Supervised vs Unsupervised (classification, clustering, regression, ensemble), Reinforcement, NNsstructure, Nodes (Activation Functions, linear combination), Layers (Input, hidden, output), Regularization and Normalization, Convolution, Recurrent (RNNs, LSTMs), Modules, Encoder (auto encoder), Generative
ISY341	ENGINEERING MATERIALS AND MANUFACTURING PROCESSES	Microstructure. Mechanical properties. Chemical properties. Thermal properties. Magnetic properties. Optical properties. Metal. Polymer. Composite material. Materials selection. Safety in workshop. Theory in manufacturing processes. Workpiece forming by using various machine tools. Metal casing processes. Metal arc welding. Metal sheet forming. Material selection for manufacturing processes. Practices on various tools. Utilizing of layout tools and basic hand tools. Turing. Milling. Drilling. Thread cutting. Taping and die threading. Metal arc welding. Metal sheet forming. Metal sheet drawing. Assembly.
ISY343	ANALYSIS AND DESIGN OF MECHANISMS	Structure and Strength: System of forces on rigid bodies, Equilibrium, Distributed forces and internal forces, Concept of Stress and Strain, Deformation under Axial Loading, Torsion and Bending moment (Pure bending). Kinematics of linkages: Kinematics Fundamentals, Graphical Linkage Synthesis, Position Analysis, Velocity Analysis, Acceleration Analysis of Linkage. Dynamics of linkages: Dynamics Fundamentals. Dynamic Force Analysis:
ISY351	INTRODUCTION TO ELECTRICAL POWER SYSTEM ELEMENTS	Electrical power system elements, Principle of Energy Conservation, Electromechanical classification, DC Electromechanical, AC Electromechanical and Transformers, Structure and function and performance of various electromechanical.
ISY352	INTRODUCTION TO ELECTRICAL MEASUREMENT SYSTEM	The quantities of power system, the measurement units, the analog measuring instruments, the structure, the working principle, the range, and the expansion of the measuring range of the analog measuring instruments. Various digital measuring instruments, sensors, transducers.
ISY353	INTRODUCTION TO ELECTRICAL POWER SYSTEM	Introduction power generation and distribution system, calculation of transmission and distribution, network system, load flow control symmetrical and asymmetric, short-circuit analysis, power system stability. Renewable energy and efficiency enhancement such as solar energy, wind energy, hydro energy, wave energy, geothermal energy, biomass energy, etc., environmental impact, carbon capture and storage, applying basic electrical engineering knowledge for the design, technology, installation, and application to renewable technology. The stand-alone system, economic analysis, and sustainable renewable energy. Technology analysis and problems that will arise in the future.
ISY354	INTRODUCTION TO CONTROL SYSTEM	Introduction to analysis and design of linear time invariant single-input-single-output (SISO) control system. Plants description by transfer function model, state space model. Pole-zero and eigen-values of transfer function and state space model. Impulse and step time responses. Pole – zero plot, bode plot and root locus plot.
ISY355	INTRODUCTION TO CONTROL OF ELECTRICAL DRIVE	Introduction. Advantages and disadvantages of electrical drive, speed range, torque range, and power range. The conservation of energy law. Analogous between Electrical system and Mechanical system elements. Dynamic of the electrical system and mechanical system. Interfacing element between the electrical system and mechanical system: Gyrator or EMC. Interaction between the electrical system and mechanical system. Equivalent DC motor drive in view of EMC. Four – quadrant drive. Introduction to vector control,
ISY356	INTRODUCTION TO ELECTRONIC SYSTEM	Review of electric circuit theory. Introduction to semiconductor material, electronic circuit components and their symbols, Hall element, Thermistor, diode, BJT, FET, MOSFET, IGBT, Op-amp. Applications of electronics devices, rectification, mathematical functions; summer, differentiator, integrator, simulated inductor.
ISY371	THERMODYNAMICS	Thermodynamics concepts and definitions. The zeroth law of thermodynamics and temperature scales. Properties of a pure substance. Work and heat. The first law of thermodynamic and its application. The second law of thermodynamics. Entropy and exergy. Thermodynamics cycle: Power cycle, and refrigeration cycle. Gas mixture and psychrometry.
ISY411	MATHEMATICS FOR OPTIMIZATION	Value Normalization, Curve fitting, Linear vs Non-linear, Regularization, Objective function, Minimization vs Maximization, Constraints, Bound vs Unbound, How to handle when exceed boundary, Randomness
ISY412	OPTIMIZATION ALGORITHMS	Exploration vs Exploitation, Numerical vs Combinatorial, Exact vs Heuristic, Metaheuristic
ISY491	SPECIAL TOPICS I : SENSORS AND ACTUATORS	Microcontroller components, input and output pins and their functions. Basic programming in C to control microcontroller. Reading analog input signal and perform analog to digital conversion. Measurement of temperature and humidity by analog and digital sensors. Measurement of force, Basic principle of pulse-width modulation. Servomotor and DC-motor speed control.
ISY491	SPECIAL TOPICS I: RESEARCH METHODOLOGY AND SEMINAR FOR ENGINEER	This course provides learners with a foundational understanding of systematic research methodologies related to intelligent systems engineering. It covers research problem identification, hypothesis formulation, research design, data collection from credible sources, data analysis, interpretation, conclusion, report writing and ethical conduct. Learners will also develop skills in academic communication, critical thinking, and effective research presentation.
ISY491	SPECIAL TOPICS I: COMPUTER NETWORKING FUNDAMENTALS	This course provides a comprehensive understanding of computer networking principles, focusing on both foundational concepts and advanced network architectures. Students will explore data communication processes, network protocols, routing and switching mechanisms, and network security strategies. Topics include network reference models, IPv4 and IPv6 protocols, Ethernet technologies, wireless networking, WAN solutions, software-defined networking (SDN), and enterprise network management. Through hands-on labs and real-world scenarios, students will develop practical skills in configuring and troubleshooting network environments.
ISY491	SPECIAL TOPICS I: AUTOMATIC BEE FARM MANAGEMENT SYSTEM	This course provides an in-depth understanding of automatic honey yield monitoring systems in beekeeping by appropriated technology. Students will explore the design and integration of sensors, data acquisition techniques, digital platforms for visualization, and analytics for precision apiculture. The course includes hands-on activities with real devices and data analysis, enabling students to apply smart farming technologies to enhance honey production and farm efficiency
ISY492	SPECIAL TOPICS II : BASIC OF PLANT-ENVIRONMENT RESPONSE AND CONCEPT OF HYDROPONICS	This course aims to provide students with an understanding of abiotic and biotic factors that affect the growth and productivity of plants. Students are able to apply the understanding to agricultural practices and environment management in greenhouses, using the principles of hydroponic technology.
ISY493	SPECIAL TOPICS III : INTRODUCTION TO RENEWABLE ENERGY ELECTRICAL SYSTEMS	Electrical system structure and components, types of electrical energy, renewable energy sources, production and working principles of renewable energy, renewable energy technology and production, design and installation of renewable energy production systems, Integrating renewable energy into the electrical system, simulation and analysis of electrical system performance, renewable energy storage technology, and renewable energy policy and economics of using renewable energy systems.
ISY493	SPECIAL TOPICS III : ENGINEERING DRAWING FOR DESIGN AND MANUFACTURING	Instruments and their use, lines and lettering, preparation of drawing work, applied geometry, orthographic drawing and sketching, dimensions and notes, lines and planes, isometric and oblique drawing and sketching, auxiliary view, section and convention. Use the tools in Computer-Aids Design software for 2D and 3D modeling, assembly design techniques, creating production drawings, selecting symbols, and printing engineering drawings to standards and materials list. Surface roughness, dimensional selection, fit and dimensional tolerances, geometric tolerances, threaded rods and helical fasteners, gears, welding symbols, motion simulation and manufacturing simulation.
ISY493	SPECIAL TOPICS III: FUNDAMENTALS ENGINEERING OF ORGANIC CHEMISTRY FOR FOOD	This course focuses on providing fundamental knowledge of organic chemistry, particularly the structure, properties, and reactivity of key functional groups relevant to the fields of food science, pharmaceuticals, and the chemical industry. Topics include alkanes, cycloalkanes, stereochemistry at tetrahedral centers, mechanisms of substitution and elimination reactions, strategies for organic synthesis, and the chemistry of carboxylic acid derivatives. The course emphasizes the relationship between functional group structures and the properties of important food substances,
ISY494	SPECIAL TOPICS IV : GOOD AGRICULTURAL PRACTICES AND CONTROLS	After the class, students should gain insights into farm maintenance and its importance. Students will also understand Good Farming/Agricultural Practice (GAP) standards and how to apply them in the real-world using quality data collection and record-keeping practices as a foundational approach to optimizing resources and maximizing agricultural production. Additionally, students should develop an understanding of professional ethics and their significance in agricultural practices for sustainability.
ISY494	SPECIAL TOPICS IV : APPROPRIATED TECHNOLOGY IN BEEKEEPING FOR REVITAL RURAL COMMUNITIES BEEKEEPING	the construction of low-cost equipment using local materials, sustainable and organic honey production, and the integration of beekeeping into holistically community development initiatives, GIS technique for Beekeeping, Beehive Monitoring Systems, Image Recognition for Bee Health, Automated Data Collection and Analysis and Automated Data Collection and Analysis. By the end of the course, participants will be equipped to design and implement sustainable beekeeping projects that empower rural communities while fostering environmental stewardship.
ISY498	INTELLIGENCE SYSTEM ENGINEERING PROJECT STUDY	Study of selected topics for project work related to intelligence system engineering under close supervision of Program staff.
JEE601	SEMINAR FOR M.ENG / M.SC (ENERGY TECHNOLOGY & MANAGEMENT)	The principal objective is to enhance students capabilities in extracting main points from technical papers and reports, as well as report writing skill and oral presentation. In addition, the course also aims to promote interactions among students, researchers and academic staff in the exchange of ideas and information
JEE601	RESEARCH COMMUNICATION FOR M.ENG./M.SC. (SUSTAINABLE ENERGY SYSTEMS)	The objective of the course is to enhance the capabilities of students in extracting information from technical papers and reports, as well as in writing scientific/review papers and making academic presentations. At the beginning of the course, classes are devoted to provide (1) guidelines and techniques to extract and analyze information from scientific publications, (2) research methods and tools to search, manage and generate bibliographies (Mendeley; Google Scholar; Science Direct; etc.) and (3) guidelines for paper writing and oral presentation. These classes delivered during live classroom
JEE611	SEMINAR FOR M.ENG / M.SC (ENVIRONMENTAL TECHNOLOGY & MANAGEMENT)	The objective of the course is to enhance the capabilities of students to extract the main points from technical papers and reports, as well as writing skills and oral presentation skills. At the beginning of the course, introductory sessions are devoted to guidelines for extracting and analyzing information obtained from research papers and reports as well as techniques for technical paper writing and oral presentation. Students will be required to work independently, as well as to interact with other students, researchers and academic staff as part of a process of exchange of ideas and information
JEE616	INTERNSHIP	The aim of the course is to enable the student to gain professional experience. The students who choose the internship option are required to work on an internship in industry/institute for 20 consecutive weeks. The internship will be supervised by an instructor. The Guidelines for the Internship Program describe the procedures for the selection of suitable companies and tasks for the internship, as well as the selection of the industrial supervisors and the required reporting.
JEE621	ENERGY ECONOMICS, MARKETS AND POLICIES	Major energy sources, their uses, markets, and value chains: fossil fuels (oil, gas, coal), nuclear, renewables; electricity, and transport. Economics of energy use, energy demand, and energy supply, industrial organization, market structure and pricing, market failures and barriers for clean energy policy, economies of scale, externalities, and natural monopoly. Domestic and international energy market structures: competitive, monopoly, oligopoly, cartel; liberalization of the energy sector, particularly electricity industry. Economics of renewable energy sources, nonmarket valuation, and policy supports Economics of climate change, national policy, international cooperation and climate funds.
JEE625	ENERGY AND ENVIRONMENTAL ECONOMICS, MANAGEMENT AND POLICY	Introduction to basic economics concepts, economic sectors and activities, relationship between economic development and energy demands, roles of energy supply and energy security, energy resources and conversion, environmental and climate implications due to modern energy utilization and externality, limitation of growth theory, new paradigm shift in economic development and sustainable development, UNFCC and Kyoto Protocol, economic tools for efficient energy resources utilization and environmental remedy, protection and control, contemporary energy and environmental issues. Drives on energy saving program initiatives, analysis of rational energy uses, and basic energy audit, identification of energy conservation opportunities, concept of economic analysis and evaluation. Environmental impact assessment tools and indicators: LCA and environmental standards, state of environmental assessment reporting and its applications. Project implementation, execution, monitoring, and control, case studies.
JEE631	STRATEGIC PLANNING AND PROJECT MANAGEMENT	The objective of this course is to address the fundamental aspects of planning and policy making and to enable the students to learn the basics of project management. The course focuses on policy analysis, strategic planning and project implementation. Contents of the course also include planning and implement a project, like definition, objectives, characteristics, and phases of projects as well as execution plans, cost/schedule estimation and control. Project evaluation is also included.
JEE633	ENERGY MANAGEMENT IN INDUSTRY	The objective of this course is for students to develop a sound knowledge of how to plan and to implement energy management programs in industrial complexes. In this course, the technical and economic aspects of energy management will be presented and applied to case studies in industry. First, the principles of energy management, including management programs, organizational set up, energy auditing, establishing an energy balance for industrial complexes will be explained, followed by the introduction of tools and methods to increase the efficiency of industrial energy systems. Later, energy efficient technologies and systems will be presented.
JEE634	CLIMATE INFLUENCE ON BUILDINGS AND END-USE REQUIREMENTS	This course presents a broad perspective of how buildings function as shelters for occupants and the development of building design and construction under the influences of climate, culture, and socio-economic conditions. The course presents information derived from surveys of extent of end-uses as well as information on building configuration and construction. It presents the sun, its radiation, and geographical location as the key determinants of climate and the effects on different facades of buildings. It examines properties of moist air and how these change under heating and cooling processes. It presents how thermal sensation comfort is quantified. It examines air-conditioning processes and equipment used. It briefly deals with acoustical processes and how to improve acoustical quality of a space. It examines the influence of winds and stack effect on air flow and air leakages from buildings.
JEE640	THESIS (ENVIRONMENTAL TECHNOLOGY & MANAGEMENT)	The Students are required to undertake research or development studies under supervision of a member of the faculty. The thesis should be completed within two semesters.
JEE642	FUELS AND COMBUSTION	The objective of the course is to provide the student with the basic concepts of combustion processes. Classification of fuels. Properties and characterization of gaseous, liquid and solid fuels. Characteristics of the combustion flame. Stoichiometry. Thermodynamics of combustion. Chemical kinetics of combustion. Energy balance and furnace efficiency. Overview on major combustion technologies for solid, liquid and gaseous fuels.
JEE644	POWER PLANT ENGINEERING	The aim of the course is to provide students an overview of various types of power plants and their components. Basic concepts for fuels and combustion processes. Analysis of steam cycles and combined cycle power generation. Steam generators and turbines, condenser, feed water and circulating water systems. Diesel engine and gas turbine power plants. Energy storage. Emission control and flue gas treatment. Economics of power generation.
JEE649	ENTREPRENEURSHIP AND INNOVATION IN ENERGY AND ENVIRONMENT	Access to sustainable, reliable, affordable energy is fundamental to social and economic security. Similarly, a clean and healthy environment is essential for economic prosperity. Therefore, investment and innovation in the energy sector and preservation of environmental quality is crucial for sustainable growth. In this course, students learn to generate business ideas relating to energy and environmental technology and management, especially for advancing clean energy, energy and resource efficiency, materials reuse and recycling, and emissions reduction. The learning journey includes: overview of the energy system, energy related environment & sustainability including circular economy issues, problems/gaps (pain point) identification and idea creation, business model development and market validation,
JEE659	ENERGY FROM BIOMASS	Objective of the course is for students to understand the advantages of bio-energy production and various technologies for biomass conversion for heat and power. Biomass resource assessment, handling and processing: charcoal and biomass briquette preparation, bio-fuel and biogas production. Thermal and thermo-chemical conversion processes: pyrolysis, gasification and combustion. Finally, the impact on environment and the policy framework for biomass utilization will be discussed.
JEE667	ENVIRONMENTAL POLLUTION CONTROL TECHNOLOGY	The objective of this course is to provide a broad based introduction to aspects of environmental pollution and control in air, water and soil media. The course will introduce environmental monitoring and analysis techniques and environmental impact assessment. The course will include an introduction to pollutants present in aqueous systems, the fate and transport of these pollutants, and an introduction to water and waste water treatment processes. The course will include an introduction to the sources, fate and transport of air pollutants, and an introduction to air pollution control technology. It will also include an introduction to solid and hazardous wastes, their fate and interactions with other media, and handling, control and treatment technologies.
JEE671	LIFE CYCLE ASSESSMENT	The objective of this course is to introduce the students to the concept of pollution prevention and life cycle thinking. The systems approach to dealing with environmental pollution problems is highlighted and Life Cycle Assessment (LCA) is introduced as an assessment tool. The course details are as follows. Basics of environmental interactions: Biogeochemical cycles and environmental impacts global, regional and local. LCA: Introduction; methodology goal, scope, inventory analysis, impact assessment; software; improvement analysis, like identification of environmental “hotspots”. Application of LCA to waste management and energy conversion systems. Product stewardship and design for environment.
JEE673	WASTE AND CLIMATE CHANGE	The objective of the course is to introduce students to pollution treatment technologies for wastewater, solid and hazardous waste. Wastewater treatment: Characterization physical, chemical and biological; physicochemical unit operations screening, filtration, size/volume reduction, mixing, sedimentation, flotation, flocculation, adsorption, disinfection; reactor types and modeling batch and continuous stirring tank reactor (CSTR) kinetics; biological processes microbial kinetics, suspended and attached growth systems, aerobic and anaerobic treatment systems. Solid waste treatment:
JEE674	WASTE TO ENERGY AND ITS SUSTAINABLE MITIGATION	Understanding the big picture of waste management and its linkage to climate change and mitigation options. Ability to show clear perception on link of waste management from down-stream to upstream contribute to sustainable development, climate change and beyond. Capable to discuss in full dimension of preparation and treatment technologies contribute to energy and sustainability. Understand mitigation options and GHG accounting to reduce and avoid emission from the system of waste to energy technology under sustainability platform. Ability to forecast future amount of waste generation under economic dynamic and situation change. Understanding modern knowledge and trends related to current waste issue such as plastics waste and micro-plastics.
JEE682	ENVIRONMENTAL AND HEALTH RISK ASSESSMENT	The objective of this course is to understand concepts of risk assessment and to gain a knowledge of risk estimates, as well as the applications of risk assessment in the environmental management and planning systems. Introduction to Environmental and Health Risk Assessment. Use of statistical tools for risk assessment. Transport and transfer processes of pollutants in soil, water and air. Risk assessment: risk characterization, exposure, dose-response and target level calculations. Risk-Based Decisions for Corrective Action.
JEE683	ENERGY, ENVIRONMENT AND SUSTAINABILITY	Global energy flows. Biological energy and ecosystems. Sources of energy, their merits and environmental issues. Technologies of energy production with emphasis on power generation, such as steam turbine and gas turbine power plants, cogeneration of heat and power, nuclear power plants. Wind and solar energy technologies. Energy related environmental problems: cost-benefit analysis, thermal pollution, air pollution, radioactivity, etc. Projected energy use and growth reduction by conservation.
JEE685	CLIMATE CHANGE: PHYSICAL SCIENCE BASIS	This course aims to provide the scientific fundamentals of climate change. The course will explore the past, present, and projected changes in Earths climate. Topics include Earths climate, response and feedback mechanisms, natural and anthropogenic climate change, climate observations and trends and extreme events. The way scientists study and the evidences they use to explain how climate has been changed will be introduced. Some part of lecture will also introduce the greenhouse gas sink & sources, greenhouse gas metrics, methodology and exercise to estimate their sinks& sorucess strength. The last part will introduce topics such as climate modelling, emission scenarios and climate mate change projection.
JEE688	DATA SCIENCE FOR ENVIRONMENTAL AND ENERGY STUDIES
JEE696	GREENHOUSE GAS MEASUREMENT, MITIGATION AND MONITORING TECHNOLOGY	The course will provide the basic concept and knowledge, and will enable student to apply such knowledge for the estimation of the emissions or the of mitigation of greenhouse gases from sources and removal by sinks. The course will be consisted of two main parts; teaching in the classroom and practicing in the field and laboratory. The first part will provide overviews and updates of global emissions, trends, emissions sources and their contribution to overall emissions, basic principles to enhance understanding of greenhouse gas emission and mitigation in the following topics; principle of greenhouse gas measurements using various tools and technologies, greenhouse gas inventories, emission baseline, mitigation technology, mitigation potentials of greenhouse gas by technology, carbon trading, emission reduction schemes and measured by both private and public sectors.
JEE704	DISSERTATION FOR PH.D. (SUSTAINABLE ENERGY SYSTEMS)	The thesis must be based on a well-defined research project that is related to the application of science, engineering, economics, or policy principles to the solving of energy-related problems. The dissertation must be written strictly according to the format and submitted within the timetable given by the school.
JEE705	RESEARCH COMMUNICATION FOR PH.D. (SUSTAINABLE BIOENERGY AND BIOREFINERY TECHNOLOGY) (PLAN 2.1)	The objective of the course is to enhance the capabilities of students in extracting information from technical papers and reports, as well as in writing scientific/review papers and making academic presentations. At the beginning of the course, classes are devoted to provide (1) guidelines and techniques to extract and analyze information from scientific publications, (2) research methods and tools to search, manage and generate bibliographies (Mendeley; Google Scholar; Science Direct; etc.) and (3) guidelines for paper writing and oral presentation. These classes delivered during live classroom sessions are accompanied with online teaching materials and guidance.
JEE706	DISSERTATION FOR PH.D. (SUSTAINABLE BIOENERGY AND BIOREFINERY TECHNOLOGY) PLAN 2.1	The dissertation must be based on a well-defined research project that is related to the application of science, engineering, economics, or policy principles to the solving of energy-related problems. The dissertation must be written strictly according to the format and submitted within the timetable given by the school.
JEE707	RESEARCH COMMUNICATION FOR PH.D. (SUSTAINABLE BIOENERGY AND BIOREFINERY TECHNOLOGY) (PLAN 2.2)	The objective of the course is to enhance the capabilities of students in extracting information from technical papers and reports, as well as in writing scientific/review papers and making academic presentations. At the beginning of the course, classes are devoted to provide (1) guidelines and techniques to extract and analyze information from scientific publications, (2) research methods and tools to search, manage and generate bibliographies (Mendeley; Google Scholar; Science Direct; etc.) and (3) guidelines for paper writing and oral presentation. These classes delivered during live classroom sessions are accompanied with online teaching materials and guidance. Students will be required to work independently, as well as to interact with other students, researchers and academic staff as part of a process of exchange of ideas and information.
LAN211	LANDSCAPE ARCHITECTURE PRESENTATION: DIGITAL VISUALIZATION	Basic knowledge and workflows of digital techniques in landscape architectural representation and graphics, including 3D and rendering software, and the use of CAD/CAM facilities for model making.
LAN225	HISTORY OF LANDSCAPE ARCHITECTURE	Explore the historical evolution of gardens and landscapes from ancient times to the classical landscape. Critical analysis of cultural landscapes through the investigation of philosophy, aesthetic, design articulation and social history of landscape architecture in the Eastern and Western traditions.
LAN231	MODERN LANDSCAPE DESIGN AND THEORY	Introduction to analysis of Modern landscape architecture impacts on man, physical environment and settlement, and ecology. Emphasizing on concepts and developments in landscape architecture design and theory behind: design style, paradigm and background, and landscape architectural design principles, landscape designing and planning process and methodology at various scales.
LAN241	LANDSCAPE ARCHITECTURAL DESIGN I: SPATIAL COMPOSITION	Basics of Landscape architectural design: two-and three-dimensional design, spatial sequence, as applied to small-scale projects, 1-3 buildings, with simple program and context, earth structures and construction materials. Introduced to fundamental principles of landscape design; compositions of landscape components, space and mass, path and transition, human needs and functions. Emphasizing the design process and principals involved in organizing and giving form to outdoor space to create site-specific design.
LAN242	LANDSCAPE ARCHITECTURAL DESIGN II: CONCEPT TO FORM AND SYSTEM	Apply fundamentals of landscape design to small-scale site-planning projects with 3-20 buildings. Introduces basics of data collecting, research and site inventory, user analysis, design process, design principles, construction materials, and a wide array of graphic representation. Explore a variety of conceptual bases for site design, including response to ecological and cultural features, context, and temporal processes; programming requirements and social/behavioral theory; materiality; and design precedents.
LAN251	PLANT MATERIALS	Importance of plants as design elements in natural and cultural context. The content covers botanical characteristics and field identification of common landscape plants in tropical region.
LAN252	PLANTING DESIGN PRINCIPLES	Study of plant material and importance role in ecology. Focusing on exploration of vegetations and their environmental impacts upon conscious design application. This course addresses the development process of planting design, technical drawings, and specification standards of plant materials including considerations for aesthetics, spatial design and plant selection criteria.
LAN261	LANDSCAPE MATERIALS AND CONSTRUCTION	Overview of the various building materials in landscape architecture, their specific characteristics and design implementations. Introduces construction methods for hard surfaces (Roads, walkways/Paths, Squares, Play & Sport fields) and vegetation surfaces and intro to cost estimate.
LAN262	LANDSCAPE STRUCTURE AND CONSTRUCTION	Constructional principles and techniques associated with various building elements in Landscape Architecture. Divided into 3 modules, Module 1 : Structural elements and building methods for small scale constructions. Module 2 : Construction methods of water installations, ponds, and planting pools. Module 3 : Specific design of urban furniture, playground and sport elements. Set up construction drawing using AutoCad and cost estimate report
LAN271	LANDSCAPE ARCHITECTURAL EXPERIENCE 1	This course requires students to participate in one of the offered design-build workshops (DBW) according to their individual interest. Each student can select his/her own interest project from the following workshops: 1.Landform and Planting Design 2. Site Engineering and Water Management 3. Advanced Landscape Construction 4.Ecology & restoration. A two-week intensive module runs during Summer or Winter break.
LAN343	LANDSCAPE ARCHITECTURAL DESIGN III: PARK AND RECREATION	Apply multi-layered site analysis skills, human behavior, environmental psychology and take a critical stance on the assemblage of data of more complex Landscape architectural typologies with more specific constraints considering arrangement of buildings, site systematic and slope engineering system, site circulation, environmental concerns and responsibility and other landscape design elements in public park and recreational projects. Broad range of challenges faced during a design process – from initial concept and strategic development to design and construction detailing.
LAN353	FORESTRY	Forest ecology, forest types and benefits, aerial photo interpretation for forest mapping and land use: mapping, scaling, and analysis of environment and topography including soils, water, air, minerals and plants, national park and forest reserves, forest fire benefit and protection, forest plantation and community forest, forest for recreation, principle of management and planning of forest recreation areas.
LAN363	LANDSCAPE SYSTEM AND TECHNOLOGY	Principles of site surveying, contour, grading and alignment as well as designing surface and underground drainage systems Creating slopes, construction methods, basic calculations and parameters, and roadway design.
LAN445	LANDSCAPE ARCHITECTURAL DESIGN V: STUDIO CO-LAB	This course is an advanced studio projects addressing various aspects of landscape architecture and make up part of the landscape architecture programs interdisciplinary collaboration in an unconventional studio setting. The studios offers an opportunity of learning according to studentsindividual interest on exploring diverse design directions of (larger scale) projects with great complexity and integration of various factors related to Landscape architectural design. Each student can select his/her own interest project from the following studio Co-Lab tracks: 1. Environmental approach 2. Landscape and Architecture approach 3. Community engagement approach 4. Urban ecological approach 5. Landscape as art narrative approach. Each track is designed to align with the expertise of selected professional landscape company or public organization (Thai or international).
LAN446	LANDSCAPE ARCHITECTURAL DESIGN VI: STUDIO CO-LAB WIL	This intensive project based design studio exposes students to a wide array of landscape scales, types, contexts, and topical issues under work integrated learning program. The studio offers students a supervised off-campus experience in a close collaboration between studio instructors and participating Landscape Architecture offices and industries. This design studio course exposes students to the realities of the landscape architecture profession. LAN446 studio is the first part of the unique 6-months Landscape Architecture Practice program, containing 3 consecutive courses: LAN 446, LAN 491, and LAN 593.
LAN482	INNOVATION TECHNOLOGY	Bio-engineering method with focus on sustainability, integrated engineering technology in landscape architecture: technical-biological bank protection, biological slope stabilization techniques, waste water treatment with plants, climate change mitigation, as well as acoustics and landscape lighting.
LAN491	COOPERATIVE LEARNING	Accumulate knowledge and direct experiences needed for professional career including construction drawing, drafting design, site construction, professional practice skills in public or private landscape architecture design-related industries.
LAN551	SPECIAL TOPIC STUDY : TEMPORALITY, TEMPORARY, AND LANDSCAPES	What is the time? How time is relevant to the landscape.
LAN593	LANDSCAPE ARCHITECTURAL DESIGN AND CRITICISM	Exploring and assessing from history to current state of theory, idea, concepts and design approaches in landscape architecture and related design disciplines such as art, ecology, geography, architecture and anthropology, including design inspiration, influences, narrative and explanatory theories to method of implementation and the con-sequence results.
LAN594	EXHIBITION AND EVENT MANAGEMENT	Share and exhibit the outcome of individual Cooperative Learning experience (LAN446 + LAN 491) in 2-weeks intensive seminar and design-build workshop at the beginning of Year 5. Practice the basics of professional exhibition design and create a specific event program including Dialogue platform: Panel discussion, lectures by guests and students to accompanying their exhibition.
LGM610	LOGISTICS AND SUPPLY CHAIN MANAGEMENT	The role of logistics and supply chain in economics and business. The principle of modern logistics and supply chain management. The components and activities of logistics and supply chain and other activities that affect competitiveness. Relationships of logistics activities with in an organization and between other firms, and international. Planning and controlling for logistics operations and supply chains. Information technology in logistics and supply chain. Logistics Cost analysis and management and customer services across supply chain. Performance measurement for logistics and supply chain. Techniques and case studies of performance improvement and enhancing the capability of logistics and supply chain.
LGM611	WAREHOUSE AND DISTRIBUTION MANAGEMENT	Importance of warehouse in logistics and supply chain. Type of warehouse. Warehouse operations in practice. General and automatic material handling both in general warehouse and advanced warehouse system. Warehouse layout and design. Packaging. Racking. Shelving and conveying system. Computer technology and mobile technology for warehousing system. Distribution. Patterns of distribution and all parties related. Channels of distribution. Warehouse and distribution cost analysis. Important factors influencing the distribution system. Location selection for distribution center. Optimal size and number of distribution center.
LGM612	STRATEGIC PROCUREMENT MANAGEMENT AND GLOBAL SOURCING	Concepts of organizational procurement. Global sourcing and interfaces of these to the other areas of an organization. Organizational procurement process. Global sourcing process. Supplier selection process. Supplier management and other strategic issues and its impact to supply chain.
LGM613	TRANSPORT MANAGEMENT	Solutions for critical problems faced by major roles in freight transportation industry: transport operators (e.g. liner, airline, trucker), manufacturer (both own-fleet and outsourced-fleet), service provider (both own-fleet and outsourced-fleet), terminal operators (e.g. seaport, airport, truck terminal, inland port), distributor and retailer. Vehicle selection and life cycle analysis. Mode analysis and route planning. Facility location and design of distribution network. Traveling salesman problem (TSP) and vehicle routing problem (VRP). Internal logistics, facility layout, and terminal operations. Imbalance in freight demand. Managing human resource in freight transport. Outsourcing in transport. Alliance in transportation industry. Law and regulation related to freight transport. National policy in developing transport industry.
LGM614	INVENTORY AND DEMAND MANAGEMENT	Roles of inventory in supply chains. Inventory Accuracy. Demand forecasting. Information sharing. Inventory management and identification of appropriate order quantity of different types of products: Perishable product ( Newsvendor Model) , products that are ordered constantly throughout a year (the Order-up-to Model) , products whose its demand from customers are constant throughout a year (EOQ model), products whose its demand are time-varying, Safety stock, risk pooling strategy. Inventory strategies in different businesses.
LGM615	LEAN AND SIX SIGMA LOGISTICS	Case studies of lean, agile, and six sigma logistics, Definition and strategy of logistics operations Lean and agile logistics, Detecting an abnormality of logistics operations, Identifying root-causes of the abnormality, Creating productive solutions to migrate the root-causes, Proposing action plans to implement the productive solutions. Six Sigma, Identifying critical to quality characteristics (CTQ) and their performance, Mapping business processes, Screening possible CTQ performances, Validating measurement system of the CTQ performances, Determining process capability, Identifying vital factors (Xs) of the CTQ performances (Ys), Generating solutions for the vital factors, and select the potentials
LGM623	MARKETING AND CUSTOMER RELATIONSHIP MANAGEMENT	Concepts and theories that comprise marketing management. Practices in assessing and solving marketing problems. Marketing strategy. Customer behavior. Segmentation. Market research. Product management. Pricing strategy. Promotion. Sales force management. Competitive analysis. Theories and practices of customer relationship management. Customer life cycle management. Contact management. Activity management. Issue management. Opportunity management. Analytics in CRM. Customer centric data mining.
LGM626	STRATEGIC RETAIL SUPPLY CHAIN MANAGEMENT	Retailing and retail supply chains including businesses like banking, consulting, information technology, that provides services to retail firms and manufacturing companies that sell their products through retail firms which is a part of supply chain. How retailers understand their customers’ preferences and respond with appropriate products through effective supply chain management. Supply chain as the source of success for many retailers and as an inhibitor of success for e-tailers as they struggle with delivery reliability.
LGM631	SUPPLY CHAIN SIMULATION MODELING	The role of scientific tools for designing and improving logistics and supply chain activities, Monte-Carlo simulation modeling. Discrete event simulation modeling. Alternatives for decision making. Selecting the optimal solution. Applications of simulation modeling on logistics and supply chain problem solving.
LGM632	LOGISTICS MODELING	Mathematical models. Formulation of mathematical model. Linear models. Non-linear models. Optimization. Application of mathematical models in logistics and supply chains.
LGM633	TECHNOLOGIES FOR LOGISTICS AND SUPPLY CHAIN	Introduction of IT system for logistics and supply chain management System design and analysis of IT system for logistics and supply chain management.Analysis of user requirement of IT system. Use Case analysis of IT system. Data Flow Analysis. Database design. Basic use of Enterprise Resource Planning (ERP). Warehouse Management System (WMS). Transportation Management System (TMS). Geographical Information System (GIS) for logistics operations. Telematics in freight transport. Mobile applications in logistics.Development of basic web application. Basic use of Business Intelligence. Basic calculation using Excel and VBA programming.Technologies in logistics operations.Factors influencing logistics operations performance. Types (or techniques) and their characteristics, and use cases of robots, internet of things (IoT) and data analytics. Selecting types (or techniques) of robots, IoT and data analytics appropriate for logistics operations. Designing solutions for logistics automation system.
LGM634	MANAGERIAL COSTING AND DECISION MAKING	Accounting. Balance sheet. Costing. Activity based costing. Management by cost. Performance evaluation. Budgeting. Decision making based no costing. Financial ratio. Time value of money. Interest rate. Cost of capital. Inflation. Deflation. Cash flow. Project management and financial feasibility. Net present value analysis. Net future Value analysis. Net annual value analysis. Internal rate of return analysis. Payback period calculation. Breakeven point analysis. Asset replacement analysis. Fundamentals of project management.
LGM635	SYSTEM DYNAMICS FOR LOGISTICS AND SUPPLY CHAIN MANAGEMENT	System thinking, Clarifying logistics values that are aligned with organizational visions, Identifying key success factors that influence the logistics values, Causally linking all the key success factors with the logistics values, Evaluating behavior patterns of the causal linkages, Identifying root-causes of the causal linkages, Creating strategies needed to migrate the root-causes, System dynamics modelling
LGM636	BIG DATA FOR SUPPLY CHAIN MANAGEMENT	The definition of big data and data analytics. Big data for supply chain intelligence. Big data impact on selling and marketing. Big data impact on making. Big data impact on moving. Big data impact on purchasing. Applications of software for big data analytics. Visualization. Forecasting. Regression analysis. Classification with cluster analysis.
LGM639	STATISTICS FOR LOGISTICS	Common problems in logistics and supply chain management that frequently use statistics as a tool to solve problems. Average and standard deviation. Variance. Normal distribution. Poisson Distribution. Binomial distribution. Uniform distribution. Random number generation. Application of Z score table. Population and sampling. Estimation. Hypothesis testing. Simple regression.
LIT712	MODELS OF CURRICULUM DEVELOPMENT AND TRAINING IN LEARNING INNOVATION	Need assessment, competency and training models, choosing model of training and conducting, planning and carrying out a project on competency model to enhance potentiality of human resource management systems. Curriculum development, knowledge management and e-environments. Principles of appropriate media selection for learning and teaching, understanding the use of information technology and computer tools for training and supporting human performance, knowledge management, knowledge sharing, systematic thinking, decision making, institutional memory preservation, etc. A model for problem based learning environment, understanding how to conduct a curricular analysis of school and college level program.
LIT713	LEARNING INNOVATION AND CREATIVITY OF INDIVIDUALITY AND ORGANIZATION	Learning, creativity and innovation of individual and organization. Understanding the application of Rogers model of diffusion of innovation and its application in conducting a change analysis of an innovation. Change analysis, the main element of diffusion of innovation, attributes of innovations, rate of adoption and adopter categories of the basis of innovativeness. Understanding the use of Adaption-Innovation theory to guide the process of problem-solving, decision making and creating in an organization and having an understanding of how to conduct an evaluation, understanding of how to conduct a learner analysis which includes determination of prior knowledge,
LIT762	COLLECTIVE WISDOM	Review of research related to learning innovation and technology from journal publication with high impact factor. Sharing ideas, criticize and suggestion. Students may also be asked to organize and participate in a symposium and/or international conference.
LNG120	GENERAL ENGLISH	This course aims to strengthen the basic knowledge of English and to build positive attitudes towards language learning. Covering all four skills integrated through topics related to everyday English and basic skills-oriented strategy training, the course raises the students awareness of both language and learning. And it thus enables them to understand and use English with relative ease and efficiency. To enhance life-long learning skills, the course then combines classroom learning with self-access learning via the Self-Access Learning Centre to encourage the students to focus on their own specific needs through a task or a mini-project. To accomplish the tasks, the students are expected to develop language skills and apply strategies learned throughout the course.
LNG200	EFFECTIVE LISTENING	The aim of the course is to provide additional practice in English-language listening, in support of students existing core discipline. The class concentrates on listening tips and strategies, with particular focus on note-taking skills. Emphasis is given to topics in the studentscore discipline and the use of realistic recordings of conversations and lectures in their field of study.
LNG201	EXTENSIVE READING	This course aims to build confidence, motivation, enjoyment and a love of reading. Therefore, students are allowed to choose reading materials of their own fluent reading level and interests. Students are also encouraged to develop their reading habits and quality of good readers.
LNG202	BASIC READING FOR SCIENCE AND TECHNOLOGY	This course introduces students with skills and strategies that are necessary for reading texts in science and technology fields. Students will practice those skills and strategies with authentic text in the fields. The course aims at equipping students with skills and strategies needed to assist them in reading for purposes and applying the information obtained to perform a task.
LNG206	SELF-DIRECTED LEARNING	The course aims at developing studentsEnglish language learning skills. They will be engaged in the process of self-directed learning starting from analyzing their own strengths and weaknesses, setting appropriate learning goals, making a realistic plan to achieve the goals, selecting appropriate learning resources and learning tools, and effectively monitoring and evaluating their own learning.
LNG220	ACADEMIC ENGLISH	The course aims at developing English communication skills covering listening, speaking, reading, and writing. In particular, it emphasizes the use of these skills in meaningful communicative tasks in academic and technological contexts. The students will be engaged in a variety of learning activities that foster positive attitudes and confidence in using English. Independent learning skills will also be promoted via self-access learning modes.
LNG221	ACADEMIC ENGLISH IN INTERNATIONAL CONTEXTS	The course aims at developing the confidence and academic English skills necessary for learners in an international program. The learning and teaching involves the integration of the four language skills, thinking skills and autonomous learning. In terms of reading, the course focuses on reading for main ideas, summarizing skills, critical reading and interpretation skills through the use of real-world content. In terms of writing, the emphasis is on process writing and academic writing to enable learners to effectively use the information gained from reading to support their statements. In terms of speaking, the focus is on sharing opinion and exchanging information on issues related to the learners content areas or their field of interest. In terms of listening, the focus is on listening to English talks and taking notes from authentic input.
LNG222	ACADEMIC LISTENING AND SPEAKING IN INTERNATIONAL CONTEXTS	This course aims at developing confidence and academic listening and speaking skills necessary for learners in an international program. The teaching and learning styles involve an integration of English into learnerscontent areas to enable them to think critically and communicate effectively. Learners will be able to listen to extended speech and lectures in their fields, share ideas and express opinions, conduct an interview for professional, collect data and present a survey project.
LNG223	ENGLISH FOR WORKPLACE COMMUNICATION	The course focuses on professional English communication in which students are instructed to introduce themselves and others, participate in a discussion, express their ideas and opinions, take notes, and write paragraphs in various situations. In addition, they will be required to write business related messages. They will be trained to give professional presentations. Students will undertake activities that foster the understanding of cultures for effective international communication.
LNG224	ORAL COMMUNICATION I	This course aims to help students feel more confident to communicate in everyday English. Students will improve their speaking skills by working individually, in pairs or in groups to complete a variety of activities such as presentations, role-plays and discussions. To improve listening skills, students will practice identifying information in recordings presenting every day conversations, documentaries or lectures on general topics. These recordings also serve as models for speaking.
LNG250	THAI FOR COMMUNICATION AND CAREERS	General knowledge of communication and language for communication, basic knowledge of listening and developing listening skills, basic knowledge of reading and developing reading skills, basic knowledge of speaking and developing speaking skills, basic knowledge of writing and developing writing skills, application of listening, reading, speaking and writing skills for careers.
LNG251	SPEAKING SKILLS IN THAI	General knowledge of communication and speaking, narrative, job interview, giving opinions and discussion.
LNG252	WRITING SKILLS IN THAI	Basic knowledge of writing, using words and sentences, describing ideas, outline writing, paragraph writing, essay writing and different types of articles writing.
LNG260	SURVIVAL THAI FOR FOREIGN STUDENTS	Learn how to make basic conversations in Thai with appropriate words, sentence structures, grammar structures, with an understanding of Thai cultures.
LNG270	GERMAN I	This course is an introductory German course for those with little or no background in the language. LNG 270 has two main goals. The first is to build a grammatical foundation of the German language to enable students to communicate in German. The other is to build good communication skills, which are essential for the students to express themselves in simple German, both in oral and written forms. Achieving these goals requires regular practices with the language, both in and outside of the classroom.
LNG272	JAPANESE I	This course is an introduction to Japanese, which aims to provide students with the basic structure of the Japanese language, such as writing characters (Hiragana, Katakana, and Kanji), writing sentences (affirmatives, interrogatives, negatives, and clauses), telling numbers, and understanding tenses (present and past tenses). Teaching and learning will concentrate on integrating the four skills, e.g. reading, writing, speaking, and listening. In addition to this, the course allows the students to practice basic Japanese for communication, such as greeting, asking for addresses and telephone numbers, introducing oneself, shopping, and telling dates and time.
LNG273	JAPANESE II	This course is the continuation of LNG 272. Students will practice using the Japanese language in various situations. They will also practice using Kanji and vocabulary at a higher level. In addition, the grammar topics will cover the present continuous tense, passive voice, and using polite forms of language and adjectives.
LNG275	CHINESE I	This course is an introduction to a Modern Mandarin Chinese course which aims to train students to practice Mandarin Chinese with the phonetic symbols and tones. The course will focus on the standard Beijing pronunciation, alphabets, and vowels. In addition, the students are expected to use Mandarin Chinese for communication in everyday life, such as greeting, making introductions, expressing likes and dislikes, expressing wants and needs, and saying goodbye. They will be taught through listening, speaking, reading, and writing.
LNG276	CHINESE II	This course is the continuation of LNG 275. It bases the symbols, pronunciation, and structures on Chinese I. The course will highlight vocabulary and language patterns concerned with everyday conversations. Topics include asking for personal information, greeting and saying goodbye, telling dates and time, and learning about other topics useful in everyday life.
LNG277	BASIC MALAY LANGUAGE	This course is an introduction to sound systems. It involves basic communication skills for everyday situations, such as greeting and introducing oneself, giving information about people in the family, telling dates and time, explaining free time activities and interests, ordering food, asking questions about prices, shopping, as well as giving information about places, locations, and directions.
LNG281	BASIC KOREAN	This course is an introduction to Korean sound systems and alphabets. It involves basic communication skills for everyday situations, such as greeting and introducing oneself, giving information about people in the family, telling dates and time, explaining free time activities and interests, ordering food, asking questions about prices, shopping, as well as giving information about places, locations, and directions.
LNG301	ABSTRACT WRITING	The aim of this course is to guide students how to write an abstract. They will learn how to write 5 sections i.e. research rationale, research problems, methodology, results and implications.
LNG302	LABORATORY REPORT WRITING	The aim of the course is to reinforce knowledge of the basic elements of writing at the sentence, paragraph and essay levels as well as to enable students to write a report in a format appropriate to their content-area courses e.g. a lab report. Grammar and organization will be combined with student practice at every step. In addition, the class will cover an introduction to summarizing and paraphrasing skills in order to reinforce studentsawareness of problems about plagiarism.
LNG304	MEETING AND DISCUSSIONS	This course aims at developing students ability to interact with each other effectively in a meeting and a discussion as well as ability to write meeting minutes. Students will learn terms and vocabulary related to meeting and discussion. Students become familiar with useful expressions and phrases for running a meeting and a discussion. Students will be assigned different roles during a discussion and a meeting.
LNG307	INTERNATIONAL EMAILING	The course aims to equip students with the knowledge of the form and register of emailing. This includes emailing etiquette and awareness of cultural differences when using email to contact others in an international setting.
LNG308	TECHNICAL REPORT WRITING	The course prepares students to write a technical report related to their disciplines. It includes skills necessary for technical report writing and all elements of technical reports. Emphasis will also be placed on citations and references as well as avoidance of plagiarism. Grammatical structures and organisation will be reviewed.
LNG320	CONTENT-BASED ENGLISH LEARNING	This course addresses the real English problems of students by providing a language adjunct for a content course. While learning a content-area English-medium course, the students also take LNG 320 which deals with the problems they have in the content-area course. This course, then, focuses on the studentsreal language, cognitive and affective problems as they arise in the content-area course. Through close cooperation with the content-area teacher, problems are dealt with both through classroom instruction and through teacher-guided self-instruction, thus fully preparing students for learning further content courses in an English medium.
LNG321	ACADEMIC READING AND WRITING IN INTERNATIONAL CONTEXTS	The course aims at developing confidence and academic reading and writing skills necessary for learners in an international program. The teaching and learning styles involve an integration of English into learnerscontent areas to enable them to read academic articles in their chosen fields. Learners will be able to extract main points from the text, purposefully select required information to support their writing, write different forms of reports in their fields, use information obtained from reading and their own experience in writing an essay, and effectively use references and citations throughout the writing process.
LNG322	ACADEMIC WRITING I	This course is designed to teach paragraph writing and develop mature writing skills in the essay form through a variety of modes such as cause & effect, comparison & contrast, and making arguments, with emphasis on unity, balance, and coherence. In order to produce good essays, students will learn writing processes i.e. pre-writing, drafting, reviewing and editing. In addition, the course will enhance students’ ability to expand their vocabulary from reading so that they learn to apply and choose appropriate words when they write. Eventually, students will achieve the proficiency needed to present and support their own ideas while writing. Assessment involves written assignments and students’ development of writing process.
LNG323	ENGLISH FOR DIGITAL SERVICE INNOVATION	This course aims at helping students develop their English skills necessary for Digital Service and Innovation domain, such as analytical research skills, social networking, blogging and online collaborative presentation. Students are encouraged to produce English effectively with appropriate styles and register for specified media and specified domain.
LNG324	ENGLISH FOR ENGINEERS	The course aims at developing practical English communication skills necessary for learners who want to work as an engineer. The learning and teaching involves the integration of the four English language skills; reading, writing, listening and speaking. Grammar and vocabulary regarding engineering are also highlighted. All texts and materials of medium length are selected based on English in real work situations covering topics common to all fields of engineering. Authentic activities based on everyday engineering/technical situations are also incorporated to make the course practical and motivating.
LNG328	BASIC TRANSLATION	Translation theories and procedures. Translation methods. Cultural issues and art of translation. Problems in English-Thai and Thai- English translation. Principles and conventional practices of translation. Machine translation. Seminar on translation problems and solutions. Current trends in translation.
LNG332	BUSINESS ENGLISH	This course aims to broaden studentsknowledge about business communication and to train students in basic communication skills in English to prepare them for their future careers. Business trends and topics, namely business organization, management, sales and marketing, finance and international trade, are included in the course content. The course also focuses on practical application of functional language in business contexts e.g. giving presentations, negotiating, providing customer service, telephoning, contributing to meetings and dealing with job interview questions.
LNG422	READING APPRECIATION	Reading principles and techniques. Reading for comprehension and main idea. Critical reading. Reading various genres of texts and media such as documentaries, autobiographies, speeches, short stories, poems and novels. Emphasis on the development of reading appreciation and critical thinking skills.
LNG425	INTERCULTURAL COMMUNICATION	Basic principles of communication. Concepts of intercultural communication. How intercultural issues could affect elements in communication. Identifying problems and issues in intercultural communication, the language and culture in the media, and computer-mediated intercultural communication through task-based activities and mock-up research projects. Critical understanding of strategies used in intercultural communication for success in social and professional contexts.
LNG550	REMEDIAL ENGLISH COURSE FOR POST GRADUATE STUDENTS
LNG600	IN-SESSIONAL ENGLISH COURSE FOR POST GRADUATE STUDENTS
LNG601	FOUNDATION ENGLISH FOR INTERNATIONAL PROGRAMS
LNG712	SOCIOLINGUISTICS	An overview of sociolinguistics. Interrelating social and linguistic variables affecting language in use. Interactive sociolinguistics. Social roles of language in determining identities among individuals and communities. Variation in language use related to social identity, class, age and gender. Variation in language use in terms of corporate and electronic discourse. Accents and dialects. Variation in cross-cultural communication and pragmatics. Discourse patterns, speech act realization and turn-taking. Language change, including pidginization and acculturation. English as an international language and world Englishes. Applied sociolinguistics, language policy and language education policy with particular reference to Thailand. Issues in conducting research in sociolinguistics.
LNG717	TECHNOLOGY APPLICATIONS IN APPLIED LINGUISTICS	Theories and research into the use of technology and its applications in language learning and teaching. Comparisons of TELL (Technology-Enhanced Language Learning) and non-TELL. Learning principles behind TELL. Principles of e-learning and comparison of different kinds of E-learning. Corpus linguistics. Intelligent TELL. Technology-mediated communication. Evidence for learning through TELL. Students perceptions of TELL. On-line learning and its support. Technology aided assessment in language learning. Methodologies in TELL research.
LRC12001	GETTING INFORMATION IN GENERAL CONTEXT	This module aims at improving the students listening and reading ability in various topics relating to everyday life including personal information, places, weather, travel information, reports and advertisements.
LRC12002	PARAGRAPH WRITING	This module includes three types of sentence structure: simple, compound, and complex, using connectors to link ideas, and components of a paragraph.
LRC12003	SMALL TALKS	This module contains topics about pronunciation, intonation, and pausing. The students will practice speaking in everyday topics including appearance and personality, places, experiences, and future and plans.
LRC22001	GETTING INFORMATION IN ACADEMIC CONTEXT	This module aims at improving the students listening and reading ability in various topics relating to academic context. The students practice reading texts written such as short passages and articles as well as listening to conversations, short talks, etc.
LRC22002	SUMMARY WRITING	This module aims at practicing how to write a summary with paraphrasing techniques by using synonyms or words with the same meaning, re-ordering words or rearranging the sentence structure.
LRC22301	GETTING INFORMATION IN WORKPLACES	This module aims at improving the studentslistening and reading ability in various topics relating to workplaces. The students practice reading texts written such as short reports, memos, e-mails as well as listening to conversations, discussions, presentations etc.
LRC22302	E-MAIL WRITING	This module aims at introducing the structure of a formal e-mail and useful expressions used in different situations.
LRC22303	RUNNING A MEETING AND SHARING IDEAS	This module aims to provide language structures and speaking opportunities for students to practice running a meeting and sharing their ideas including managing meetings, agreeing, and disagreeing, and making suggestions.
LTM641	LEARNING SYSTEM AND COMMUNICATION THROUGH NETWORKING	Theory of self-learning, principles of learning psychology, designing distance learning system and communication via networking, application of technology and information through communication technology for creation and application of learning system and mass communication.
LTM642	PLANNING AND LEARNING RESOURCES MANAGEMENT	Principles and theories resources management in terms of strategic planning, management and services of learning resources within the organization, system, staff, media, buildings, technology and learning condition, current problems, trends of future resources by focusing on the study of projects and research on planning and learning resources management.
LTM651	LEARNING TECHNOLOGY AND MASS COMMUNICATION	This course covers the topics of theories and principles of learning technology together with mass communication; criteria for measuring innovations and technology, technology development process, research on learning technology and mass communication; theories of recognition and dissemination of learning environment management; principles, concepts, designs, applications and evaluation of media; and innovations in information technology for learning along with information technology for communication.
LTM652	PRINCIPLES AND THEORIES OF MASS COMMUNICATION	This course involves the study of theories, principles and mass communication models; the application of technology and mass communication to mediums such as print media, movies, radio, television and networkboth in traditional and in new media. The course also includes a study of the evolution, current condition and impacts of technology and mass communication on individuals and society as well as the laws, morals and ethics of the mass communication profession.
LTM653	ADVANCED GRAPHICS AND ANIMATION FOR COMMUNICATION	Graphics knowledge. Theories of design, Artistic elements. Creative thinking for graphic design, Arts for communication. Applications of 2 and 3 dimension graphic design programs, Animation creation for communication. Learning and mass communication.
LTM654	ADVANCED PHOTOGRAPHY	Theories and principles of colored and black and white photography, Digital photography, Practice of outdoors and in the studio photography, News photography, Photo files management, Photograph printing. Various styles of photograph presentation in conjunction with photograph presentation thinking process.
LTM655	COMPUTERS FOR EDUCATION AND MASS COMMUNICATION	Meanings. Significance and roles of computers in education and mass communication. Design and development of computers for education and mass communication. Vision and trends of research on computers for education and mass communication emphasizing on searching, study. Analysis. Design and computer production for education and mass communication.
LTM656	ADVANCED ADVERTISING AND PUBLIC RELATIONS	This course aims to equip students with knowledge of the principles, importance and roles of advertising and public relations, and the planning and administration of advertising and public relations. The course also aims to develop skills related to research and evaluation together with the use of traditional media, new media and special activities for advertising and public relations through the effective application of advertising media and public relations within an organization/institution.
LTM657	ADVANCED RADIO AND TELEVISION PRODUCTION	Production of radio broadcasting and television for teaching and learning, using a wide range of techniques and processes. Applications of radio and television with various instruments on the internet in order to be applicable for learning media creation and mass communication. Evaluation along with critique of radio and television programs.
MAT100	MEDIA FUNDAMENTALS	Basic knowledge about media, media usage, media interaction, types of media, scope and careers related to media arts, media technology, medical media, teamwork and media creation process, Internet of Things, cloud computing, large amount of data, morals, ethics and laws regarding computer and media usage, history of media, old media, digital economy, social applications of interest in online society , basic elements of light and sound, popular media format, graphics, infographics, immersive graphics, and technology related to media: special effects, simulation scenarios, virtual reality, and application of media in various fields.
MAT102	INTERACTIVE MEDIA DESIGN	Basic principles of designing human-computer interaction media, consisting of human factors, perception process, results of study, operating environment, human-centered system design guidelines, evaluation guidelines, development of effective ways to contact users, standards usability, equipment technology and systems related to human use, and supports for cognitive impaired people.
MAT103	MEDIA BUSINESS	Important principles of being a media business entrepreneur, finding strengths that make a difference, funding, marketing and brand management, project management, business project model, project planning, project presentation, risk management, project solution and project financial accounting.
MAT104	CREATIVE DESIGN	Experimental studies that will allow students to use unique creative thinking by focusing on a short project using a combination of creativity and experimental design to create diversity, which will create new ideas for productive work.
MAT105	PRESENTATION SKILLS	To study present work and communicate sequentially.To know the importance of presentation. The principles of framework, presentation skills, elements and types of presentations. Prepare information for good presentations and media selection.
MAT107	CONCEPTUAL DESIGN	Study of the meaning, importance, types of communication, principles, theory for communication design, finding ideas, visual storytelling and the use of techniques for communication, thinking processes, and creative thinking development to answer each type of communication as well as practice design skills for communication.
MAT108	DESIGN FUNDAMENTAL	Study the basic principles of creating 2D designs by using visual elements of art to create shapes, textures, weights, and colors combined with visual composition. Learn elements of art and design work. To use in drafting both coarse and fine using the model to develop a prototype
MCE131	ELECTRONIC CIRCUIT AND WORKSHOP	Study and apply fundamental electronics devices and circuits, circuit symbols and drawing. Circuit parameter calculation. Amplifiers and noise filter. Digital devices. Sequential circuits for application. Equipment placing, connecting and soldering. Electrical measuring devices
MCE141	COMPUTER PROGRAMMING FOR ENGINEERS	Introduction to the components of a computer system and program development. Flowcharts, data and structure variables. Mathematical and logical operations. Input/output. User interfacing. Structured programming. Decisions and repetitive loop structures. Subprograms with functions and procedures. Structure type declarations. Arrays, records, file processing. Design, development and testing of programs to solve case problems related to that given in the lectures while emphasizing the self-learning approach from external contents, to be applied to class projects.
MCE151	MATERIALS SCIENCE AND ENGINEERING	Atomic and crystalline solid structure. Crystalline defect and imperfections in solids. Mechanical properties. Phase diagram. Phase transformations in metals. Thermal Processing of metal alloys. Thermal properties. Magnetic properties. Optical properties. Type of materials: metal and alloys; polymer; asphalt; wood; ceramic; concrete; composite and smart material. Corrosion and degradation of materials. Materials selection. Economic, environmental, and societal issues in materials.
MCE212	MECHATRONICS DRAWING	Basic knowledge about computers and CAD softwares. Using CAD software: 2D sketching, dimensioning, 3D surface and solid modeling, assembly, animation, rendering, etc. CAD applications: mechanical components, machine structure, weldments. mechanical symbols. Standard of electrical wiring color codes. Drawing in electronic components symbolic of power and control circuits. Drawing diagram of the control circuit of the electro-hydraulic and electro- pneumatic system. Drawing Ladder diagram of control circuits for power and control systems by PLC controller.
MCE232	SENSORS AND ACTUATORS	Study and apply of basic sensory devices. Resistive measurement. Inductive measurement. Optical sensor. AC/ DC motors and power electronic drives. Basic power transmission system
MCE242	COMPUTER SYSTEMS AND INTERFACING	Microprocessors architecture, assembly language programming, interfacing of memory chips and I/O control chips with microprocessor chips, interfacing with peripheral devices for control application in physical devices and information, input/ output, timer, RS232 communication and parallel port, LED display, and stepping motor control. Class Project in applying computer interface to command circuits and electric machine.
MCE252	MANUFACTURING PROCESSES	Basic hand tools. Measuring devices. Layout. Basic machine tools. Turning. Milling. Shaping. Drilling. Threading. Grinding. Machining process parameters. Machining time and costs. Cutting tool materials. Cutting tool geometry. Coolant and lubricant used in machining processes. Gear and gear cutting. Gear measurement. Safety in welding. Welding processes. Shield metal arc welding, gas metal arc welding. Flux cored arc welding, gas tungsten arc welding, submerged arc welding. Resistance welding, solid state welding. Soldering. Brazing Thermal cutting processes. Fundamental of sheet metal operation. Cutting and Shearing
MCE300	INDUSTRIAL TRAINING	Training in industry. The hours required are not less than the equivalent of 2 credits for industrial training as determined by the University’s Regulations.
MCE312	MECHATRONICS PRODUCT DESIGN AND PROTOTYPING	Introduction of product development and designof mechatronics products. Organization and management in the design of new product. Design methodology and manufacturing processes of new product. The study in and the determination of products needs. House of quality. Quality function deployment (QFD) . Working function assignments for machinery. Design and manufacturing processes analysis. Design for assembly. The assignments of the relationship between size and shape. Human data for design and use. Present products by computer graphic. Project-Based Workshop: mechatronics product design. Applied rapid prototyping.
MCE313	COMPUTER AIDED DESIGN, ENGINEERING AND MANUFACTURING	Introduction in CAD CAE and CAM. Principle and method of design, Design for Manufacturing, Design for Assembly, CAD/ CAM hardware and software. Introduction in computer graphics, 3D solid and surface modeling, Fundamental in numerical control, machine and mechanical hardware part programming, algorithms for interpolation and control, digital control, NC programming, CNC machines. Standard for communicating between systems. Manual CNC programming. Project-Based Workshop on product design using CAD CNC programming using CAM software. Motion Analysis and mechanical properties of parts and mechanism using CAE software.
MCE314	MECHATRONICS ENGINEERING DESIGN	Fundamental of engineering design. Specification of product. Conceptual Design. Embodiment design. Design of mechanisms. Introduction to mechatronics systems. Transducer ( actuator & sensors). Actuator selection criteria and sizing. Design methodology for mechatronic systems. Seminar on Mechatronics Design. Mini- project covers building and testing of mechanism and control.
MCE333	MODELING AND CONTROL SYSTEM I	Linear time invariant systems. Modeling process of dynamic system (mechanical and electrical). Mathematical tools for describing dynamic system in time domain and in transform domain, i.e. differential equations, Laplace transform, Transfer function. Time domain analysis. Frequency domain analysis. Stability of LTI system and feedback systems. Control System Design. Root Locus Analysis.
MCE334	MODELING AND CONTROL SYSTEM II	The emphasis is on the application of digital control techniques in mechatronics systems. Topics include: signal conversion and processing, modeling of machines and processes, analysis and design using transform and state variable approach, command generation, sampling rate selection, multirate system, motion control of machines. System simulation using computer software. Design project covers implementation in controller.
MCE351	MANUFACTURING AUTOMATION I	Basic principle of automation systems in manufacturing, principle operation of systems and components used in automation systems, including pneumatic and hydraulic control in a manufacturing process, history of automation system development and implementation, automation impacts in societal, environmental, economic and global contexts, circuit diagram design based on Programmable Logic Controller (PLC) , numerical control machine tools compared to manual and automatic control, system design automation by applying the relevant component such as automated assembly systems, Flexible Manufacturing systems (FMS) and so on.
MCE352	MANUFACTURING AUTOMATION II	Engineering Process Model -Particles, Pieces, and Bulk model, Stochastic Process Model, Process Instruments and measurement for fluids Pipeline, Process & Instruments Diagram, with integrated Communication and Control, Industrial Networking & Communication System, Industrial Data and Information System, Pokayoke Management & Traceability
MCE421	DYNAMICS OF MECHATRONIC SYSTEMS	The modeling of engineering systems with emphasis on transducers, magnetic circuits, electric motors, mechanical systems with nonlinear geometry, and distributed- parameter systems. Dynamic analysis and simulation.
MCE435	CONTROL SYSTEM DESIGN METHODS	Methods in control system design. Topics cover linear and nonlinear SISO and MIMO systems, with emphasis on physical understanding of control system and the synergistic design of mechanical and control components in mechatronic systems.
MCE443	INTRODUCTION TO OPTIMIZATION AND APPLICATIONS	Introduction to Optimization, Linear Programming, Simplex algorithm, optimality conditions, single variable optimization, unconstrained multivariable optimization, constrained multivariable optimization. Selected engineering applications.
MCE444	MACHINE VISION AND ARTIFICIAL INTELLIGENCE	Acquisition of images; lighting techniques, image processing and analysis, image- processing techniques, image analysis, machine vision technique, Fundamental of fuzzy logic, neural networks, graph theory, heuristic search techniques, game theory, genetic algorithm. Symbolic processing and conclusion methods. Applications of artificial intelligence to natural language processing, industrial robots, and expert system. Theory and applications of predicate logic and symbolic reasoning under uncertainty.
MCE461	INDUSTRIAL ROBOTICS	Fundamental of robot technology, history of robotics, classification of robots, introduction to industrial robotics, robot physical configuration, other technical features, applications for industrial robots, basic robot motion manipulator, types of drive systems, motion control of industrial robots, robot programming language, end effector, gripper selection and design, sensors in robotics, robot motion analysis, introduction to manipulator kinematics.
MCE471	MECHATRONICS ENGINEERING PROJECT STUDY	The course cover group study of selected topics in mechatronics engineering in preparation for project work under close supervision of senior staff. Emphasis on the study on or problem solving in complex engineering problems by applying mechatronics engineering knowledge. A proposal report with objectives, concepts, methodology, work schedule and budgetary of the project is to be submitted.
MCE472	MECHATRONICS ENGINEERING PROJECT	Completion of work or study of the project approved in MCE 471
MDA102	DESIGN PRINCIPLES	This course aim to learn about the basic principles on the 2D designing through the use of the visual arts elements to develop the form, surface, value, and colors,along with the internal composition arrangement, learn the composition of artisticwork and design to be used in both rough and fine design and develop the pieces of artworks.
MDA110	DRAWING I	Practices of transmission skills by drawing pictures from what is seen and studies of structure, proportions, and composition that perfect for the image drawing, as well as learning how to use lines to create shapes, light and shadows; and the principles of creating dimensions between objects in a picture to be able to set distance on a 2D plane.
MDA120	INTRODUCTION TO PHOTOGRAPHY	Studies of theories, meaning, importance, basic photographic principles, photographic compositions, medical photography, studio lighting arrangements, camera usage, still photography devices, animation filming and the uses of software to decorate images, adhering to professional ethics of photographers.
MDA251	MEDIA LITERACY	To study the concepts, theories, meanings and awareness of media literacy importance, including law, ethics and media license for both mass media and social media that understand the phenomena and semiotics appearing in different types of media. It can lead the creator to design and create a media that understand the society to make a good change appropriately.
MDA252	BUSINESS DESIGN	Studying and developing skills in the knowledge of art and design to develop or contribute to a business idea, business model, project planning, project presentation, and basic information for running a business.
MDA254	AUDIO PRODUCTION FOR NEW MEDIA	To study the basic structure and principles of digital audio in various forms and how to create interesting sound effects appropriately, including sound recordings, voiceovers, surrounding sounds, preparing digital audio files, choosing the right sounds for the media, sound editing, and use of recording equipment in the recording studio.
MDA255	DESIGN AND PRODUCTION	To study and research outside the class to be well-prepared before drafting and to develop the skills and interests in floor plan design, product modeling, costume, scene design, and props for movies, advertising animation, online media, television, stages, events, activities, and advertisements. The student will also learn about designing in movies and theaters, the history of art and design, and education media together with production management.
MDA256	3D COMPUTER GRAPHIC	To study the usage of tools and to practice the skills of designing processes for 3D images by using computer graphic, including the creation of textures, patterns, shadows, and 3D image processing as well as creating basic animations perfectly and appropriately for using such as creating product prototypes, packaging design, creating illustration, and etc.
MDA257	STREAMING MEDIA	To study the necessary skills for broadcasting and distributing media to audiences with streaming technology in different online channels, including learning how to use appropriate streaming devices for distribution in each media platform and about connecting streaming information between platforms and managing streaming media distribution.
MDA352	DESIGN CULTURE	To study about the participations of global context and design history, media and related fields of art, critical analysis, comparison, and consideration of the theory and practice in which help the student to develop skills in design discussion, presentation, and description, as well as applying this learning to practice creating the artworks.
MDA353	ADVERTISING DESIGN	To study the principles, theories, and meaning of advertising design and its importance by focusing on campaign strategies management based on marketing with the communication through elements, texts, and images as tools, as well as learning how to choose and apply different types of media appropriately.
MDA356	CONTENT CREATOR	To study the processes and ideas of the content creators in planning, designing, and producing which can connect the contents and presentation method to create great outcomes. In addition, to have aesthetics through a good perspective, creatively, efficiently, and effectively from the ability of applying the principles of art design as a solution or a tool for developing the simple complex contents. The creators must know their target groups and understand the information details to define goals and also types of digital media platforms for both offline and online. Also, to learn how to communicate the art of storytelling, language skills, marketing, analysis, and interaction for great quality and accuracy, including attractiveness, novelty, trendy and contemporary.
MDA357	DIGITAL SCULPTING	To learn the tools and techniques of digital sculpting. The course is developed to improve sculpting skills and texture creation as well as lighting setup and image processing to create great artwork which can be applied to the design of 3D model printing and prepare for creating 3D animation.
MDA358	MOTION GRAPHIC DESIGN	To learn how to use graphic artworks to create motion graphics, including the transition, time setting, and the appropriate time for presentation by considering other elements such as the continuity of images and colors or the music rhythm used in 2D graphic animation.
MDA359	COMMERCIAL PHOTOGRAPHY	To study the principles and concepts of different types of commercial photography such as portraiture, fashion photography, food photography, architectural photography. The course will focus on understanding the processes of tools selection, composition, lighting setup, and different techniques for both on-site and off-site and meet with ideas and the interpretation to get a required picture and properly used in different types of media.
MDA362	3D ANIMATION RIGGING	To study how to indicate reference points determining the movement of each character such as 2-legged species, 4-legged species, legless species, and etc. Also, to study the movement relationship through different types of variables to facilitate animation production and to produce realistic animations, for example, defining the relationship between the number of car wheels rotation to the speed and distance for producing virtual reality animation.
MDA364	SCENIC AND SCENARIO DESIGN	To study how to design and express storytelling through creative thinking with both application and creative exercises, including the introduction of basic storytelling and explore the concept creation and story development based on the properties of different types of motion media.
MDA390	INTERNSHIP	To complete an internship in a relevant industry according to a student’s major to gain experience in a real-world professional context.
MDA454	UX/UI DESIGN	Studying on how to build interfaces in the application software to comply with user behaviors in order to help the design of application software more efficiently and get the user responds faster, including planning and creating a model for user testing by focusing on user-centered design.
MDA455	COMBINING MEDIA	To study how to use the current technology to create and design works such as projection technology, virtual reality, and apply the skills to create your artworks.
MDT110	GRAPHIC MEDIA DESIGN	Design principle of 2D- and 3D-media; principle of user-interface design; procedure of data collection; rough sketch and final developed sketch; design and implementation of assigned prototype including User Interface design.
MDT11001	VECTOR GRAPHIC DESIGN	Principles of designing media with 2D and 3D characteristics, vector type. Basic principles of user interface design Covers the data collection process Rough and detailed drafting, designing and creating prototypes.
MDT11002	2-DIMENSION GRAPHIC DESIGN	2D media design, photography, graphics, including graphics for digital media in the form of a bitmap image. Creating digital content such as animation, games, electronic media for learning (E-Learning), web design (Web-Design), etc.
MDT11003	3-DIMENSION GRAPHIC DESIGN	Creating 3D images for media, print, digital, websites, advertising or presentation media. Displaying virtual images and models.
MDT111	INTERFACE PSYCHOLOGY	Experimental psychology applied to the study of man-machine systems; consideration of research issues; methodological matters; principles of design, and training in terms of utilizing systems.
MDT11101	INTRODUCTION TO COMPUTER PROGRAMMING	Study basic principles of computers and programming, components of computer languages, data types and variables, expressions and operations, program control structures, function creation and usage, user input handling, data set management and processing, as well as applying basic programming concepts.
MDT11102	COMPUTER PROGRAMMING FOR MEDIA	Study principles and techniques of computer programming for creating various types of digital media, function creation and usage, parameter passing in functions, multidimensional data management and processing, as well as applying basic data structures in media development.
MDT112	COMPUTER PROGRAMMING FOR MEDIA I	Introduction to the principle and structure of a computer system; hardware and software relationship; program structure design and development methodology using flow chart; structure of data and variables; mathematical and logical operation; decisions and repetitive loop processes; subprogram with function and procedure; type of declarations: array and file; creative thinking by high level language programming; basic visual programming.
MDT210	APPLIED STATISTICS FOR MEDIA	Characteristics of data; principles of statistic; measure of control tendency, measure of disperse; testing hypothesis; analysis of comparison; variance; simple correlation; factor analysis; path analysis; application of statistic for media technology projects and marketing research.
MDT211	COMPUTER PROGRAMMING FOR MEDIA II	Principles and structure of computer systems, object-oriented computer programming, relationship between mathematics and computer programing, discrete mathematics, data structure algorithm, system design: hardware interaction
MDT212	RESEARCH FOR MEDIA	Principles of research methodology; problem defining; research objectives and hypothesis; review literature; research design; population and sampling; research instrument development; statistic for data analysis; research report and presentation; application of research for media technology project evaluation and marketing research.
MDT213	ANIMATION TECHNIQUES	Fundamentals of creation and development of animation; character, roles and performance; animation techniques; analysis of 2D- and 3D-actions.
MDT214	DATA COMMUNICATION AND COMPUTER NETWORKS	Architectures of distributed systems; data tramsmission, link-level protocols, electrical interfaces, terminal-based networks; computer-to-computer communication protocols; public and local data network; fundamental techniques in design of wireless networks; novel technologies of wireless data communication and Ad-Hoc networks.
MDT310	ARTIFICIAL INTELLIGENCE FOR MEDIA	Basic knowledge and development of artificial intelligence system, searching and planning, replacing body of knowledge and logic, artificial neuron system, machine system with more than one interaction, pattern recognition and classification, and application Artificial Intelligence technology.
MDT311	DATABASE SYSTEM	Principles of systematic database management system, data relationship, database structure, methods for systematic database management, searching, suitable database management system for media content.
MDT312	WEB PROGRAMMING	Design and implementation website; fundamental of graphic user interface design; responsive design for multi screen size and touch screen; functional testing; fundamentals of web application; mobile web application; web application with database application.
MED601	CONTEMPORARY ISSUES AND TRENDS IN MATHEMATICS EDUCATION	Analysis and synthesis the contemporary issues and trends in mathematics education, concept of classroom activity management, learning assessment, problem solving, thinking skill and technology.
MED602	CREATIVE AND CRITICAL THINKING IN MATHEMATICS EDUCATION	Principle, concept and skills for process of creative and critical thinking in mathematics education.
MED611	TEACHING METHOD AND INNOVATION IN EDUCATION	Educational principles for learning, conceptual education, communication principle and techniques, educational information transfer, learning pedagogy, lesson planning, innovation in education, educational technology and learning resources, selecting appropriate technology, concept of education for sustainable development.
MED612	PROBABILITY AND STATISTICS FOR EDUCATORS	Principles, theories and idea related to counting, probability and elementary statistics, combination and permutation, binomial theorem, events, sample spaces, probability, conditional probability, random variables and their distributions; expected value and variance, discrete uniform distribution, binomial distribution, Poisson distribution, normal distribution and z-score, statistical presentations and their interpretations, descriptive statistics and inference statistics, content analysis of probability and statistics emphasis on misconceptions and pedagogical activities to construct knowledge.
MED613	CALCULUS AND LEARNING CALCULUS	Principles and theories of fundamental calculus, pedagogy of calculus in the topics related to limits, derivatives, integrals and infinitesimal calculus, analysis of content that consists of basic concepts and misconceptions, helping students acquiring the concept of learning, knowledge in content, analytical thinking, synthetic, solving problem and creatively empirical teaching strategies, learning assessment, creating innovative lesson plans and lead to real practical effects.
MED614	GEOMETRY AND LEARNING GEOMETRY	Principles and theories of geometry, pedagogy of geometry in the topics related to symmetry, congruence and similarity, areas and volumes, trigonometry, vectors and analytic geometry, analysis of content that consists of basic concepts and misconceptions, helping students acquiring the concept of learning, knowledge in content, analytical thinking, synthetic, solving problem and creatively empirical teaching strategies, learning assessment, creating innovative lesson plans and lead to real practical effects.
MED615	ALGEBRA AND LEARNING ALGEBRA	Principles and theories of algebra, pedagogy of algebra in the topics related to numbers, variables and terms, equations and inequalities, polynomials and solving polynomial equations, systems of linear equations and algebraic functions, analysis of content that consists of basic concepts and misconceptions, helping students acquiring the concept of learning, knowledge in content, analytical thinking, synthetic, solving problem and creatively empirical teaching strategies, learning assessment, creating innovative lesson plans and lead to real practical effects.
MED641	TECHNOLOGY IN MATHEMATICS EDUCATION	Principles, concepts and trends of educational technology that promotes the development of quality learning in mathematics, information technology and multimedia for learning management, design, creativity and applications in mathematics education, selected information technique to keep pace with changes, assessment and improvement of media and innovation for learning management.
MED701	SPECIAL TOPICS IN LEARNING MATHEMATICS MANAGEMENT 1: MATHEMATICS TEACHERS AS COACHES	The transformation of roles from traditional teachers to teacher-coaches in the 21st century; fundamental concepts and principles of coaching; application of the TAPS Model in analyzing learning contexts; designing competency-based mathematics learning activities; and developing essential communication skills for teacher-coaches including listening, questioning, reflecting, and appreciating. The design and implementation of Active Learning activities in mathematics teaching and learning; integrating Competency-Based Learning with teacher-coach concepts to create meaningful and appropriate learning experiences for 21st-century learners.
MED702	SPECIAL TOPICS IN LEARNING MATHEMATICS MANAGEMENT 2: ORGANIZING MATHEMATICS CAMPS TO DEVELOP LEARNERS THROUGH ACTIVE LEARNING ACTIVITIES	Study and practice the models, methodologies, and processes of organizing mathematics camp activities, with an emphasis on active learning through the design and implementation of actual camp experiences. Learners will develop analytical thinking skills, teamwork abilities, and on-the-spot problem-solving capabilities through planning, executing, and evaluating mathematics camp activities in educational institutions. The course incorporates problem-based learning approaches to adapt activity formats suitable for diverse learners. This experiential learning process fosters the development of pedagogical content knowledge and instructional design competencies in mathematics education.
MED703	SPECIAL TOPICS IN LEARNING MATHEMATICS MANAGEMENT 3 : ORGANIZING MATHEMATICS CAMPS TO DEVELOP LEARNERS THROUGH ACTIVE LEARNING ACTIVITIES	Study and practice the models, methodologies, and processes of organizing mathematics camp activities, with an emphasis on active learning through the design and implementation of actual camp experiences. Learners will develop analytical thinking skills, teamwork abilities, and on-the-spot problem-solving capabilities through planning, executing, and evaluating mathematics camp activities in educational institutions. The course incorporates problem-based learning approaches to adapt activity formats suitable for diverse learners. This experiential learning process fosters the development of pedagogical content knowledge and instructional design competencies in mathematics education.
MED723	LINEAR ALGEBRA AND APPLICATIONS	Finite dimensional vector spaces, system of linear equations, matrices, subspace, base and dimension, linear transformation, matrices and linear operations, determinant, eigenvalues and eigenvectors, diagonal matrices, canonical form of linear transformations, quadratic forms, applications.
MEE101	MATERIALS SCIENCE AND ENGINEERING	Atomic structure. Atomic bonding. Crystal structure. Microstructure. Mechanical properties. Chemical properties. Thermal properties. Phase diagram. Magnetic properties. Optical properties. Production process of products using engineering materials. Design and materials selection process. Type of materials: metal and alloys; polymer; asphalt; wood; ceramic and concrete. New materials technology. Smart materials.
MEE111	ENGINEERING DRAWING	Instruments and their use. Applied geometry. Lettering. Orthographic drawing and sketching. Dimensions and notes. Orthographic projection of points, lines, planes, and solids. Auxiliary view : points and lines; planes and solids. Pictorial drawing : Isometric and oblique drawing and sketching. Sections and conventional practice. Drawing and the shop. Dimensioning standard features, dimensions of size, location and correlation. Surface texture. Fits and tolerance. Geometric tolerance. Screw threads, threaded fasteners, keys and splines, rivets and welding. Gears. Springs. Working drawing: assembly and details, Introduction to computer aided drafting
MEE114	ENGINEERING DRAWING	Instruments and their use. Applied geometry. Lettering, Orthographic drawing and sketching. Dimensions and notes. Isometric and oblique drawing and sketching. Sections and conventional practice. Drawing and manufacturing. Dimensioning standard features: screw threads; fasteners; keys; rivets and springs. Working drawing assembly and details.
MEE115	ENGINEERING DRAWING	Instruments and their use. Applied geometry. Lettering. Orthographic drawing and sketching. Dimensions and notes. Orthographic projection of points and lines, planes, and solids. Isometric and oblique drawing and sketching. Auxiliary view : points and lines; planes and solids. Sections and unconventional practice.
MEE119	MECHANICAL ENGINEERING DRAWING	Instruments and their use. Applied geometry. Lettering. Orthographic drawing and sketching. Orthographic projection of points, lines, planes, and solids. Auxiliary view. Dimensions and notes. Isometric and oblique drawing and sketching. Sections and conventional practice. Using computer aided drawing for 2D and 3D models including assembly.
MEE211	ENGINEERING MECHANICS I	Basic concepts. Forces resultance. Equilibrium. Analysis of truss, frame, machine. Distributed force and fluid statics. Type of friction and Applied dry friction in machine. Area moment of inertia and mass moment of inertia. Principle of virtual work and potential energy.
MEE212	ENGINEERING MECHANICS II	Basic concepts. Rectilinear motion. Curvilinear motion. Space curvilinear motion, relation motion. Kinetics of particles, work, energy, impulse, momentum and impact. Kinetics of systems of particles. Kinematics of rigid bodies. Motion relative to rotating axes. Kinetics of system of particles, kinetics of rigid bodies.
MEE213	MECHANICS OF SOLIDS	Introduction. Internal force. Stress. Stress-strain diagram. Torsion : Shear stress; and angle of twist. Stress in beams : Shearing force; and bending moment. Shear stress in beams. Plane stress and plane strain. Mohr’s circle. Yield critering of ductile metal. Stress in thin-walled pressure vessels. Deflection of beams. Stresses in Pressured Cylinder. Equation of elastic curve. Statically indeterminate beams. Strain energy. Theorem of Castigliano: application to statically indeterminate problems. Theory of column.
MEE214	ENGINEERING MECHANICS	Introduction to Statics. Force system and equilibrium. General consideration on structure. Friction and virtual work. Introduction to dynamics. Kinematics and kinetics of particles. Kinetics of system of particles.
MEE216	COMPUTER AIDED DRAWING	An introduction to computer aided engineering for two dimensions and solid modeling. Basic knowledge about computer and AutoCAD. Coordinate system and positioning. Draw commands Edit commands e.g. ERASE, STRECH, COPY, OFFSET, BLOCK, INSERT. Drawing properties e.g. line type, color and layer. Dimensioning. Crosshatching. Introduction to solid modeling and macro command.
MEE221	THERMODYNAMICS	Thermodynamics concepts and definitions. The zeroth law of thermodynamics and temperature scales. Properties of a pure substance. Work and heat. The first law of thermodynamic and its application. The second law of thermodynamics. Entropy and exergy. Thermodynamics cycle: power cycle; and refrigeration cycle. Gas mixture and psychrometry. Chemical reaction.
MEE222	FLUID MECHANICS
MEE223	THERMODYNAMICS	Basic concepts and definitions. Temperature, work and heat. Properties of a pure substance and the steam tables. The first law of thermodynamics and its application to the control mass and control volume. The second law of thermodynamics, entropy and availability. Air and vapour power cycles. Refrigeration cycle. Psychrometry. Introduction to heat transfer : steady-state conduction one-dimension; free-convection; forced-connection; radiation heat transfer; combined heat transfer.
MEE224	THERMAL ENGINEERING	Definitions and basic concepts. Properties of a pure substance. Heat and work. The first and the second laws of thermodynamics. Entropy. Power and refrigeration cycles. Pump and compressor. Internal combustion engine. Air-conditioning unit.
MEE312	MECHANICS OF MACHINERY	Introduction and definitions. Transmission of motion. Grublers equation. Position analysis of four link and slider-crank mechanism. Grashoffs Law. Cam design. Gear train analysis. Harmonic gear. Velocity and acceleration analysis. Instantaneous center. Forces in machinery. Balance of machinery.
MEE313	MACHINE DESIGN	Phases of design. Theory of failure used in design of machine elements subjected to static and varying loads. Mechanical springs. Power screws and threaded fasteners. Welded joints. Flexible drives. Design of spur gears, helical gears, bevel gears and worm gears. Design of shafts. Design of rolling bearing. Lubrication and journal bearings. Design of Keys, splines and couplings. Clutches and brakes. Form design.
MEE316	COMPUTER AIDED MECHANICAL ENGINEERING DESIGN	Use of computer for design and analysis of mechanical engineering problems. Physical modeling and simulations of mechanical engineering problems and related applications.
MEE321	HEAT TRANSFER	Steady state conduction. One dimensional transient conduction. Dimensional analysis. Free convection: Laminar; and turbulent flows. Forced convection : laminar; turbulent flows; compact; and irregular surfaces. Thermal radiation. Combined heat transfer problems. Boiling and condensation. Heat exchangers. Some important thermal systems.
MEE322	INTERNAL COMBUSTION ENGINES	The internal combustion engine process. Thermodynamics for engine analysis. The combustion process. Internal combustion engine process analysis. Fuels. Combustion knock and rating. Fuel metering systems. Pollutant formation and control. Lubrications. Engine performance and design. Progress in automotive technology.
MEE323	TURBOMACHINERY	Fluid mechanics and thermodynamics of turbomachinery. Eulers equation. Principle of scaling. Cavitations. NPSH. Isentropic and polytrophic efficient. Characteristic curves of radial, mixed and axial flow turbomachines. Design of radial and axial flow turbomachines.
MEE324	REFRIGERATION	Basic refrigeration cycle and concepts. Thermodynamics of vapour compression refrigeration cycle. Refrigerants. Psychrometry. Cooling load calculations. Compressors. Condensers. Evaporators. Equipment matching. Liquid refrigerant control. Refrigerants and refrigeration piping. Low temperature refrigeration system. Absorption refrigeration system. Application of refrigeration.
MEE325	POWER PLANT ENGINEERING	Basic concepts and definitions. Thermal power plant. Thermodynamics: steam processes and cycles. Fuel and combustion. Steam boiler auxiliaries. Feed water heating and condition. Steam engines. Steam turbines. Stream condensing equipment.Draft apparatus. Chimneys and fans. Pollution control of flue gases. Steam, internal combustion engine, gas turbine and hydroelectric plants. Nuclear generators. Power plant economics. Instrumentation and control.
MEE329	APPLIED THERMODYNAMICS FOR ENGINEERING APPLICATIONS	Fundamentals of refrigeration basics and equipment (compressor, condensers, evaporators and expansion value). Types of refrigerant. Cooling load calculation. Compatibility of refrigeration equipment. Liquid refrigerant control. Air conditioning system. Calculation of cooling load for air conditioning system. Changes in weather conditions on a psychrometric chart. Optimal selection of size and air conditioning system.
MEE331	AUTOMATIC CONTROL ENGINEERING	Dynamic models. Dynamic response. Basic properties of feedback. The Root-locus design method. The frequency-response design method, state-space design. Digital control. Control system design: principle and case studies. Problem solving with numerical methods.
MEE332	MECHANICAL VIBRATIONS	Introduction to vibration and the free response. Response to harmonic excitation. General forced response. Multi degree of freedom system. Design for vibration suppression. Distributed-parametered systems. Finite element method. Problem solving with numerical methods.
MEE360	INDUSTRIAL TRAINING	Practical training in industry not less than 6 weeks during summer session.
MEE361	MECHANICAL ENGINEERING LABORATORY I	Mechanical measurements, uncertainty analysis, material testing (mechanical properties, physical properties, microstructure). Laboratories related to fluid and heat transfer.
MEE362	MECHANICAL ENGINEERING LABORATORY II	Mechanical properties of engineering material (Fatigue). The use of various equipments required in the testing of power plants, heat transfer, refrigeration and airconditioning system, air compressor unit, fluid pumps and hydraulic turbines, dynamic testing (vibration, gyroscope, accerleration of gear)
MEE363	PROFESSIONAL PRACTICE	Ethics in Engineering profession, Health Safety and Environment, turbomachinery and applications, Pneumatic and hydraulic system, air conditioning system and Fire Protection System, Introduction for standard selection for the previous topics
MEE364	INTRODUCTION TO CAPSTONE DESIGN PROJECT	An introduction to research for the capstone design project. Research planning for multidisciplinary in Mechanical Engineering, literature reviews, research ethics, analysis and synthesis of new knowledge to propose an interested proposal for the capstone design project both in Thai and English.
MEE422	COMBUSTION	Stoichiometric analysis. Energy-temperature analysis. Physical properties of fuels. Gas and oil burners. Ignition. Laminar and turbulent flame structure. Diffusion and premixed flames. Flames stability. Control of pollution from combustion.
MEE423	GAS TURBINE THEORY	Ideal gas turbine cycle. Performance of practical gas turbine cycle. Gas turbine cycle for aircraft propulsion. Thermal Combined Cycle. Compressor. Combustion systems. Axial flow turbines. Prediction of performance of simple gas turbine.
MEE428	THERMAL SCIENCES	Fundamental concepts of thermodynamics, fluid dynamics, combustion and heat transfer, Law of thermodynamics; Ideal gas law; Fluid mechanics; Combustion; Heat transfer; Steady flow devices; Refrigeration cycles; Internal and external flows.
MEE431	DYNAMICS OF VEHICLE	Dynamic modeling of vehicles and tire mechanics. Suspension kinematics. Vehicle stability. Vehicle structural design criteria. Vehicle vibrations and ride criteria, design considerations for vehicles.
MEE432	INTRODUCTION TO ROBOTICS	Current status of robotics and automation technology. Kinematics and dynamics of robotics manipulators. Index of difficulty and exterity. Positions and force control. Intelligent robotic system. Redundant robot. Hapticability.
MEE471	SPECIAL TOPICS I : COMPUTER AIDED DESIGN AND MANUFACTURING (CAD/CAM)	Introduction to CNC turning machine and 5-axis machining center. Axis and Coordinate systems used in CNC turning and 5-axis machining center. Generating toolpaths and machine code (G&M) for simple machine parts with command line. Use of advanced CAM software to generate toolpaths and machine code for more complex part. Hands-on experience in use of advanced CAD/CAM software and operation of extremely high precision CNC machine are provided in ME-KMUTT advanced manufacturing machine center.
MEE471	SPECIAL TOPICS I : NUMERICAL METHODS AND OPTIMIZATION: THEORY AND PRACTICE FOR ENGINEERS	Root of Equations, Systems of Linear Algebraic Equations, Least-Squares Regression, Numerical Differentiation and Integration, Ordinary Differential Equations, Finite Difference Methods, Unconstrained Optimization, Constrained Optimization, Topology Optimization
MEE471	SPECIAL TOPICS I : ATOMISTIC MODELING OF MATERIALS	Theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials. Specific topics include: energy models from classical potentials to first-principles approaches; Hartree-Fock theory, density functional theory and the total-energy pseudopotential method; errors and accuracy of quantitative predictions: review of statistical thermodynamics; thermodynamic ensembles, Monte Carlo sampling and molecular dynamics simulations; free energy and phase transitions; fluctuations and transport properties; and coarse-graining approaches and mesoscale models. Discusses applications such as the study and prediction of properties of chemical systems, including heterogeneous, molecular, and biological catalysts (enzymes), and physical properties of materials. Several computer laboratories will give students direct experience with simulations of classical force fields, electronic-structure approaches, molecular dynamics, and Monte Carlo.
MEE471	SPECIAL TOPICS I : FUNDAMENTALS AND APPLICATIONS OF GASEOUS FUEL COMBUSTION	Fundamentals of gaseous fuel combustion, Ignition, Flame, Flame stability, Gaseous fuel combustion technology and applications, Gaseous fuel combustion characteristic and flame analysis, Emission of gaseous fuel combustion, Technology of emission measurement and analysis, Gaseous burner technology
MEE471	SPECIAL TOPICS I : RISK AND DECISION ANALYSIS	Risk analysis; Principle and importance of risk and uncertainty; Flaw of Averages; Representation of uncertainty using distribution functions; Monte Carlo method; Decision analysis, Concept of decision rules, Sequential decisions over time, Use of decision tree, Lattice model; Value of information; Value of flexibility in decision making process; Value over time; Concept of discount rate; Net present value; Optimization using dynamic programming.
MEE471	SPECIAL TOPICS I : THRUSTER DESIGN FOR SPACE APPLICATIONS	Orbit in space, thruster, combustion, solid propellant, liquid propellant, compressible flow, supersonic flow, convergent-divergent nozzle, magnetic torquer and reaction wheel
MEE472	SPECIAL TOPICS II : AERODYNAMICS	Fundamental Concepts. The Equations of Motion of Fluids. The Incompressible Flow Model. Vorticity Dynamics in Incompressible Flows. Incompressible Boundary Layers. Fluid Dynamics Loads on Bodies in Incompressible Flows. Airfoils in Incompressible Flows. Finite Wings in Incompressible Flows. An Outline of Bluff-Body Aerodynamics.
MEE472	SPECIAL TOPICS II : MACHINE LEARNING, OPTIMISATION, AND DATA SCIENCE FOR MECHANICAL ENGINEERING	Introduction and fundamental of Optimisation, Regression methods from machine learning, Regression methods from machine learning, Regression methods and physics-based modelling, Dimensionality reduction, Reinforcement learning and digital twinning.
MEE472	SPECIAL TOPICS II : ADDITIVE MANUFACTURING	The course will teach basic principles of additive manufacturing proceeses including stereolithography, fused deposition modeling, laser powder bed fusion, and directed energy deposition. We will also review the state-of-the-art of technologies and relavant applications. The course will also establish the understanding of process-structure-property relationship of additive manufacturing, specially for metals and polymers, as well as the use of advanced engineering programs to design additive manufacturing applications.
MEE512	MECHANICS OF COMPOSITE MATERIALS	Properties and mechanics of fibrous, laminated composites. Classical lamination theory, micromechanics, stiffness and strength, fabrication and testing. Thermal stresses. Design, analysis, and computerized implementation. Use of computer software in problem-solving.
MEE516	BEHAVIOR OF MATERIALS AND APPLICATIONS	Introduction to various engineering materials. Their properties and applications. Design and selection of engineering materials. Stress and strain. Mechanical testing and analysis. Yielding and fatigue of materials. Plastic behaviors and models for materials. Effects of microstructures on mechanical behavior of materials.
MEE519	MATERIAL SCIENCE OF STEEL	The physical properties of iron and steel, Phase transformation in steel, Technical heat treatments, Time-temperature-austenitization diagrams and Time-temperature-transformation diagrams (TTA and TTT diagrams), Strength and deformation mechanism of crystalline material, Strengthening mechanism and yield behavior of steel and its microstructure, temperature and strain rate dependency, Toughness and fracture behavior of steel, Multiphase high strength steels, Cold forming and formability of steel, Macroscopic and microscopic failure criterion and modelling.
MEE523	THERMAL SYSTEM DESIGN	Design of thermal systems by systems simulation and optimization. Suitable operation condition of system: fans; pumps; compressors; engines; expanders; turbines; heat and mass exchangers; and fluids in conduits.
MEE524	NUCLEAR REACTOR PHYSICS	Fundamentals of nuclear reactor analysis and detailed mathematical and physical description of nuclear fission reactions, nuclear cross section, neutron life cycle and neutron distribution in reactor cores, neutron interactions with matter, neutron moderation with absorption and resonance, neutron transport equation, neutron diffusion equation, analytical and numerical solutions to neutron diffusion equation, fission product poisoning, fuel depletion modelling, nuclear reactor kinetics, and introduction to nuclear reactor analysis with computer codes.
MEE552	COMPUTATIONAL FLUID DYNAMICS	Analyses and applies key computational methods for solving fluid flow and heat transfer problems with Computational Fluid Dynamics (CFD). The course is primarily intended for graduate students in science and engineering, who want to learn the basic and modern techniques of computing fluid flow. The students are expected to solve the problems of various real world applications with commercial CFD codes (CFX) to analyze flow and heat transfer in problems.
MEE618	ADVANCED FINITE ELEMENT METHOD	Introduction to the finite element method. Types of elements. Element models. Development and evaluation of formulation for one, two and three dimensional elements in solid mechanics. The finite element method for application to heat transfer by conduction and convection, fluid mechanics. Application problems.
MEE651	GAS-LIQUID TWO-PHASE FLOW	Introduction, gas-liquid two-phase flow and heat transfer, two-phase flow patterns, flow regime maps, homogeneous flow, separated flow, bubbly flow, plug flow, slug flow, pressure drop in two-phase flow, critical two-phase flow, two-phasse flow in pipe fitting, pool boiling, critical heat flux in pool boiling, flow boiling, critical heat flux in flow boiling, condensation, condensers.
MEE655	TRANSPORT PHENOMENA	Viscosity and the mechanicsm of momentum transport. Velocity distibutions in laminar flow and turbulent flow. The equations of change for isothermal systems. Thermal conductivity and the mechanism of energy transport. Temperature distributions in solids and in laminar flow. Diffusivity and the mechanisms of mass transport. Concentrated distributions in solids and in laminar flow. The Equations of change for multicomponent systems.
MEE67200	RESEARCH METHODOLOGY AND BUSINESS MINDSET FOR ENGINEERS	Research Planning and Literature reviews, evaluate the reliability of scientific data, technical and scientific writing for research proposal, report, and thesis or dissertation, technical presentation and communication, analysis and synthesis of new knowledge, research ethic, patent, seminar and knowledge sharing as well as incubation of business mindset and entrepreneurship in technology business, and further development of research into sustainable business.
MEE673	SPECIAL TOPIC I : ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MECHANICAL ENGINEERING	Introduction to artificial intelligence and machine learning techniques. Topics covered will include mathematical foundations for machine learning algorithms, neural networks, deep learning, machine learning algorithms and machine learning applications in mechanical engineering
MEE673	SPECIAL TOPIC I : ELECTROCHEMICAL ENERGY STORAGE AND CONVERSION SYSTEM	Basic electroanalytical techniques. Modeling electroanalytical techniques. Electric double layer capacitors. Pseudocap acitors, Polymer electrolyte fuel cells. Redox flow batteries. Li-ion batteries. Solid-state batteries. Future battery technology such as semi-solid flow batteries, Na-ion batteries, Li-O2 batteries, and Li-S batteries. Numerical models for designing electrochemical energy devices
MEN100	COMPUTER PROGRAMMING FOR ENGINEERS	Introduction to computer system. Computer concepts. Computer component. Hardware and software interaction. EDP concepts. Program design and development methodology. High-level language programming. Application in engineering problems. Practice : design and test program to solve problems related to the topics mentioned in lectures.
MEN101	INTRODUCTION TO MATERIALS ENGINEERING	Introduction to Materials Engineering. Materials engineering and computational analysis. Materials engineering and automation and artificial intelligent. Materials engineering and Environment. Trips to industrial plants concerning materials engineering.
MEN111	ENGINEERING MATERIALS	Introduction to materials engineering (i.e. design, selection, and manufacturing). The structure-property-processing relationships in metals, alloys, polymers, woods, ceramics, and composites. A basic knowledge of atomic structure, atomic bonding, crystal structure, microstructure, and phase diagram. Understanding materials properties; such as, mechanical, chemical, thermal, electrical, magnetic, optical, diffusion, corrosion resistance, and degradation behavior.
MEN114	ENGINEERING MATERIALS LABORATORY	Preparation of metallographic specimens. Analysis to microstructure of steels, cast iron and non-ferrous metal. Heat treatment of steels. Mechanical properties testing of materials such as tensile strength test, impact and hardness test. Physical properties of polymer such as viscosity. Physical properties and electrical properties of ceramics.
MEN212	THERMODYNAMICS OF MATERIALS	Function of work and energy. First and second laws of thermodynamics. Criteria for equilibria in constant pressure processes. Free energy as a function of temperature, pressure and chemical potential. Equilibrium in gas mixtures. Chemical Equilibrium between condensed phases and gas phases. Free energy diagram. Solution behavior.
MEN213	PHYSICAL METALLURGY	Properties and manufacturing processes of steels, cast irons and non-ferrous alloys. Solidification of metals and alloys. Structures of metals. Plastic deformation. Fracture of metals. Strengthening and hardening mechanisms. Phase transformation and heat treatments. Wear and wear resistance. Corrosion. Analytical methods in metallurgy.
MEN21401	X-RAY DIFFRACTOMETRY	Introduction of X-ray diffractometry. X-ray diffraction of crystal. X-ray diffraction pattern. Phase identification from XRD pattern.
MEN21402	MICROSCOPE FOR MICROSTRUCTURAL OBSERVATION	Magnified image, resolution, optical microscope, electron microscope, and microstructural details.
MEN21403	POLYMER ANALYSIS	Polymer analysis by Spectroscopy, Thermal analysis and Flow analysis
MEN217	PHYSICAL METALLURGY FOR TOOL ENGINEERING	Overview of engineering metals and alloys. Metal production. Structures and properties relationship. Solidification of metals and alloys. Plastic deformation. Phase change and thermal treatment of metals. Strengthening mechanisms. Degradation of metals and alloys. Surface treatments structures. Properties and processing of importance specific alloys. e.g. steels, cast irons, selected non-ferrous alloys will also be presented.
MEN218	TRANSPORT PHENOMENA IN MATERIALS PROCESSING	Ficks first law and definition of diffusion coefficient. Fouriers Law and definition of thermal conductivity. Mass balance equation. Ficks second law. Energy and heat balance equation. Solutions of mass heat transfer problems at steady and non-steady state. Mechanisms of diffusion in solids. Momentum transfer of fluid. Laminar and turbulent flow and the momentum equation.
MEN221	METAL FORMING AND FABRICATION	Introduction to metal manufacturing processes. Formability. Sheet metal forming. Bulk metal forming. Melting and casting. Machining. Brazing and welding. Powder metallurgy. The cause of defects and solutions.
MEN231	POLYMER ENGINEERING	A basic of polymer science and engineering, structure and properties, types of polymer, molecular weight, theory of polymerization reactions, polymerization processes, flow and mechanical properties, polymer blend and composite, polymer processing, degradation and recycle process.
MEN234	POLYMER PROCESSING	Introduction of rheological properites of polymer melts. Relationship between the rheological properties and molecular parameters of polymers. Material formulation design for processing. Polymer processing: extrusion process, blow molding, injection molding, calendering, etc. Composite fabrication. Effect of processing conditions on quality of plastic parts. Practice in polymer processing. Automation and artificial intelligence for improving polymer processing.
MEN24101	CERAMICS AT THE ATOMIC LEVEL	Ceramic introduction, ceramic bonding, crystal and glass structures, defects and phase diagrams.
MEN24102	CERAMIC PROPERTIES AND RAW MATERIALS	Mechanical, optical, thermal, electric and magnetic properties of sintered ceramics, ceramic raw materials and characterization
MEN24103	CERAMIC FABRICATION PROCESSES	Ceramic and glass forming, drying, binder removal and sintering, ceramic microstructures
MEN301	INDUSTRIAL TRAINING	Undergraduate student must spend 8 weeks or at least 320 hours for practical training in industry.
MEN302	COOPERATIVE EDUCATION	Undergraduate student must spend 16 weeks or at least 640 hours period in industry or research institute to perform any task like a temporary employee. At the end of this period, every undergraduate must submit the academic report and must present the outcome to the cooperative-education advisor in order to consider a student to pass this course.
MEN312	MATERIALS ENGINEERING RESEARCH TOOLS	Use of tools in materials engineering research: tools for material characterization such as chemical composition, molecular structure, crystal structure, microstructure, particle size distribution, thermal properties. Other material properties measurement. Non-Destructive Testing.
MEN313	MATERIALS PROCESSING LABORATORY	Safety for working. Heat treatment of steels. Metal casting. Welding. Particle size and dispersion/setting behavior of ceramic powder. Plaster mold making and slip casting. Quality inspection of plastic injection molding. Assembly line balancing. Plant layout analysis.
MEN314	MECHANICAL BEHAVIOR OF MATERIALS	Overview of mechanical behavior. Structure and deformation in materials. Engineering materials. Mechanical testing. Stress-strain relationships and behavior. Composite materials. Permanent deformation. High temperature deformation. Fracture and fatigue of engineering materials.
MEN316	MATERIALS TESTING LABORATORY	Metallographic preparation. Materials testing of statics and dynamics, thermodynamics and flows: hardness, tensile strength, impact strength, flexural strength, fatigue, thermal conductivity, melt flow index, and flow measurement.
MEN351	MATERIALS DEGRADATION AND FAILURE	Degradation of metal, ceramic, polymer and composite: corrosion, chemical degradation, mechanical degradation, and thermal degradation. Failure analysis and prevention. Non-Destructive Testing.
MEN352	MATERIALS SELECTION AND DESIGN	Selection of materials for engineering systems. Material selection chart. Materials selection with and without consideration of shape. Materials selection by multi-constrains. Process selection. Source of materials properties data. Materials eco- selection. Case study.
MEN353	PRODUCT DESIGN	Principle of product design from engineering materials. Creativity in product design for consumers based on basic design factors; usability, aesthetic, dimension and shape, comfortable. Material selection and cost reduction without loss of product value. Communication of engineering drawing with specific software. Practice on creativity on product design and making prototype. Industrial product design project.
MEN362	MATERIALS ENGINEERING EXPLORATION	Exploration in materials engineering for both academic part and industrial plants. Literature review. Technical writing. Keyword determination. Reference citation. Oral and poster presentation preparation. Presentation. Technical seminar participation. Seminar on research modern topics regarding materials and manufacturing technology both recently and in the future. Trips to industrial plants concerning materials engineering.
MEN424	POWDER METALLURGY	Synthesis of metal powders by atomization, oxide reduction, chemical, and mechanical methods. Characterization and beneficiation of metal powders. Shaping of powder metal parts by injection molding and compaction. Sintering methods of powder metals, including hot pressing and liquid phase. Post sintering processes, including machining and impregnation. Properties and applications of metals and their alloys, including iron/steel, copper/bronze, light metals such as titanium and refractory metals such as tantalum.
MEN438	BIODEGRADABLE POLYMER AND APPLICATIONS	Classification and development of biodegradable polymer. Properties and mechanism of degradation. Techniques and Biodegradation testing. Industrial applications and medical applications of biodegradable polymer.
MEN446	WHITEWARES AND GLASS	For Whitewares; Common raw materials, including those in Thailand, and advanced batching techniques. Pottery forming methods, including hand building. Sintering of multicomponent bodies and common defects. Processing equipment, including dryers & kilns. Glazes and glazing of whitewares. For Glasses; Glass families and thermal behavior. Glass melting and fining. Glass forming methods, including float glass. Glass structure and viscosity. Physical and optical properties, including color. Thermal and chemical strengthening mechanisms. Glass-ceramics processing, including microstructures.
MEN451	SURFACE ENGINEERING	Fundamental knowledge of surface engineering, Vacuum technology, Deposition mechanism, Physical Vapor Deposition, Chemical Vapor Deposition, Current technology in surface engineering and thin film depositions, Hard coatings, Nanocrystalline thin films, Comprehensive overview of thin film characterizations, Microstructure analysis, Physical and chemical characterizations
MEN452	ADDITIVE MANUFACTURING	Basic principles of additive manufacturing: stereolithography, digital light processing, laser sintering, fused deposition modelling, inkjet, selective deposition lamination, direct metal laser sintering. Understanding processing, structure, property relationships in materials fabricated using additive manufacturing focused on metal, polymer, ceramic, and advanced materials. Post-processing. Process selection guidelines. Application of additive manufacturing.
MEN457	MATERIALS FOR AUTOMOTIVE COMPONENTS	Basic knowledge in the design and manufacturing of automotive components. Materials selection. Conventional and advanced materials for various automotive components. Material testing and standard materials testing for various automotive components.
MEN462	MATERIALS ENGINEERING PROJECT STUDY	Study on properties and industrial application of materials. Cost estimate planning.
MET201	MACHINERY TECHNOLOGY PRACTICE AND MAINTENANCE	Use of basic tools in mechanic Technology; diesel and gasoline engine practice; fuel injection system, ignition system, air intake and exhaust gas system, internal combustion. Workshops; using special tools, tune-up engine, part engines inspection. Problems analysis using special tools. Overhaul engine. Performance testing and maintenance. Cost estimation.
MET201	MACHINERY TECHNOLOGY PRACTICE	Use of basic tools in mechanic Technology; diesel and gasoline engine practice; fuel injection system, ignition system, air intake and exhaust gas system, internal combustion. Workshops; using special tools, tune-up engine, part engines inspection. Problems analysis using special tools.Overhaul engine.Performance testing and maintenance. Cost estimation.
MET211	FLUID TECHNOLOGY AND FLUID MACHINERY	Fluid mechanics, flow of fluids, continuity equation, conservation at momentum and energy, Bernoulli equation, flow in two directions, non-viscous fluids flow in pipes and over bodies, laminar and turbulent flow, frictional loss and friction factors, definition and concepts of fluid machineries, classification and characteristics of fluid machineries, compressors, pumps, and fans.
MET212	THERMAL TECHNOLOGY AND HEAT TRANSFER	Thermodynamic systems and state variables; thermodynamic properties of pure substance; thermodynamic processes; reversible and irreversible; the first and second law of thermodynamics; thermodynamic cycles; entropy; isentropic efficiencies; refrigeration cycles, Principle of conduction heat transfer; convection heat transfer; laminar and turbulent flow; boiling and condensation; heat exchanger; thermal radiation; experiments; case study and application in heat transfer processes.
MET241	ENGINEERING MECHANICS
MET251	FUNDAMENTAL OF DYNAMICS SYSTEM AND CONTROL	Introduction to differential equation. Fundamental of mathematical model, mechanical model. Electrical model. Servo mechanism model. Fundamental of MATLAB program. Response of system using MATLAB program. Case study using MATLAB program.
MET311	POWER PLANT TECHNOLOGY	Thermodynamics review; Rankine cycle; reheat-generative cycle; feed water heating system; fossil fuel; steam generators; fuels and combustion; turbine systems; gas turbine cycles; waste heat from boilers; total system efficiency; the condensate-feed water systems; the circulating-water system; steam turbine; energy conservation for boiler; co-generation system; biomass power plant system; biogas power plant system; experiments and case studies of power plant technology.
MET312	SUSTAINABLE ENERGY SYSTEM DESIGN	Heating (or thermal) system: heat balance; proper selection and maintenance of energy equipment; energy conservation in energy system of industries and building; analysis efficiency combustion system; design of recovery of condensate, use of flash steam, recovery of heat from flue gas; analysis of reduction of peak power usage; increasing of power factor.
MET321	ENERGY CONSERVATION TECHNOLOGY IN INDUSTRY AND BUILDING	Energy conservation policies, energy management, energy cost, energy conversation in equipment/system, heating or thermal system analysis, heat balance of boilers and furnaces, economic thickness of insulation, electrical system, air compressor, reduction of peak power usage, increasing of power factor.
MET351	AUTOMATIC CONTROL SYSTEMS IN MECHANICAL TECHNOLOGY	Operation between open loop and closed loop for dynamics system. Hardware for dynamics system and control. Software interface to control hardware for a dynamic system. Mathematic dynamics system models: Ordinary differential equation/ Laplace transform. Control algorithm such as PID algorithm. Stability of a transfer function using Rouths principle. Application of integration between hardware and software to control a dynamics system
MET352	HYDRAULIC AND PNEUMATIC PRACTICE	Operation between pneumatics and hydraulics system for industry today. Hardware for pneumatics and hydraulics systems and control. Software for simulation of pneumatics and hydraulics system. Single acting piston control in pneumatics system. Double acting piston control in pneumatics system. Circuit system of pneumatics and hydraulics system. Circuit system of pneumatics and hydraulics system with continuous motion interacted with electric equipment and solenoid valves.
MET353	HYDRAULIC AND PNEUMATIC PRACTICE	Design and installation Pneumatic and Hydraulic system; design of continuous circuit; control circuit with relay; PLC; maintenance and solving problems systems.
MET412	ENERGY TECHNOLOGY LABORATORY	Study of statics and dynamic characteristics in thermal instruments, and measuring methods: pressure, temperature, velocity, flow rate, level, force, heat transfer, flow of fluid, and combustion; estimation of systematic error; data management and presentation; case study and application.
MET431	HYBRID AND ELECTRIC VEHICLES TECHNOLOGY	Concept of alternative energy in automotives, electric vehicles, hybrid vehicles, powertrain technology, electrical energy storage, charging, and regenerative energy, and modern automotive technology.
MET481	SPECIAL TOPIC IN MECHANICAL TECHNOLOGY I : HYBRID VEHICLE TECHNOLOGY	Study and practice about The operating system of the hybrid vehicle system. A look at the optional battery, ECB system, sensor features and control system. Data analysis and drawing of engine fault homograph charts. Power divider device Reduction gear set High voltage battery Power control Inverter Motor and generator (MG). HV output calculation. Hybrid control system. (Signal inputoutput) High-voltage battery cooling system Brake system actuator set Communication Systems (CAN), Use of Repair Manuals (TSIC), Hybrid System Problem Analysis and Precautions, Service Inspections for High Voltage Hybrid Systems
MET482	SPECIAL TOPIC II : TOYOTA PRODUCTION SYSTEM	Study and practice Production process model Toyota Simulation 6 Step, the key principles of production quality Corporate, Continuous improvement, Just in time, Culture Management Philosophy Toyota Way Service, Inspection and Quality Control
MET483	SPECIAL TOPIC III : NOISE, VIBRATION AND HARSHNESS	Study and practice about the nature of noise. Vibration To resolve crashes by combining sensory and noise analysis tools. Or abnormal vibration By searching for the root cause and mechanism of the actual problem To repair by improving the problem together with the disassembly process according to the repair manual.
MET484	SPECIAL TOPIC IV : AUTONOMOUS AND COMMUNICATION TECHNOLOGY IN VEHICLES	Study and practice on communication technology, technology (T-connect / shared), customers and mixtures of telematics, channels, service models (Mobility Service Platform), root cause search and problem analysis of T-Connect system. Study about evolution Basic principles of autonomous vehicle part structure Working principle of Digital connected system (Telematics) Working principle of Digital communication system (can-bus) principle of operation of Toyota Safety sense system Principles of problem analysis and servicing autonomous vehicle systems according to repair manuals.
MIC101	GENERAL BIOLOGY	Cells and organelles. Membrane transportation. Cell cycle. Biomolecules and enzymes. Cellular respiration and photosynthesis. Classical and molecular genetics. Evolution and biodiversity. Human biology. Ecology.
MIC10101	CELLULAR BIOLOGY	Study the features of organisms, the chemistry of life, scientific methodology, cells, metabolisms
MIC10102	GENETICS & EVOLUTION	Study Mendelian Genetics, Molecular Genetics, Biotechnology, Mechanism of evolution, Classification of organisms and Biodiversity
MIC10103	ORGANISMAL BIOLOGY	Study plant structure and function, animal structure and function, Ecology and behavior
MIC111	GENERAL MICROBIOLOGY	Introduction to microbiology. Prokaryotic cells. Eukaryotic cells. Characteristics of bacteria, fungi (molds and yeasts), algae, protozoa, mycoplasma, rickettsia, chlamydia and virus. Microbial growth. Microbial genetics. Microbial metabolism. Environmental effect on microbial growth and control of microorganisms. Importance of microorganisms to environment, agriculture, industries and medicine. Microbiological work safety. Effect and protection of environments from microbial used.
MIC191	GENERAL BIOLOGY LABORATORY	Light microscopes in practice. Study of microbial, plant and animal cell structures. Cell division. Photosynthesis. Plant respiration. Biomolecules. Mundelein genetics. Osmosis. Enzyme activity.
MIC192	GENERAL MICROBIOLOGY LABORATORY	Learning basic microbiology techniques e.g. aseptic techniques. Microbial count, staining, and microbial culture purification technique. Morphological study of bacteria, yeast, mold, protozoa, algae and actinomycetes. Study of environmental conditions and factors affecting microbial growth. Extraction and detection of bacterial DNA.
MIC211	BACTERIOLOGY	Overview of bacteriology. Impact of bacteria on the environment and human. Bacterial cell structure and function. Nutrition and growth of bacteria. Growth of bacterial populations. Control of bacterial growth. Bacterial metabolism and genetics. Regulation and control of metabolic activities. Principle of bacterial taxonomy. Diversity of bacteria. Bacteriophage. Bacterial relationships with animal and plants. Principle of bacterial pathogenesis. Bacterial pathogens and diseases of humans.
MIC212	MYCOLOGY	Fundamental knowledge of fungi. Structures and functions of fungal cells. Fungal evolution. Characteristics and classification. Factors affecting growth and reproduction. Potential benefits and damages of fungi. Prevention and control of fungal growth and their activities. Importance of fungi for the society, economy and related industry.
MIC224	BIOSAFETY AND QUALITY ASSURANCE	The regulation and control of biosafety. Risk assessment and biosafety guideline. Biosafety practices. Biosafety law and regulation. Biosecurity in laboratory. Principal of laboratory biosafety. The transportation of biomaterials. Laboratory facilities design and engineering control. Internal quality control and quality assurance system of microbiological laboratory. Calibration of microbiological instruments.
MIC231	BIOCHEMISTRY I	Introduction to biochemistry. Chemical structure and biological functions of carbohydrates, lipids, proteins, nucleic acids and enzymes.
MIC241	IMMUNITY TO INFECTIOUS DISEASES	Anatomy of immune system. Non-specific and specific immunity. Humoral and cell mediated immunity. Antigen and antibody. Immunogenetics. Role of cytokines for the regulation of immune response. Immune response to infectious agents and cancer. Biotechnology for vaccine production and immunotherapy.
MIC242	FUNDAMENTAL OF VIROLOGY	Viral structure and taxonomy. Diagnosis and viral cultivation. The mechanism of viral infection and replication in host cell. Viral pathogenesis. Viral evolution and the emergence of new viruses. Prevention and control of viral diseases. The application of virus as gene delivery.
MIC243	IMMUNOLOGICAL TECHNIQUES AND VIRAL DIAGNOSIS	Immunological techniques for study antigen and antibody interaction and application for disease diagnosis. Viral cultivation and current diagnosis in laboratory.
MIC244	VIRAL DISEASES	Respiratory viral diseases. Nervous system viral diseases. Digestive system viral diseases. Sexual transmission viral diseases. Hepatitis viral diseases. Prevention treatment and diagnosis.
MIC245	IMMUNOPATHOLOGY	Hypersensitivity. Autoimmune. Immunological tolerance and impairment. Organ transplantation. Treatment and regulate of immune functions.
MIC271	FOOD PRESERVATION	Principles of food preservation. Food processing technologies including thermal processing, drying, freezing, food additives, food irradiation, food fermentation and other non-thermal processing technologies.
MIC291	DETERMINATIVE BACTERIOLOGY LABORATORY	Isolation of bacteria and pure culture techniques. Cell staining and colony morphology characteristics. Preparation of biochemical media for bacterial identification. Bacterial culture preservation. Identification of unknown bacteria based on conventional and molecular approach.
MIC292	MYCOLOGY LABORATORY	Screening for yeasts and molds from natural habitat. Classification and identification of yeasts and molds by morphological, physiological, biochemical, and molecular biology techniques. Observations of yeast and mold strains that involved in industrial, food, feed and agriculture. Yeast and mold growth. Measurement of yeasts and molds in foods, feeds and other ecosystems.
MIC293	BIOCHEMISTRY LABORATORY I	Principle and application of basic instruments for measurement and analysis of biomolecules such as spectrophotometer, pH meter and centrifuge. Qualitative and quantitative analysis of carbohydrate, lipid, protein and nucleic acid. Determination of enzyme activity and enzyme characteristics..
MIC294	FOOD PRESERVATION LABORATORY	Practices on raw material preparation and food preservation methods.
MIC321	BASIC BIOPROCESS ENGINEERING	Basic bioprocess engineering calculations. Material balances and energy balances. Stoichiometry of growth and product formation. Fluid flow and mixing. Mass transfer and heat transfer during fermentation. Growth kinetics in fermentation process. Overview of product recovery.
MIC322	FOOD MICROBIOLOGY	Microorganisms importance in food processing and food spoilage. Factors affecting growth and survival of microorganisms in food. Food spoilage. Fermented food. Control and prevention of food spoilage using hurdle technology. Food legislations and safety. Evaluation assessment and control of food contamination. Control of microorganisms in food using chemical, microbiological and physical methods.
MIC323	INDUSTRIAL MICROBIOLOGY	Fermentation technology, Products obtained from microbial metabolisms in industries such as alcoholic beverages, biofuel, microbial enzymes, food additives and supplements, fermented foods, health care products. Enzyme immobilization, Application of microorganisms in agriculture and environment
MIC332	BIOCHEMISTRY II	Metabolism of carbohydrate, lipid, protein and nucleic acid. Genetic engineering. DNA replication . Gene expression. RNA synthesis by transcription process. Protein synthesis by translation process. Posttranscriptional RNA modification. Posttranslational modification of proteins.
MIC333	MICROBIAL GENETICS AND PHYSIOLOGY	Synthesis of genetic materials and proteins in microbial cells. Molecular genetics and regulation of gene expression, Microbial cell structures and functions, Metabolisms of biomolecules and their energetic, Effect of environmental factors on microbial growth, Cellular differentiation, Application of microbial physiology in food industries, biotechnology, medical and pharmaceutical for disease prevention and treatment
MIC391	BASIC BIOPROCESS ENGINEERING LABORATORY	Material balances and stoichiometry of growth and product formation. kLa measurment for oxygen transfer in fermenter. Optimization of conditions for cell growth and product formation. Enzyme kinetic. Kinetic analysis of batch and continuous fermentation.
MIC392	BIOCHEMISTRY LABORATORY II	Principle and application of biochemical instruments including gas chromatograph, high performance liquid chromatograph and atomic absorption spectrophotometer. Basic techniques in DNA technology including plasmid isolation, DNA analysis by agarose gel electrophoresis, quantitative analysis of DNA and transformation of DNA. Enzyme purification techniques including protein precipitation, protein purification by column chromatography, protein analysis using sodium dodecyl sulfate-polyacrylamide gel electrophoresis.
MIC393	INDUSTRIAL MICROBIOLOGY LABORATORY	Microbial isolation. Solid state fermentation. Enzyme and/or cell immobilization and their application. Products from fermentation such as fermented foods, organic acids, and etc., Site visit or Field trip
MIC394	FOOD MICROBIOLOGY LABORATORY	Enumeration techniques for microbial cells in food products. Isolation of important microorganism in food. Food fermentation. Heat resistance of microorganisms. Physical and microbiological examination of canned food. Factors affecting food spoilage. Detection and analysis of food spoilage and food borne pathogens.
MIC399	INDUSTRIAL TRAINING	Practical training in industries, governmental organization or private sectors for at least 6 weeks during summer session.
MIC421	APPLIED MICROBIOLOGY	Rapid methods in microbiology. Natechnology and biosensor. Classical and recent applications of microorganisms and their bioproducts. Biotechnological innovations. Developments of molecular genetics in microbes for developments and improvements of environment, agriculture, medicine, food and industry.
MIC433	GENE AND PROTEIN TECHNOLOGY	Genetic engineering and applications. Genetic modified organisms. Bioinformatics. Functional genomic and proteomic analysis. Safety, regulation and ethics of genetically modified organisms. Overview in structural biology and protein structure. Relationship between structure and function of proteins from different classes. Prediction of secondary structure. Homology modeling. Protein folding and its kinetics. Techniques of determining the three-dimensional structure of proteins which include X-ray crystallography. Nuclear magnetic resonance spectroscopy and cryo-electron microscopy. Protein structure and a molecular approach to medicine.
MIC451	SOIL MICROBIOLOGY	Soil structure and components. Soil ecology. Roles and activities of microorganisms in soil and their interactions with environment. Transformation of organic and inorganic matters in soil. Carbon cycle. Microbial transformation of carbon compounds. Nitrogen cycle. Microbial transformation of nitrogen compounds. Sulfur cycle. Microbial transformation of sulfur. Transformation of phosphorus, iron, manganese, and potassium in soil by microorganisms. Mycorrhiza. Advantageous application of soil microorganisms
MIC452	ENVIRONMENTAL MICROBIOLOGY	Fundamental of ecology. Roles of microorganisms in environment. Biodegradation of xenobiotic compounds and bioremediation. Biological waste treatment (solid, liquid and gas). Biological control. Clean technology. Nanobiotechnology.
MIC495	INDUSTRIAL COOPERATIVE LEARNING	Students have opportunities to practice in industrial sectors for 10-12 weeks; practice working skills, and/or carry out a project to solve problems in industries. Students are required to write full reports and conduct presentation concerning their industrial cooperative learning experiences.
MIC601	MOLECULAR CELL BIOLOGY	Molecular organization of the cell. Cell function in both morphological and molecular levels. Techniques in cell analysis. Mechanism of chemical transportation across cell membrane. Genetic mechanisms of the cell. Cytoplasmic organelles and cell cytoskeletal, protein transportation and secretion. Bioenergetics, cell cycle and division. Cell injury and cell death. Cellular communication and signal transduction. Cell development and tissue generation. Cell specialization and cell technology.
MIC602	INSTRUMENTATION TECHNIQUES	Theories, principles and advanced applications of microbiological and biochemical instruments. Microscopes. Electrochemical techniques. Bioseparation technology. Spectroscopic and chromatographic methods for quantitative and qualitative analyses of biomolecules.
MIC602	INSTRUMENTATION TECHNIQUES	Theories, principles and advanced applications of microbiological and biochemical instruments. Microscopes. Electrochemical techniques. Bioseparation technology. Spectroscopic and chromatographic methods for quantitative and qualitative analyses of biomolecules.
MIC603	ADVANCED MICROBIAL PHYSIOLOGY	Microbial cell chemistry and molecular structure. Growth and nutrition requirements. Microbial metabolism including anabolism and catabolism. Environmental factors affecting microbial growth. Microbial multiplication. Protein synthesis and its control. Gene regulation.
MIC616	EXTREMOPHILES AND BIOTECHNOLOGICAL APPLICATION	Microorganisms in the extreme environments; halophiles, thermophiles, psychrophiles, acidophiles and alkaliphiles. Current state of knowledge on growth, biochemistry and molecular biology of extremophiles. Potentials for the development of innovative products and new industrial processes.
MIC621	AGRICULTURAL AND INDUSTRIAL WASTE MANAGEMENT	Sources and characteristics of agricultural and industrial wastes. Sustainable waste management strategies. Waste prevention. Waste minimization. Utilization of agricultural and food processing wastes by physical methods, chemical methods, microbial fermentation and enzymatic reaction for the production of food, feed, valuable compounds and energy. Biological waste treatment technologies. Process design and operation. Exploitation of genetically engineered microorganisms for waste treatment and on-site visits for the application of waste utilization to farmers and industrial sectors.
MIC633	EXPERIMENTAL DESIGN AND STATISTICAL ANALYSIS	Experimental designs.Statistical analysis and interpretation of data.Estimation and hypothesis testing.One and two-way analyses of variance.Regression analysis of frequency data. Principles of experimental design. Simple randomized design. Multiple comparisons. Factorial design. Simple repeated measures. Randomized blocks design. Split-plot design.Generalization to higher order designs.
MIC641	SELECTED TOPICS IN APPLIED MICROBIOLOGY	Topics of current interest in microbiology applied for food, health, environment and agriculture selected by staff member or a group of students. A special lecture. Paper discussion, criticism, and presentation done by individual or group of students. Topics changed each semester.
MID101	INNOVATE OR DIE	This course focuses on why innovation or innovative thinking are behind success stories, why product, service, or brand thrives or fails, how a good product or service requires the alignment of design, business, and technology. Circumstance and context behind remarkable success and failure will be scrutinized, including the socio-cultural and environmental impact of a product or service. Cases are used to provide foundation and serve as cache of ideas for future applications.
MID102	INTRODUCTION TO DESIGN THINKING	This course provides basic knowledge and understanding of design thinking such as user research, concept development and testing, product/service/system development, as well as how to create new business models. Student will learn to create innovative solutions and to leapfrog creativity and innovation through an easy-to-use, step-by-step guideline including empathize, define, ideate, prototype and test.
MID103	VISUAL COMMUNICATION	This course is an introduction to basic visual language and principles used in everyday communication. Visual perception is explained as a form of cognitive activity; how meaning can be visually conveyed, how everyday visual experiences can inform thinking and how meaning or symbol could vary in different time and culture. Tools and techniques that can be used for visual communication is included.
MID104	DESIGN FOR SOCIAL AND ENVIRONMENTAL IMPACT	This course is designed to broaden students perspective on design and exercise empathy to the larger scale of society or environment. Analyzing and weighing pros and cons of important innovations, student will learn about unintended impact of great innovations and how to avoid it. We will cover ranges of issues such as ethical dimension, challenges, obstacles, and ingenious solutions by social entrepreneurs. Local social problems will be used as an exercise.
MID105	DESIGNING IN CONTEXT	This course highlights the importance of context in design. Context could be a place, a non-place, a virtual space, or a social and cultural setting. Definition and scope of context is covered including different tools that can be used to make context evident and to inform design, such as geographical map, cognitive map, and diagram. Case method is used to demonstrate how the specificity of context can lead to a good design. Case method is used to demonstrate designs that either adhere or ignore the context and consequences that follow.
MID201	EXPEDITION TO INNOVATION	This course is an introduction as well as a comprehensive summary to the world of innovation and entrepreneurship. Students will have a glimpse into possibilities and variations of proposal. As a team, students will select an issue, or a problem and tackle it systematically. At the end of the course, students will propose a proposal that will be developed into a business during the program of study. The content of business proposal should cover WHY, WHAT, WHO and HOW as well as responding to the framework of innovation, Desirability, Viability and Feasibility.
MID301	SPECIAL TOPIC STUDY I: INTERNATIONAL BUSINESS CASE STUDIES	Special study that is adjusted to current needs This course is focusing on businesses abroad related to the business learners are forming.
MID302	SPECIAL TOPIC STUDY II : IMPLEMENTATION OF TEACHING METHOD MANAGEMENT IN SCHOOL	Special study that is adjusted to current needs This course is focusing on implementation of Teaching Method Management in School
MID303	SPECIAL TOPIC STUDY III : ENVIRONMENTAL PSYCHOLOGY AND APPLICATION IN SCHOOL	Special study that is adjusted to current needs This course is focusing on applying environmental psychology in school.
MIT621	BUILDING A SUSTAINING INNOVATIVE ORGANIZATION	Sustainability of innovative organization is not measured only by business results such as productivities and profits, but the organization must nurture strategies that support environment and social sustainability as well. This subject will enlighten students regarding the sustainability strategy design.
MIT622	MANAGING INNOVATION INITIATIVE	Innovation initiatives must be embedded in business strategy from the beginning. Otherwise, the organization will face Red Ocean since day one. This subject will implant the ideas of innovation initiatives into students mind to avoid red ocean competitions.
MIT623	FUNDAMENTAL OF INNOVATION ECOSYSTEM	Innovation ecosystem composes of many infrastructures and other components, such as cultures, technological infrastructures, government policies, economic status, and other local considerations. Understanding these components can improve students in term of innovative strategy formulation.
MIT624	FUTURISTIC THINKING AND FORESIGHT	Futuristic thinking and foresight skills can prepare organizations for turbulent time ahead. By preparing for the uncertain future, organization can have higher chance of survival. This subject will cover knowledge and skills regarding futuristic thinking skills, business and technology forecasting techniques, and foresight skills.
MIT625	CUSTOMER INSIGHT FOR NEW PRODUCT DEVELOPMENT ORIENTATION	Initiation of innovative products or services requires the knowledge of customer insight. This subject will cover knowledge and skills that assist students to understand customer insight such as design thinking and empathy map, etc. The apprehended insights then will be useful for successful product and service development.
MIT626	MANAGING INTELLECTUAL PROPERTY OF INNOVATION	Intellectual property is one of the key components of innovations. Skills on managing intellectual property, such as protecting IP right, IP valuation, and IP acquisition, will be critically important to business success. Including related laws and regulations.
MIT627	TECHNOLOGY AND KNOWLEDGE TRANSFER	Innovation creation requires exchanges of technology and knowledge in many directions among related parties such as R&D, suppliers, manufacturers, and marketing. The ability to transfer technology and knowledge then play an important role in cooperating innovation projects. This subject will guide students to the processes and factors of transferring technology and knowledge.
MIT628	MARKETING AND INNOVATION COMMERCIALIZATION	At the end of innovation funnel, Marketing and Innovation Commercialization will be the last key to unlock a victory. Without acceptance from customers, products or services cannot contribute anything to business. Thus, this subject will equip students with knowledge, skills and techniques in Marketing and Innovation Commercialization needed to support innovation project.
MIT629	MORPHOLOGICAL INNOVATION	Every product, service, or industry will reach its maturity at one point, and it will lead to the end of life cycle eventually. For business to stay competitive, it must identify its new s-curve at the right time. Studying morphological innovation will provide students the guideline of creating new s-curve based on an organizations abilities and competencies in a new terrain or new segment.
MIT640	INNOVATION WORKSHOP	Innovation Workshop (IW) is an intensive course that is mandatory for all MSc students; it is designed to foster innovators, focuses on teamwork, group projects, and sparks entrepreneurial instincts from the very first days of study. IW is the first course focused on the Entrepreneurship and Innovation.
MIT644	SPECIAL TOPIC III: TOOLS FOR IDEAS AND KNOWLEDGE MANAGEMENT	This course aims to develop students into specialists in organizational idea and knowledge management. It provides comprehensive understanding of transforming creative concepts into valuable innovations while systematically managing knowledge resources within organizational frameworks. Students will develop expertise in utilizing contemporary tools and methodologies to design and implement idea and knowledge management systems that foster organizational learning, support strategic decision-making processes, and drive sustainable growth.
MMD110	HUMAN ANATOMY	This course aim to study in anatomy of human body; structure and relationship between skin, bones, joints, nerves, blood vessels and lymph vessels of upper extremities.
MMD111	PHYSIOLOGY	Studying cell physiology, Muscular system and nervous system, cardiovascular, respiratory, digestive, excretory, endocrine and reproductive systems, body temperature regulation, fluids and electrolytes. By intregrating the contents of medical terminology into the teaching subject to ba able to memorize medical terminology and the knowledge of physiology.
MMD112	PERSPECTIVE OF SCIENCE	This course aims to study for History of ScienceScience ,Application to Media, Media Affecting Science, Forms and Methods of Scientific Research as case study to media research.
MMD120	MEDICAL AND SCIENCE MEDIA FUNDAMENTAL	Study of the history of science, systematic problem solving in science, application of scientific solutions for media applications, The impact of media on science. History of medical and science media. Formats and methods in scientific research as case studies in media research.
MMD122	PRINCIPLES OF ANATOMY DRAWING	Studies of the principles of human anatomy to study the human body skeleton, bone and muscle proportions from skeleton models, textbooks, diagrams, photographs and lectures, as well as learning medical terminology on the human body, to create the replicas.
MMD130	DESIGN PRINCIPLE	This course aims to learn about the basic principles of 2D designing through the use of visual arts elements to develop the form, surface, value, and colors, along with the internal composition arrangement, learn the composition of artistic work and design to be used in both rough and refined design and develop the pieces of artworks.
MMD131	DRAWING	Practices of transmission skills by drawing pictures from what they see and studies of structure, proportions, and composition that are perfect for the image drawing, as well as learning how to use lines to create shapes, light, and shadows; and the principles of creating dimensions between objects in a picture to be able to set distance on a 2D plane.
MMD140	MEDIA EQUIPMENT MANAGEMENT AND STREAMING	Studies of the principles, background, importance, types and methods of still image and animation technology, as well as basic knowledge of storage and maintenance of media production devices. Also learning operational and management guidelines associated with media devices, including trends and evolution of media devices.
MMD142	TECHNOLOGY AND MANAGEMENT OF MEDIA EQUIPMENT	Studies of the principles, background, importance, types and methods of still image and animation technology, as well as basic knowledge of storage and maintenance of media production devices. Also learning operational and management guidelines associated with media devices, including trends and evolution of media devices.
MMD220	MEDICAL AND SCIENCE MODEL PRODUCTION 1	Practices of molding high relief, low relief and floating models for creating prototypes by sticking to the principles of proportion and forms for producing medical media in form of models, replicas, artificial organs and general sciences.
MMD221	PRINT AND PRODUCTION OF PRINT MEDIA	The study of principles and theories of printed media designs, in addition with the history and the importance of printed media design, the design elements, sorting the types of printed media and the procedures in creating the media. And also learn about production planning, content preparation, the design and processing of the manuscripts. To study about the design and element arrangement, the usage of illustrations, the selection of characters, printing systems, printing materials, the management and control of quality to make it exquisite and suitable for medical media.
MMD230	COMPUTER GRAPHICS	This course aim to study of using software related to design and graphics 2D graphic design, vector graphics software, Raster graphics software, graphic management, page management to be used to design the medical and scientific media.
MMD233	VIDEO PRODUCTION PRACTICE FOR MEDICAL MEDIA 1	Practices of scriptwriting and operating pre-production and production processes, including utilizing video production device operation skills for filming a variety of animations, such as TV shows, movies and programs related to medicine and science, taking place both outside and inside the laboratory.
MMD235	SOUND DESIGN AND RECORDING	This course studies to principles of sound, hearing, production, sound recording and mixing, scripting about sound in the production process, skills to use equipments and software in production, sound recording and mixing, influence of sound on the perception, understanding and interpretation, concept of voice communication , concept of sound application to produce the medical and science media.
MMD240	PRINCIPLES OF MEDICAL AND SCIENCE DRAWING	The study of structure and roles of cells and the basic tissues which are composed of epithelial tissue and nervous tissue along with the organic systems of the body. Students would be able to draw and color cells, tissue, organic systems and organs and would be able to read, remember and write cells, tissue, organic systems and human organs and even draw and color various kinds of microscopic life forms from various equipment, such as microscopes, and would be able to generate medical media for further use in medical research.
MMD241	PRACTICE IN MEDICAL PHOTOGRAPHY	Practices of medical photography, both still and moving images, including utilizing photographic device operation skills for medical works and being proper behavior photographer, such as photography in the laboratories, operating rooms, and diagnostic rooms, as well as photography of the lesions and the forensic purposes, applying to teaching and learning, research, diagnosis, medical purposes, public health and science.
MMD310	PATHOLOGY AND MEDICAL MICROBIOLOGY	The study of morphology, characteristics, properties, life cycle and physiology of microorganisms that affect human health, pathogenesis, inflammation, cell aging, cell death, infection and host defense, epidemiology, control and growth inhibition of microorganisms.
MMD320	MEDICAL AND SCIENCE MODEL PRODUCTION 2	Practices of creating high relief, low relief and floating models by using materials and techniques that suit the prototyping job, as well as molding various types of materials, such as, plaster and fiberglass to produce medical models and replicas.
MMD321	CRITICAL THINKING FOR DESIGN	To study, practice thinking skills, querying, presenting, disputeing and explaining with reseasoning and principles of thinking to be used in design. Considering the details, element, objectives, origin and orientation of content, assessment and analysis of issues that need to be studied and using data to pland as a decision making process to be able to carry out improvements or problem solve problems through design idea.
MMD330	THREE DIMENSIONAL ANIMATION PRODUCTION FOR MEDICAL AND SCIENCE	Practices of designing and creating of models and 3D animations, by applying the principles of background, camera angles and lighting arrangement to 3D computer software for producing medical and scientific media.
MMD332	COMPUTER GRAPHIC PRACTICE FOR MOTION PICTURE	Practices of designing and creating of models and 2D animations by using computer graphics software for producing medical and scientific media.
MMD334	VIDEO PRODUCTION PRACTICE FOR MEDICAL MEDIA 2	Video production in post-production processes, including photo edition, sound effect creation, special visual and sound effect creation by using computer software to produce medical and scientific videos.
MMD335	EVENT DESIGN	Learn about the background, importance, types of events, structure and important elements of the work, the process of organizing events, management, event planning in the process of designing the event, planning before the event, action planning between work and after work, and opportunities for students to experiment with organizing events.
MMD344	HEALTH AND SCIENCE COMMUNICATION	To study the meaning, purpose and concept of health and science communication for publicity with the use of the role of the media to motivate through language, procedures, Communication Theory, as well as selection of instruments used to the dissemination of health and science information in the format of events and exhibitions, To producing media for medical and scientific publicity purpose.
MMD345	ART AND DESIGN PRODUCTION FOR MEDICAL AND SCIENCE MEDIA	Practices of medical and scientific media production by applying the knowledge of art, design and technology, as well as still image and animation skills, illustrations and mockups for guiding medical and scientific media production.
MMD455	DESIGN FOR PRESENTATION	The study of definition, importance and principles for presenting medical media, learn and produce media to be used in various forms of presentations, for instance, portfolios, Show reel, visual arts signs, arranging exhibitions, along with presenting with various forms of digital media, learn the importance, formats and techniques in arranging exhibitions, arranging different kinds of displays, practically arrange exhibitions, design displays by analyzing the floor plan, planning, possible solutions, arranging and installing, choosing materials, all the way to applying into other forms of media for a more efficient presentation.
MMD463	VISUAL COMMUNICATION	Study the background and importance of infographics and data communication, data analysis to image transformation, prioritization of data, communicating information to target, data transformation into infographics, and types of photos, drawings and animation, both 2D/3D
MMD465	MEDIA LITERACY	Knowledge and understanding about media (History, Development and Theory), Old media and new media, Element and creation, Assesment and access tool and method of media understanding. Media interpretation and analysis In order to be aware and will lead to being a media producer with social responsibility.
MMD480	WORK INTEGRATED LEARNING I : ROUTINE WORK	This course aim to Continual learning and practical skills in medical and Sciences media works. Obtaining experiences and conceptual thinking in medical and Sciences media careers.
MMD481	WORK INTEGRATED LEARNING II : PROJECT	This course aim to Establishment of study projects stated the hot issues of an organization. Analyzing both theoretical and practical solutions, Proposal preparing that clearly states objectives, ideas, methodology, working plans, and estimated budget of a work integrated learning project.
MMD482	WORK INTEGRATED LEARNING III : KNOWLEDGE	Technical learning in medical and scientific media, work systems, structures, operational procedures and work within the organization.
MMI120	HUMAN ANATOMY AND PHYSIOLOGY	Basic principles of human anatomy and physiology, structure and function of organs in various systems, working relationships in various systems, and practicing to create technology-aided media for human anatomy and physiology as a basis for education and understanding.
MMI220	BIOMECHANICS AND BIOSENSORS	Meaning of biomechanics, kinetics and linear and angular kinetics, biomechanics of muscles, tissues, tendons, ligaments, joints and joints of the spine and limbs, analytical methods, basic principles of ergonomics, movement mechanisms of work of nervous system, skeletal and musculoskeletal system, motion analysis and movement skills, posture, walking in normal and abnormal conditions, as well as studying the structural characteristics and working principles of sensor devices for measuring records, electrocardiogram, electroencephalogram, electromyography and respiration, etc.
MMI221	ANIMATION FOR MEDICAL MEDIA	Techniques for modeling and animation of 3D models in three-dimensional scenes. camera control, lighting, skeleton creation, linking and the movement of objects necessary for the creation of a computer-animated model of anatomical structure, consisting of joints, muscles and tissues, and modeling of movable internal organs.
MMI222	ANALYSIS OF BIOMEDICAL DATA	Application of modern computing methods to statistical analysis of biomedical data; sampling estimation analysis of variance; principles of experimental designs.
MMI230	MEDICAL MEDIA INNOVATION WORKSHOP I	Integration of knowledge discussed during semester in various courses to generate innovations and make available for public as project ,research article, exhibition or application of software and hardware for medical media innovation.
MMI320	MEDICAL INSTRUCTION MEDIA TECHNOLOGY	Designing technology-aided instruction media, designing a learning environment for medical teaching, integration of learning theories into the design of medical instruction media, assessment of learning outcomes of a project and producing instruction media with medical technology.
MMI321	INTEGRATED MEDICAL PRODUCT DESIGN AND DEVELOPMENT	Product design for industrial production in medical device and business opportunities for new products. Design method, Modeling, Decision-Making, Risk, Material price and selection of industrial medical product methods. Team work, Creativity in creating new innovations.
MMI322	MEDICAL IMAGE PROCESSING	Image creation technology, histogram method, making an image smooth and clear with the histogram equalization method, highlighting and retouching images, sampling and quantization, 2D fast Fourier transformation, filtering, encoding and image compression, image characterization, image edge detection, color representation and multiple waveforms, multi-size virtual image noise reduction, nonlinear filtering for image analysis and improvement, and image quality and movement evaluation.
MMI330	MEDICAL MEDIA INNOVATION WORKSHOP II	Developing game project from previons course and make available for public as project, research article, exhibition or application of software and hardware for medical media innovation.
MMT670	CORROSION SCIENCE	Corrosion is a degradation of metals during consumption or use phase in a product life cycle. In Thailand cost of corrosion is accounted for 4.8% of GDP. Besides economic issue, corrosion also impacts on health and safety, environment and culture. This course introduces corrosion principle, corrosion consequences, thermodynamics and electrochemistry applicable to corrosion of metals, corrosion kinetics, surface film and passivation, corrosion measurement and corrosion rate calculation, corrosion forms, fracture induced by corrosion, high temperature corrosion and oxidation film.
MMT671	METALLURGICAL CORROSION OF METALS AND ALLOYS	Metallurgy is important to corrosion and materials selection for corrosive environment. This course covers the effect of metallurgy such as crystal structure, alloying elements, microstructure and phase on corrosion behavior of metals and alloys: carbon steel, stainless steel, weathering steel, aluminum alloys, copper alloys, titanium alloys, magnesium alloys, zinc alloys, nickel alloys, cobalt alloys, super alloys including metal-coated steel. This course; moreover, introduces the effect of processing e.g. welding and heat treatment on corrosion behavior.
MMT672	CORROSION PREVENTION AND CONTROL	Corrosion prevention is important to mitigate or delay the deterioration. It is not only extending the product life cycle but also reduce risk of metal failure. Corrosion prevention and control can be achieved in several ways and are applied in many industries e.g. oil and gas, automotive, food and beverages, chemical industries and railways system. Selection of prevention method concerns not only type of metal and corrosive environment but also other issues such as cost, effectiveness, social, law and regulations.
MMT680	CASTING DESIGN, DEFECTS ANALYSIS PROCEDURE AND REMEDIES	Design of running, riser system, section thickness considerations, design for directional solidification, prevention of hot spots, sources and remedies of casting defects.
MNE322	REFRIGERATION & AIR CONDITIONING	Refrigeration principle. Vapour compression and absorption refrigeration. Cooling load. Refrigerants and their uses. Equipment selection and matching in vapour compression refrigeration. Low and ultra low temperature refrigeration. Comfort air conditioning. Air add spscr conditioning load. Psychrometry and airconditioning planning on Psychrometric chart. Model selection of air ducts design and fan selection. Water piping design and pump selection
MNE323	AIR AND NOISE POLLUTION CONTROL ENGINEERING	Air pollution: Characteristics of air pollutions;Standard; Source; Effect; Sampling; Conditioning; Air quality management. Air pollution control: Fabric Filtration; Cyclones; Electrostatic Precipitation; Wet and dry scrubbing; Condensation; 56 Flare Process; Thermal oxidation; Catalytic oxidation; Gas-phase activated carbon adsorption; Gas-phase biofiltration; Indoor air quality control; Emerging air pollution control technologies; Performance and costs of air pollution control technologies. Noise pollution: Characteristics of noise; Standard; Source; Effect; Sampling; Conditioning; Control; Noise reduction; Sound isolation; Vibration.
MNE361	ENERGY ENGINEERING LABORATORY I	Laboratory experiments in energy engineering measurement techniques. Analysis of measurement data. Engineering report writing.
MNE421	ALTERNATIVE AND RENEWABLE ENERGY	Energy conversion and conservation, PrMNEnt-day energy usage, Fossil fuel, Solar thermal energy, Solar photovoltaic, Bio- 57 energy, Hydroelectricity, Tidal power, Wind energy, Wave energy, Geothermal energy, Introduction to Hydrogen energy and economical balance.
MNE422	ENERGY AUDIT	Introduction to energy management; Energy audit process; Energy bills, Economic analysis and Costing; Lighting, heating, ventilating, and air conditioning; Boiler management, Steam distribution systems; Control systems; Energy systems maintenance; Insulation; Process energy management and water management; Renewable energy sources; Distributed generation; Illumination engineering.
MNE471	SPECIAL TOPICS I : ATOMISTIC MODELING OF MATERIALS	Theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials. Specific topics include: energy models from classical potentials to first-principles approaches; Hartree-Fock theory, density functional theory and the total-energy pseudopotential method; errors and accuracy of quantitative predictions: review of statistical thermodynamics; thermodynamic ensembles, Monte Carlo sampling and molecular dynamics simulations; free energy and phase transitions; fluctuations and transport properties; and coarse-graining approaches and mesoscale models.
MNE472	SPECIAL TOPICS II : ADDITIVE MANUFACTURING	The course will teach basic principles of additive manufacturing proceeses including stereolithography, fused deposition modeling, laser powder bed fusion, and directed energy deposition. We will also review the state-of-the-art of technologies and relavant applications. The course will also establish the understanding of process-structure-property relationship of additive manufacturing, specially for metals and polymers, as well as the use of advanced engineering programs to design additive manufacturing applications.
MNE472	SPECIAL TOPICS II : MATERIAL SCIENCE OF STEEL	Physical properties of iron and steel, Phase transformation in steel, Technical heat treatments, Time-temperature-austenitization diagrams and Time-temperature-transformation diagrams (TTA and TTT diagrams), Strength and deformation mechanism of crystalline material, Strengthening mechanism of steel, Relationships between microstructure and mechanical properties, Effects of temperature and strain rate, Toughness and fracture behaviour of steel, Fundamental of fracture mechanics, Cold forming and formability of steels
MTE111	ENGINEERING DRAWING	Drawing instruments, standard of letter and number used in engineering drawing. Orthographic drawing and sketching. Dimension and notes. Orthographic projection of points, lines, planes, and bodies. Isometric, diametric, and oblique drawing and sketching of geometry bodies. Introduction of computer aid design in 2-D and 3-D drawing. Basic commands and tools for two-dimensional part drawing. Basic commands and tools for three dimensional geometry bodies, assembly, drawing and applications in mechanical engineering drawing.
MTE111	MECHANICAL TECHNOLOGY EDUCATION AND WORKFORCE DEVELOPMENT	Introduce the various roles of Mechanical Technology Education for quality workforce development in the industry of mechanical engineering and technology: TVET teacher, instructional and learning experience designer, mechanical engineering and technologist, industrial educator, in-company trainer, facilitator, and activator. Explore foundational pedagogical theories and practices, including instructional models, workshop facilitation, technical communication, and technology integration.
MTE112	INDUSTRIAL MATERIAL AND BASIC TECHNICAL TOOLS	Engineering material and application in industry, ferrous, non-ferrous, non-metallic material. Selection of material for industry. Basic industrial tools, hand tools, cutting tools, and measuring tools. Practices in basic techniques, hand tools, measuring tools, and layout tools, safety in workshop. Basic operation in workshop, work layout, filing, hand sawing, drilling with drilling machine, hand tap and die for threading operations.
MTE113	ENGINEERING DRAWING	Drawing instruments, standard letters, and numbers in engineering drawing. Orthographic drawing and sketching. Dimension and notes. Orthographic projection of points, lines, planes, and bodies. Isometric, diametric, and oblique drawing and sketching of geometry bodies. Introduction of computer aid design in 2-D and 3-D drawing. Basic commands and tools for two-dimensional part drawing. Basic commands and tools for three-dimensional geometry bodies, assembly, drawing, and applications in mechanical engineering drawing.
MTE114	BASIC WORKSHOP PRACTICE AND TECHNOLOGY	Introduces students to fundamental technical tools and essential tasks commonly encountered in a workshop environment. Gain hands-on experience with basic industrial tools (hand tools, cutting tools, and measuring tools) and equipment in basic tasks in mechanical and technology with safety protocol. Develop skills to select appropriate materials and tools for specific tasks. Students will have an opportunity to engage operation in basic practical exercises and simple projects that simulate real-world industrial scenarios.
MTE171	AUTOMOTIVE ENGINE TECHNOLOGY	Study of diesel and gasoline engine technology. Fuel system. Ignition system. Combustion chamber. Air intake system. Exhaust gas system. Special tools usage. Overhaul and assembly engine. Tune-up engine. Engine analysis. Hybrid Technology and Modern Automotive Technology. Engine performance test. Engine Maintenance. Cost estimation.
MTE171	AUTOMOTIVE PRIME MOVER TECHNOLOGY	Study of internal combustion engines (ICE) and hybrid/electric powertrains. Examine diesel and gasoline engine systems including fuel, ignition, intake, exhaust, cooling, and engine management. Practice engine dismantling and assembly using appropriate tools with safety protocols. Explore hybrid and electric vehicle systems including motors, batteries, power electronics, and controls. Perform diagnostics, testing, and basic maintenance for both conventional and electrified powertrains.
MTE190	LEARNING OF TEACHING PROFESSION IN EDUCATIONAL INSTITUTE I	Explore Vocational education institutions in terms of policies, visions, missions, and cultures relating to this curriculum. Define career path.
MTE211	MECHANICAL/ELECTRICAL MEASUREMENTS AND INSTRUMENTATION	Theories and practices of DC and AC electric circuit. Magnetic aspects of electrical machines, magnetism, magnetic circuits, and magnetic core losses. DC and AC motors, construction, efficiency, speed control, direction of rotation control, selection, application and maintenance. Electrical measurements. Units and standard of instruments. Shielding. Safety. Accuracy. Precision. Voltage, current and single and three phase power measurement. Measurement and instrument for industries such as thermal instruments. Mechanical instruments and control system instruments. Error analysis. Calibration.
MTE231	ENGINEERING STATICS	Study and understanding of vector and scalar quantities. Force system and resultant force. Moment of force and resultant moment. Principle of equilibrium. Truss and frame. Distributed force. External load and internal effects of beams. Friction forces. Area moment of inertia, and virtual work.
MTE232	MECHANICS OF SOLIDS	Introduction, internal loading, stress, strain, stress-strain diagram, axial load, thermal stress, stress concentration. Stress in thin-walled pressure vessels. Torsion of circular shaft and rectangular shaft, torsion shear stress and angle of twist. Bending moment and bending stress in beams.
MTE233	ENGINEERING DYNAMICS	Fundamental of dynamics. Kinematics of particles. Rectilinear in two dimensional motion and three dimensional motion. Curvilinear in two dimensional motion and three dimensional motion. Relative motion on plane. Kinetics of particle. The Newtons second law. Work and energy. Impulse and momentum. Impact. Kinetics of rigid bodies. Relative motion of point on a rigid body. Instantaneous center of velocity. Equation of motion for a rigid body. Mass moment of inertia. Work and energy relation of a rigid body. Principle of vibration.
MTE241	THERMODYNAMICS	Thermodynamic concepts and definitions. thermodynamic properties. first law of thermodynamics. Reversibility and irreversibility. Thermodynamic properties of pure substances. Ideal gas. Equation of state for ideal gas. Processes with applications to ideal gas and steam. Reversible cycle analysis. The second law of thermodynamics and Carnot cycle. Entropy. Reversibility and availability. Refrigeration cycles. Air-standard Carnot cycle and air standard power cycles.
MTE242	FLUID MECHANICS	Fundamental concepts of fluid mechanics. Fluid statics. Kinematic of fluid flow. Continuity equation. Momentum equation and energy equation for steady flow. Dimensional analysis and dynamic similarity. Flow of incompressible fluid in pipes. Resistance of immersed bodies. Drag and dynamic lift. Flow measurement. Introduction to fluid machinery.
MTE272	AUTOMOTIVE POWER TRANSMISSION AND SUSPENSION SYSTEMS	Study of structure transmission and technology transmission. Determination of gear train. Variant of gear ratio. Special tools usage. Overhaul and assembly transmission system. Transmission system maintenance. Study of Structure and function of suspension system. Steering system. Brake system. Troubleshooting in suspension system.
MTE273	AUTOMOTIVE ELECTRICAL SYSTEM	Study of automotive electrical system. Special tools usage. Fuel injection system. Ignition system. Charging system. Starting system. Lighting system. Signaling system. Utilities in a car.
MTE300	INDUSTRIAL TRAINING	Training in industry not less than 40 man-days or 320 man-hours in the special semester.
MTE321	COMPUTER PROGRAMMING FOR ENGINEERING EDUCATION	Principle and method in programming with high-level language. Concept and object-oriented programming. Data structure and algorithm. Visual-based programming. Designing and developing program modules for learning and teaching and/or industrial works.
MTE342	HEAT TRANSFER	Steady state conduction. One dimensional transient conduction. Free convection. Forced convection. Laminar and turbulent flows. Thermal radiation, combined heat transfer problems. Boiling and condensation. Heat exchangers. Some important thermal systems.
MTE343	ENGINES AND COMBUSTIONS	The internal combustion engines process. Thermodynamics for engines analysis. The combustion process. Internal combustion engines process analysis. Chemical equilibrium of combustion. Fuels. Combustion knock and rating. Carburation and fuel injection. Engines performance and design. Air pollution and pollutant formation. Lubrications. Stoichiometric analysis. Energy-temperature analysis. Physical properties of fuels. Gas and oil burners. Ignition. Control of combustion pollution.
MTE344	REFRIGERATION AND AIR CONDITIONING	Basic refrigeration cycle and concepts. Thermodynamics of vapour refrigeration. Refrigerants. Cooling load calculations. Compressors. Condensers. Evaporators. Equipment matching. Liquid refrigerant control. Refrigerants and Refrigeration piping. Low temperature refrigeration system. Absorption refrigeration system. Application of refrigeration. Air conditioning fundamentals. Psychometric and air conditioning system. Air conditioning systems and equipment. Air distribution and cleaning. Water piping. Air conditioning controls. Installation and testing. Application of air conditioning.
MTE351	AUTOMATIC CONTROL SYSTEMS	Operation between open loop and closed loop for dynamics system. Hardware for dynamics system and control. Software interface to control hardware for a dynamics systems. Mathematic models of dynamics system: Ordinary differential equation/ Laplace transform. Control algorithm: PID algorithm. Stability of a transfer function using Rouths principle. Application of integration between hardware and software to control a dynamics system.
MTE352	PNEUMATIC AND HYDRAULICS SYSTEMS	Design and installation of pneumatics systems circuit. Operation principle of pneumatics devices. Design of pneumatics circuit with continuous working. Operation principle of electrical and solenoid devices. Pneumatic system design controlled by electrical relay and programmable logic controller (PLC). Maintenance and troubleshooting in pneumatic system. Design and installation of hydraulic systems circuit. Operation principle of hydraulic s devices.
MTE381	LEARNING MANAGEMENT AND MICRO-TEACHING FOR MECHANICAL TECHNOLOGY	The concept in learning management and teaching skills for mechanical technology. Principles, concept and procedures of learning plan, learning management and environment for learning. Learning management theories and Model for analyzing, creative thinking and problem solving. Learning experience management and design, learning management for student center, learning process. Integration of inclusive learning. Typical of class management. Classroom climate construction to learner learning. Occupational analysis, curriculum, contents and curriculum analysis. behavioural objective, lesson plan, unit preparation and sequence arrangement of lesson plan. Learning center development in educational institute. Micro teaching, teaching skills and practical.
MTE382	TEACHING INTEGRATION FOR MECHANICAL TECHNOLOGY	The concept of teaching methods and teaching integration in trade and industry curriculum. Typical of teaching methods, Main teaching methods and minor teaching method, The selecting teaching methods that is appropriate with the contents nature, such as, applied mechanics, fluid mechanics and thermal engineering, and automatic controls. Content integrated in learning groups, Class management for theory and practical learning. Classroom climate construction for learner to learning in theory and practical subject. Teaching preparation, preparation of course layout, Learning assessment. Teaching practical training in mechanical technology with teaching methods integration.
MTE383	SEMINAR AND GROUP DISCUSSION IN MECHANICAL TECHNOLOGY EDUCATION	Dialogue. Flow of the meaning of the word and energy. Effective seminar and group discussion. Planning and organizing seminar and group discussion. People engagement and questionings. Capturing ideas and visual thinking. Leadership skills for group discussion. Organization development.
MTE384	MECHANICAL TECHNOLOGY EDUCATION PROJECT STUDY	Study of industrial education project. Study of current interest topic. Review research literature. Writing in proposal project topic. Presentation of project topic.
MTE403	EFFECTIVE TEACHING AND LEARNING IN ENGINEERING	Engineering education in the future. Standards of learning outcomes – ABET. STEM education and its variations. K-U-D chart. CDIO educational framework and design thinking. Integrated framework of Technological pedagogical content knowledge (TPACK). Application of CDIO and TPCK in design of lesson plan.
MTE433	ANALYSIS AND DESIGN OF MACHINE ELEMENTS	Ways of design. Choices of design. Ideas of design of machine elements. Materials and their selection. Failure theories. Codes and standards associated with design of machine elements. Design of simple machine elements. Design of shaft and relevant components. Selection of ball and journal bearings. Design and selection of components for non-permanent and permanent joints. Design of flexible transmission components. Design using computer-aided design software packages.
MTE448	ENERGY CONSERVATION IN BUILDINGS AND INDUSTRIES	Energy Conservation Promotion Act. Energy Efficiency Fundamentals. Energy management. Energy costs. Energy conservation measures. Building envelope. Lighting System, Electric Drive System. Electric Power Transmission System. HVAC System Compressed Air. Steam Production and Distribution System. Industrial Insulation. Economics assessment of energy conservation. Energy audit. Waste Heat Recovery. Green energy. New technology for energy efficiency.
MTE461	MECHANICAL TECHNOLOGY LABORATORY I	Mechanical engineering measurement.Uncertainty of measurement. Measurement of temperature, pressure, time, velocity, area, volume and weight. Measurement of fluid flow rate. Power measurement. Determination of heating value of fuel. Determination of mechanic s of material in engineering. Power plant laboratory. Analysis of flue gas of combustion. Metallurgy test. Steam generating test. Refrigeration test.
MTE481	APPLIED MECHANICAL TECHNOLOGY TEACHING METHODOLOGY	Review applied mechanics. Mechanics of solid. Engineering mechanics. Thermodynamics and fluid mechanics. Presentation of applied mechanics method. Lesson plan of applied mechanics subject. Teaching workshop on applied mechanics.
MTE482	APPLIED AUTOMOTIVE TECHNOLOGY TEACHING METHODOLOGY	Review fundamental of automotive technology. Modern automotive technology. Presentation of automotive technology method. Lesson plan of automotive technology subject. Teaching workshop on automotive technology subject.
MTE483	TRAINING AND FACILITATION IN INDUSTRIAL TECHNOLOGY	Principles of training and facilitation for youth and adult. Design and planning. Motivation of learning. Questioning and Reflection of learning. Training evaluation. Coaching. Counselling. Mentoring. Organization development.
MTE484	MODERN AUTOMOTIVE TECHNOLOGY AND TRAINING	Review of modern automotive technology. Hybrid vehicles. Electric vehicles. Drive and control technologies. Presentation method of modern automotive technology for students or trainees. Lesson plan for training in modern automotive technology subject. Teaching workshop on modern automotive technology subject.
MTE485	MECHANICAL TECHNOLOGY EDUCATION PROJECT I	Working on proposal project. Application of theory for solution of project problem. Report project progress to advisors.
MTE486	MECHANICAL TECHNOLOGY EDUCATION PROJECT II	Working on proposal project. Application of theory for solution of project problem. Report project progress to advisor. Project defence. A final report must be submitted to supervisors.
MTE487	EDUCATIONAL GOGIES AND PRACTICE FOR COMPETENCY DEVELOPMENT	Youth and adult educational gogies (pedagogy, andragogy, heutagogy). Individualized Learning and Personalized Learning. Competence and outcomes. Designing and planning of training and/or teaching plan. Evaluation. Reflection. Self-feedback. Practice with authentic task in real-world setting.
MTE491	INSTRUCTOR PRACTICAL TRAINING	Actual professional practice in the educational institute is to study patterns and ways of education system of vocational institutes to have experiences and also create a conceptual idea in teaching performance, having an ability to integrate whole knowledge for planning and teaching in a responsible class successfully, trainee have to evaluate their students by observing, interviewing, collecting information to achieve subjects objectives and evaluation, participate with academic societies for developing, improving and operating a curriculum, making a learning plan with other institutes, operating activities for learning plan with other institutes and also participating with the academic project.
MTE591	PROFESSIONAL INTERNSHIP IN EDUCATIONAL INSTITUTE I	Actual professional practice in the educational institute with related content and learning strategy. Analytical and synthetic thinking for new creations with searched and updated information, relationship between teacher and learner to enhance performance, role of spiritual teachers, behaving in good manner with social responsibility, sacrifice and professional ethics. Teaching, evaluating, adjusting and studying learner in major subject, learning assessment and evaluation for learner development, research study for learner development, sharing and distributing of learning in seminar.
MTE592	PROFESSIONAL INTERNSHIP IN EDUCATIONAL INSTITUTE II	Actual professional practice in the educational institute with related content and learning strategy. Analytical and synthetic thinking for new creations with searched and updated information, relationship between teacher and learner to enhance performance, role of spiritual teachers, behaving in good manner with social responsibility, sacrifice and professional ethics. Teaching, evaluating, adjusting and studying learner in major subject, learning assessment and evaluation for learner development, research study for learner development, sharing and distributing of learning in seminar. Education assurance, learning activities, continuous learning quality development, conducting any other assigned mission.
MTE610	EDUCATIONAL PARADIGM AND INTEGRATIVE TEACHING	Educational paradigm and philosophy. Educational Reform and Educational Transformation. Quality principles of teaching and learning. Dimensions of learning. Educational neuroscience (neuroeducation).Educational models. Learning and Teaching theories. Course and module design. Edugogies: Pedagogy, Andragogy, and Heutagogy. New approaches of learning and integrative principles for learning in 21st century. Educational taxonomies. Effective teaching and learning strategies. Effective feedback system.
MTE611	LEARNING AND DEVELOPMENT IN WORKPLACE AND ORGANIZATION	Organizational Physics, Modern workplace learning. Personalized learning. In-person effective training. Trainer roles. Kolbs experiential learning cycle. ADDIE and SAM models for instructional and training design. AGES effective learning model. Concept of the skills and task analysis with the work systems, work processes, and practice methods. Digital media in teaching and training for learning. Kirkpatricks training evaluation model. Organization color and Teal organization. Team building and Facilitation for organization development. Solution-focused creative process and design of results with Smart Question Approach-SQA.
MTE620	COMPUTATIONAL THINKING FOR PROBLEM SOLVING IN ENGINEERING AND EDUCATION	Computational Method Tools such as Matrix, Finite Element, Linear Regression, Euler Method, and Runges Kutta. Selection of Mathematics Tools, Problem Definition or Simulation to identify principle. Interpretation of Numerical Data.
MTE630	ADVANCED FAILURE ANALYSIS AND DESIGN OF MACHINE PARTS	Major concept of mechanical design. Mechanical design considerations. Mechanical design procedure. Mechanical loads, its sources and behavioral response of materials. Relation between mechanical load and load-carrying capacity. Common failure modes in industrial practice. Design criteria and choices. Numerical Methods for design. Geometry Determination. Design application for specifications of parts and machine in modern automotive industry.
MTE631	MODERN AUTOMOTIVE ENGINEERING TECHNOLOGY	Engineering principles and technologies of modern vehicles. Power unit, powertrain, and driving of Battery Electric Vehicles (BEV), Fuel Cell Electric Vehicles (FCEV), Plug-in Hybrid Electric Vehicles (PHEB), and Hybrid Electric Vehicles (HEV). Regenerative braking system. Electric charging. Thermal management system. Structure and body design for modern vehicles toward better driving performance, energy consumption, and environmental friendly.
MTE640	THERMAL ENERGY SYSTEMS AND APPLICATIONS	Principle of thermal system engineering, energy and exergy analysis, thermal storage, waste heat recovery, design of thermal equipment, design of thermal systems, energy conservation in thermal energy system, applied suitable technology, economic analysis and case study.
MTE650	DYNAMICS ANALYSIS AND DESIGN OF ROBOTICS INDUSTRY	Fundamental of Spatial Description. Forward and Inverse Kinematics. Static Force on Manipulator. Velocity of Manipulator. Trajectory of Manipulator. Equation of Motion upon Engineering Mechanics Principle. Manipulators Operation Modelling suited on Working Area and Working Objective. Transferable Knowledge of Manipulators Operation. Mathematics Model Analysis for Manipulators Operation suited on Working Area.
MTH10101	LIMIT, CONTINUITY AND DERIVATIVES	Limits and Continuity: The concept of limit, Computation of limits, Limits involving infinity, Continuity, Limits and continuity of trigonometric functions The Derivative: Slopes and rates of change, The derivative, The chain rule, Higher order derivatives, Derivatives of transcendental functions (Trigonometric, Inverse trigonometric, Logarithmic, Exponential, and Hyperbolic functions), Implicit differentiation, Differentials, Linear approximation, The mean value theorem Applications of Differentiation: Maximum and minimum values,
MTH10102	INTEGRALS	Integration : Antiderivatives and indefinite integrals, The definite integrals, Average values and the fundamental theorem of calculus, Integration by substitution, Techniques of integration (Integration by parts, Integration of rational functions using partial fractions) Applications of the Definite Integral : Area between curves Improper Integrals : Improper integrals with infinite intervals of integration, Improper integrals with infinite discontinuities in the interval of integration, Improper integrals with infinite discontinuities over infinite intervals of integration Numerical Integration : trapezoidal rule and Simpson’s rule
MTH10201	MATHEMATICAL INDUCTION, SEQUENCES AND SERIES	Mathematical induction. Sequences, series, the integral test, the comparison test, the ratio test, the alternating series and absolute convergence tests, power series, Taylors formula, Binomial expansion. Periodic functions, Fourier series.
MTH10202	VECTORS, LINES AND PLANES IN A 3D-SPACE AND VECTOR FUNCTIONS	Scalars and vectors, inner product, vectors product, scalar triple product, line and plane in 3D-space, vector function, curves, tangent, velocity and acceleration, curvature and torsion of a curve.
MTH10203	MULTIPLE INTEGRALS	Polar coordinates, areas in polar coordinates. Definite integral over plane and solid regions. Double integrals in rectangular coordinates, double integrals in polar form, transformation of variable in multiple integrals. Triple integrals in rectangular coordinates, triple integrals in cylindrical and spherical coordinates.
MTH103	MATHEMATICS FOR TECHNOLOGISTS	Polar coordinates, areas in the polar coordinate, functions of several variables, partial derivatives, differentials, chain rule, critical points, second order partial derivative and relative extrema, definite integrals over plane, cylindrical and spherical coordinates. Basis concepts, addition of matrices, multiplication by scalars, matrix multiplication, transpose of a matrix, systems of linear equations, general properties of solutions, inverse of a matrix, determinants, rank in terms of determinants, Cramers rule, eigenvectors.
MTH11101	FUNCTIONS, LIMIT, CONTINUITY AND DERIVATIVES	Limits, continuity of functions, derivatives of algebraic functions and transcendental functions, limit of indeterminate forms
MTH11102	INTEGRALS	Polar coordinates. Definite integrals and indefinite integrals, techniques of integration, numerical integration: trapezoidal rule and Simpson’s rule, Improper Integrals
MTH11103	APPLICATIONS OF DERIVATIVES AND INTEGRALS	Graph sketching, related rates, application of integrals, lengths of curves in the plane, volumes of solids of revolution, areas of surfaces of revolution, rotation of axes.
MTH11201	MATRIX, SEQUENCES AND SERIES	Matrices and systems of linear equations, Sequences, series, convergence of series, tests for convergence of positive series, absolute convergence, Power series, Taylor and Maclaurin series
MTH11202	DIFFERENTIATION OF FUNCTIONS OF SEVERAL VARIABLES	Analytic geometry in three-dimension. Functions of several variables, limits and continuity, partial derivatives, the chain rule, Jacobian, maxima and minima, Lagrange multiplier
MTH11203	MULTIPLE INTEGRALS	Multiple integrals, double integrals, double integrals in polar coordinates, triple integrals, transformation of variables in multiple integrals, triple integrals in cylindrical and spherical coordinates, applications of multiple integrals
MTH131	DISCRETE MATHEMATICS	Recurrence relations. Computer representation of relations and digraphs. Manipulation of relations. Transitive closure and Warshalls algorithm. Functions and Pigeonhole principle. Partially ordered sets. Lattices. Trees. Labelled trees. Tree searching. Undirected trees. Spanning trees. Minimal spanning trees. Regular expressions. Representations of special grammars and languages. Finite-state machines and languages. Coding of binary information and error detection. Decoding and error correction.
MTH20101	VECTOR CALCULUS	Vector function, curves, tangent, velocity and acceleration, curvature and torsion of a curve, gradient of scalar field, divergence of a vector field, curl of a vector field. Vector integration, line integrals, surface integrals, volume integrals.
MTH20102	BASIC DIFFERENTIAL EQUATIONS AND LAPLACE TRANSFORM	Basic concepts of types, order and degree. First order equations, separation of variable, homogeneous equations, exact and non-exact equations, integrating factor, first order linear equations, Bernoullis equations. Higher order equations, linear equation, and solution of linear equation with constant coefficients and with variable coefficients. Applications of first and second order equations. Laplace transforms, introduction to partial differential equations.
MTH202	LINEAR ALGEBRA FOR ENGINEERS	Finite dimension of vector spaces. Subspaces. Bases and dimension. Linear transformation. Matrices and linear operations. Determinants. Eigenvalues and eigenvectors. Diagonalization of matrices. Canonical forms for linear transformations. Quadratic forms. Similarity Matrices.
MTH225	PRINCIPLE OF MATHEMATICS	Elementary concepts in mathematical logic. Methods of proof. Proofs involving elementary concepts in calculus, sets, relations, functions. Properties of real numbers. Archimedean property and completeness axiom. Limits of functions. Operations and algebraic. Introduction to number theory.
MTH226	MATHEMATICAL MODEL FORMULATIONS	Mathematical approach to physical and scientific problems. Procedure of modeling. Some examples of mathematical models. Optimization modeling and sensitivity analysis. Dynamic modeling and analysis of dynamic models. Unit and dimension analysis for mathematical models. Probability and stochastic models.
MTH234	LINEAR ALGEBRA	Finite dimension of vector spaces. Subspaces. Bases and dimension. Linear transformation. Matrices and linear operations. Determinants. Eigenvalues and eigenvectors. Diagonalization of matrices. Canonical forms for linear transformations. Quadratic forms.
MTH239	LINEAR ALGEBRA FOR HONORS PROGRAM	Theory of vector spaces and linear transformations. Finite dimension of vector spaces. Subspaces. Bases and dimension. Linear transformation. Change of basis. Matrices and linear operations. Determinants. Eigenvalues and eigenvectors. Diagonalization of matrices. Canonical forms for linear transformations. Quadratic forms.
MTH242	CALCULUS III	Euclidean space. Vectors. Lines and planes in 3 dimensional space. Gradient of scalar field. Divergence of a vector field. Curl of a vector field. Vector function. Derivative of vector function Vector integration. Line integral. Surface integral. Greens theorem. Stokestheorem. Divergence theorem. Applications of vector functions, work, and force.
MTH252	DIFFERENTIAL EQUATIONS	Introduction to differential equation, definitions, examples, geometric interpretation, direction fields and integral curves. Applications of first order linear and non-linear equation, the general n-th order linear equations, solving by operational method, undetermined coefficients, variation of parameters. Laplace transform, physical applications, solutions in series, hypergeometric equations, Legendres equation, Bessels equation, simple partial differential equations, boundary value problems, system of ordinary differential equations and applications.
MTH253	SYSTEM OF DIFFERENTIAL EQUATIONS AND INTRODUCTION TO PARTIAL DIFFERENTIAL EQUATIONS	Introduction to partial differential equations, boundary value problems, system of ordinary differential equations and applications.
MTH256	ORDINARY DIFFERENTIAL EQUATIONS	Basic concepts of differential equations. Direction fields and solutions. First order differential equations and applications. The existence and uniqueness theorem. Higher order linear equations and applications. Laplace transform. Physical applications. Systems of first order linear equations and applications. Phase plane, stability and classification of equilibrium for system of linear equations in plane. Power series solutions. Legendres equation and Bessels equation.
MTH264	NUMERICAL METHODS I	Error analysis. Solution of nonlinear equation. Solution of system of linear equations. Interpolation. Least square approximation. Numerical differentiation and integration. Numerical solution of ordinary differential equations.
MTH291	EXPLORING MATHEMATICS THROUGH EXPERIENTIAL LEARNING	Exploring applications of mathematics in business and industrial sectors through study tour and hands-on workshop from experts in mathematics related careers, Exploring trend and opportunity for mathematics career in the future.
MTH292	OPEN LEARNING	Open learning is experiential learning activities designed to provide students with opportunities to make connections between the theory and practice of academic study and the practical application of that study in a professional work environment. Each student must submit full Report, weekly journal and conduct an oral presentation concerning learning experience.
MTH303	NUMERICAL METHODS	130 Computer number representation and round off, interpolation, numerical integration the solution of nonlinear equations, the solution of system of linear equations; function approximation and data fitting, the solution of ordinary and partial differential equations.
MTH323	HISTORY OF MATHEMATICS	Introduction to the development of mathematical concepts. Evolution of abstract concept of spaces. Evolution of abstract algebra. Evolution of function concepts. Changes in the concept of mathematics since 600 B.C.
MTH330	ABSTRACT ALGEBRA I	Groups. Subgroups. Cyclic groups. Normal subgroups and quotient groups. Group homomorphisms and group isomorphism theorems. Rings. Integral domains. Fields and application.
MTH341	INTRODUCTION TO REAL ANALYSIS I	The real number system. Topology on the real line. Sequences of real numbers. Infinite series. Limits and continuity. Differentiation. Mean value theorem. The Riemann integral. Sequences and series of functions. Uniform convergence.
MTH343	FUNCTIONS OF COMPLEX VARIABLES I	Complex numbers and complex plane. Complex functions. Analytic functions. Cauchy-Riemann equations. Complex integration. Cauchys integral formula and its consequences. Laurents series. Isolated singular points. The residue theorem. Logarithmic residues and the argument principle. Rouches theorem and its implication. Conformal mappings.
MTH345	COMBINATORICS	Basic counting principles. Permutation. Combination. The principle of inclusion-exclusion. Generating functions. Recurrence relations. The Polya theorem of counting.
MTH351	NONLINEAR ORDINARY DIFFERENTIAL EQUATIONS	Theorem of uniqueness and existence. Phase space and phase portrait. Stability of equilibrium points. Structural stability of dynamical systems and bifurcations. Other important types of bifurcations. Bifurcations and theorem of implicit function. Systems of higher order ordinary differential equations. General properties of phase trajectories. Linear systems. Topological equivalence. Equilibrium points of nonlinear systems. Non-hyperbolic equilibrium points. Stability of non-hyperbolic equilibrium points. Bifurcations of 2-D systems. Periodic solutions and limit cycles.
MTH352	ATMOSPHERIC DYNAMICS	Conservation laws. Momentum equation. Continuity equation. Thermodynamic equation. Balanced flow. Thermal wind. Vertical motion. Planetary boundary layer. Circulation theory. Vorticity theory. Atmospheric turbulence. Quasi-geostrophic approximation. Baroclinic disturbance.
MTH354	INTRODUCTION TO DYNAMICAL SYSTEM	Discrete dynamical systems. Iterations of autonomous maps on the line and the plane. Symbolic dynamics. Elementary bifurcation theory. Chaos and fractals. Dynamics of nonlinear systems of ordinary differential equations. Stability analysis.
MTH356	PARTIAL DIFFERENTIAL EQUATIONS	First order equations. Classification of second order equations. Initial and boundary value problems for heat equations. Wave equations and related equations. Separation of variables. Eigenvalue problems. Boundary-value problems for Laplace equations.
MTH357	INTRODUCTION TO MODELING AND SIMULATION	Basics concept of modeling. Simulation and dynamical behavior of ordinary differential equations and partial differential equations. Applications of mathematics to various biological, oceanic, and atmospheric problems.
MTH358	INTRODUCTION TO CALCULUS OF VARIATION	Fucntional. Variational Problem with fixed boundaries. Euler’s equations. Functionals dependent of higher order derivatives. Functionals dependent of the functions of several independent variables. Variational problems in parametric form. Variational problems with moving boundaries. Legendre’s, Jacobi’s and Weierstrass’ necessary conditions for an extremum. Sufficient conditions for an extremum. Isoperimetric problems. Direct methods. Euler’s finite-difference method. Ritz method. Kantorovich’s method. Applications of Calculus of Variation
MTH359	SPECIAL STUDY IN APPLIED MATHEMATICS IN INDUSTRY	A topic is related to apply mathematics for solving problem appeared in industry. A problem based learning and/or projected based learning is used. Each problem in the study motivates the need for learning the mathematical techniques necessary to solve the problem.
MTH364	NUMERICAL METHODS II	Interpolation and extrapolation, System of nonlinear equations. Minimization and maximization of functions. Eigenmatrix. Fast Fourier transform. Boundary value problems for differential equations.
MTH368	COMPUTATIONAL FLUID DYNAMICS	Conservation equations. Numerical methods for elliptic, parabolic and hyperbolic partial differential equations. Inviscid incompressible flow. Inviscid compressible flow.
MTH381	MATHEMATICS OF FINANCE	Basic principles of financial problem analysis. The measurement of interest. Compound interest. Elementary annuities. More general annuities. Yield rates. Amortization schedules and sinking funds. Bond and other securities. Derivative and option pricing. Applied mathematics in financial problem.
MTH382	PROBABILITY THEORY IN FINANCE AND ACTUARIAL SCIENCE	Probability space. Random variable. Probability distribution. Joint probability distribution. Conditional Probability. Expected value and variance. Moment-generating function, characteristic functions. Branching process. Random sum. Central limit theorem. Basic Markov chain. Application of probability theory in finance and actuarial science
MTH383	MATHEMATICS OF LIFE INSURANCE I	Basic principles of actuarial science. Survival distributions. Mortality table. Life annuities. Benefit premium. Benefit reserve. Gross premiums. Code of conduct and ethics of actuary.
MTH385	NON-LIFE INSURANCE	Introduction to insurance. Principles of insurance contract and condition of insurance. Mathematical risk theory. Notion of insurable risk. Eliminate such risk through insurance schemes. Pricing of insurance products. Solvency control of insurers.
MTH387	INVESTMENT MATHEMATICS	Security analysis. Market indices. Portfolio Performance Measurement. Bond analysis. Option pricing model. Stochastic investment model.
MTH388	COMPUTATIONAL METHODS IN FINANCIAL MATHEMATICS	Review of Probability. Brownian motion. Asset pricing with Binomial tree. Fundamentals of Monte Carlo simulation. Random number generation. Computational problem in finance
MTH399	TRAINING	Practical training in industry or governmental organization is not less than 128 hours during summer session or any semester.
MTH481	MATHEMATICS OF LIFE INSURANCE II	Multiple life functions. Multiple decrement models for single life and applications of multiple decrement theory. Pension planning.
MTH484	LOSS MODELS	Introduction. A model-based approach to actuarial science. Loss distribution. Models for the amount of a single payment. Frequency distributions. Models for the number of payments. Aggregate loss models. Credibility theory.
MTH485	INTRODUCTION TO STOCHASTIC PROCESS IN FINANCE	Discrete time model. Markov chain. Simple point process. Poisson and compound Poisson process. Continuous time stochastic process. Brownian motion. Application of stochastic process in finance
MTH486	FINANCIAL RISK MANAGEMENT	Risk. Interest rate risk. Volatility. Correlation and copula. Value at risk and expected shortfall. Extreme value theory. Model-building approach. Scenario analysis and stress testing.
MTH487	PORTFOLIO THEORY AND ASSET MODELS	Utility theory. Measures of investment risk. Portfolio theory. Models of asset returns. Equilibrium models
MTH488	MATHEMATICS AND FINANCIAL DERIVATIVES	Financial derivatives and prices. Binomial and Trinomial models for stock prices. Option pricing by using binomial modes. Risk-neutral measure.
MTH491	SPECIAL TOPICS I : PORTFOLIO OPTIMIZATION	Introductory ideas of portfolio optimization. Reviews of optimization tools. Reviews of probability theory and risk measures. Multi-objective optimization and efficient frontier. The capital asset pricing model. Sharpe ratios. Implied risk-free returns. Portfolio optimization with constraints. Determination of the entire efficient frontier.
MTH493	SPECIAL TOPICS III : STATISTICAL PACKAGES	Introduction to important statistical packages. Data input. Data preparation. Data analysis. Interpretation. Application with real data. Monte Carlo simulation.
MTH494	SPECIAL TOPICS IV : DATA STORYTELLING	The fundamentals of effective data-driven storytelling and basic data analysis using mathematical and statistical principles. Students will learn how to detect and articulate the stories behind datasets and communicate data findings in visual using the appropriate tools. 1. Students are able to explain the stories within datasets and extract insights from that data using appropriate mathematical and statistical principles. 2. Students are able to use the appropriate tools to present data visually. 3. Students are able to interpret mathematical and statistical analysis and present the information in an easy-to-understand story.
MTH495	INDUSTRIAL COOPERATIVE LEARNING	Students learn to work in the industry at least 10 weeks. In this course, students will learn and utilize mathematical, statistical, and computer skills to solve real-world problems in various settings. Students will be expected to write full reports and conduct presentation concerning their industrial cooperatively learning experiences.
MTH495	WORK-INTEGRATED LEARNING	Students learn to work in a government or private sector at least 10 weeks. Students will apply and utilize mathematical, statistical, and computer skills to solve real-world problems in various settings. Students will be expected to write full reports and conduct presentations of their work on experiences gained from learning in collaboration with the government sector, state enterprises, as well as businesses or industries.
MTH498	PROJECT PROPOSAL	Students work in-groups for project proposal which students interest on mathematics, applied mathematics, and computational mathematics under the approval of mathematics advisory committee.
MTH499	PROJECT STUDY	Direct research relevant to the working plan proposal in Project Proposal (MTH 498)
MTH602	MACHINE LEARNING AND MODELING TECHNIQUES	Review of statistical and mathematical programming. Computer-intensive methods for parameter and error estimation, model selection, and model validation. Techniques and algorithms from the statistical and machine learning disciplines: forecasting, logistic regressions, classification and regression trees, support vector machines, k-nearest neighbor method, Bayesian learning, principal components analysis, cluster analysis, regularization techniques, and various ensemble techniques.
MTH621	MATHEMATICAL ANALYSIS IN EUCLIDEAN SPACES	Geometry and topology of Euclidean spaces. Vector basis. Convergence and continuity of maps. Linear operators and their matrices with respect to a given basis. Differential operators. Inverse function theorem. Implicit function theorem. Surfaces and orientations. Differential forms. Volume elements. Change of variables. Integrals of differential forms. Stokes theorem. Selected applications
MTH624	FIXED POINT THEORY AND APPLICATIONS	Banachs contraction principle, Ekelands variational principle. Caristis fixed point theorem. Fixed point theorems for nonexpansive mappings in Hilbert spaces. Baillons nonlinear ergodic theorem. Fixed point theorems for continuous mappings. Nonexpensive mappings. Multi-valued mappings. Iterative approximation of fixed points.
MTH627	HILBERT SPACE THEORY AND APPLICATIONS	Hilbert spaces. Hilbert space identities. Orthonormal systems. Riesz representation theorem. Linear operators on Hilbert spaces. Adjoint operators. Positive operators. Projection operators. Eigenvalues and eigenvectors. Differentials of operators. Applications in differential and integral equations. Applications in optimization and Euler-Lagrange equations.
MTH631	MATRIX THEORY	Generating invertible matrices. Subspaces associated to matrices. The Moore-Penrose inverse. Norms. Inner products. Spectral theory. Matrix diagonalization. Jordan canonical form.
MTH632	GRAPH THEORY	Basic graph definitions. Trees. Caylays formula. Degrees. Connectivity. Eulerian circuit. Hamiltonian cycle. Diracs theorem. Matching. Halls marriage theorem. Tuttes theorem. Planar graphs. Kuratowskis theorem. Coloring. Brooks theorem. Introduction to the discharging method.
MTH636	ADVANCED ABSTRACT ALGEBRA	Groups. Group actions. Sylow theorems. Rings. Ideals. Polynomial rings. Unique factorization domains. Fields. Field extensions and introduction to Galois theory.
MTH637	LIE ALGEBRA	Definition of Lie algebras. Properties of Lie algebras. Root system and dynkin diagrams. Classification of finite dimensional semisimple complex Lie algebras. Representation theory.
MTH640	OPTIMIZATION	Overviews of constrained and unconstrained optimization. Classical search and gradient methods. Linear programming. Nonlinear programming. Dynamic programming. Integer programming. Global optimization.
MTH641	FUNCTIONAL ANALYSIS AND APPLICATIONS	Metric spaces. Normed spaces and Banach spaces. Linear operators. Linear functionals. Inner product and Hilbert spaces. Hahn-Banach theorem. Uniform boundedness theorem. Open mapping theorem. Closed graph theorem. Contractions and Cauchy problems. Basic concepts of spectral theory. Compact operators. Self-adjoint operators.
MTH665	MATHEMATICAL TECHNIQUES	Optimization techniques. Lagrange multiplier method. Steepest-assent methods. Dynamic programming. Linear programming. Geometric programming. Calculus of variations. Computational methods. Solution to system of linear and nonlinear equations. Numerical interpolation and numerical integration. Solution to ordinary and partial differential equations.
MTH666	ADVANCED MATHEMATICS FOR ENGINEERS	Linear algebra and matrix theory. Solution to differential equations, emphasize on partial differential equations, Calculus of Variations, Numerical Methods.
MTH667	NUMERICAL METHODS FOR DIFFERENTIAL EQUATIONS	Introduction. Boundary and initial conditions. Finite difference methods. Parobolic equations. Difference schemes. Implementation of difference schemes. Stability analysis and convergence of difference schemes. Nonlinear parobolic equations. Diffusion-convection equation. Elliptic equations. Dirichlet problem. Iterative methods. Neumann problem. Hyperbolic equations. Locally one dimenentional (LOD) methods. Difference schemes for system of equations. One-step methods. Absolute stability. Linear multi-step methods. Stability and convergence. Stiff problems. Boundary value problems.
MTH671	MATHEMATICAL STATISTICS	Properties of a random sample. Order statistic. Laws of large numbers. Limit theorems. Convergence concepts. Principles of data reduction. Sufficient, ancillary and complete statistics. Point estimation. Cramer-Rao inequality. Best unbiased estimators. Hypothesis testing. Likelihood ratio tests. Most powerful tests. Interval estimation. Analysis of variance. Simple regression models. Experimental design. Goodness of fit.
MTH672	INTRODUCTION TO STOCHASTIC PROCESSES	Stochastic process in discrete time including random walks. Recurrent events. Markov chains. Markov process and branching process and some continuous time stochastic population processes: birth-death process, renewal process and stationary process.
MTH674	STATISTICAL CONSULTING	Statistical learning concepts. Basic R language. Linear regression. Classification. Resampling methods. Linear model selection and regularization. Principal components analysis. Tree-based methods. Unsupervised learning. Clustering methods. Association rule.
MTH679	FUZZY LOGIC AND APPLICATIONS	Motivation, possibilistic interpretation, basic concepts, set operations, fuzzy relations, fuzzy inferences, approximate reasoning, fuzzy arithmetic, linguistic models, decision theory, classification, and fuzzy controllers.
MTH711	SPECIAL TOPICS I : ANALYSIS OF FINANCIAL TIME SERIES	Principle of Time Series Analysis, Analysis of Linear Time Series Models, Volatility Models, GARCH Models and Its Applications
MTH713	SPECIAL TOPIC : NUMERICAL IN HEAT TRANSFER	Methods of prediction, Mathematical description of physical phenomena, Discretization methods, Heat conduction Convection and diffusion
MTH713	SPECIAL TOPIC : MATCHING THEORY	Matching in bipartite graphs. Flow theory. Tuttes theorem. Gallais lemma. Berges formula. Perfect matchings. Matching criticality. Hoffman-Kruskal Theorem. Pfaffian.
MTH713	SPECIAL TOPICS III : DYNAMICAL SYSTEMS AND ERGODIC THEORY	Theory and applications of mathematical models of dynamical systems (discrete and continuous), Ergodic Thery : Measure-Theory Preliminaries, Poincare Recurrence Theorem, Ergodicity and Mixing, von Neuman Ergodic Theorem, Brikhoff’s Ergodic Theorem
MTH714	SPECIAL TOPICS IV : COMBINATORIAL GAME	Basic Game Techniques. Outcome Classes. Fundamental Theorem of Combinatorial Games. Outcome Functions. Partition Theorem for Impartial Games. Bottleneck Principle. Algebra of Games. Values of Games. Surreal Numbers.
MTH714	SPECIAL TOPICS IV: NUMERICAL MODELING AND SIMULATION IN ATMOSPHERIC SCIENCES	This course provides students with fundamental knowledge and practical skills in numerical modeling and simulation techniques applied to atmospheric sciences. Topics include the basic principles of atmospherics dynamics, numerical methods for solving differential equations, and the development and application of numerical models for weather prediction, climate simulation. Emphasis is placed on understanding model structure, parameterization, initialization, and validation. Hands-on exercises and case studies will enable students to build, run, and evaluate simple atmospheric models, preparing them for advanced research or professional work in meteorology, climate science, and environmental modeling.
MTH723	NONLINEAR FUNCTIONAL ANALYSIS	Theory of nonlinear functional analysis in a systematic way with nonlinear operators. Fixed point theorems and minimax theorems as essential ingredients to give applications of the theory to variational inequalities. Games and linear operators.
MTH741	ADVANCED FUNCTIONAL ANALYSIS	Generalized functions and distributions. Greens functions. Distributional theory of the Fourier transform. Spectral therory in Hilbert space. Variational methods. Differential calculus of operators. Stability and bifurcation.
MTH744	ADVANCED TOPIC IN NONLINEAR FUNCTIONAL ANALYSIS
MTH745	OPTIONS AND DERIVATIVES PRICING	Structure and operation of derivative markets. Valuation of derivatives. Hedging of derivatives. Applications of derivatives in areas of risk management and financial engineering. Models and pricing techniques include: Black-Scholes model. Binomial trees. Monte-Carlo simulation.
MTH746	FINANCIAL MATHEMATICS	Stochastic models of financial markets. No-arbitrage derivative pricing. From discrete to continuous time models. Brownian motion. Stochastic calculus. Feynman-Kac formula. Tools for European options and equivalent martingale measures. Black-Scholes formula. Hedging strategies and management of risk. Optimal stopping and American options.
MTH747	MONTE CARLO METHODS FOR FINANCIAL MATHEMATICS	Monte Carlo methods for accurate option pricing, hedging and risk management, Modeling using stochastic asset models, geometric Brownian motion and parameter estimation, Stochastic models, Variance reduction.
MTH748	APPLIED CONVEX ANALYSIS	Convex sets and functions, Subdifferential theory and convex optimization, Proximal operators, Fenchel conjugates, Monotone and maximal monotone operators, Mintys theorem, Resolvents, Duality in Convex Optimization, Splitting algorithms, Primal-dual algorithms, Selected applications.
MTH753	MATHEMATICAL MODELS IN EPIDEMIOLOGY	Epidemiology of infectious disease, Terminology of mathematical modeling of Infectious disease, Epidemic models: deterministic models, time delays model and plus vaccination models, Basic properties of the models, the threshold value of the models, Stability analysis of the models, bifurcation analysis.
MTH755	NONLINEAR DIFFERENTIAL EQUATIONS AND DYNAMICAL SYSTEMS	Introduction, Autonomous equations, Critical points, Periodic solutions, Theory of stability: linearization, bifurcation theory, chaos, Hamiltonian systems.
MTH768	MATHEMATICAL METHODS IN APPLIED SCIENCES	Introduction, Boundary and initial conditions, Finite difference methods, Parobolic equations, Hyperbolic equations, Elliptic equations, Difference schemes, Implementation of difference schemes, Stability analysis and convergence of difference schemes, Numerical methods for ordinary differential equations, Systems of linear equations, Eigenvalues, Iterative methods, Systems of nonlinear equations, Applications of numerical methods Constrained and unconstrained optimization, Classical search and gradient methods, Linear programming, Global optimization, Applications of optimizations .
MTH771	PROBABILITY THEORY AND APPLICATIONS	Set Theory. Sigma-Fields. Filtrations. Measurable functions. Convergence. Probability spaces. Continuity and Integrability. Independence. Expected values. Laws of large numbers. Central limit theorems. Conditional expectation. Martingales. Applications.
MTH780	FLUID DYNAMICS OF THE ATMOSPHERE AND OCEAN	Introduction to the atmosphere, Introduction to the Oceans, The basic equations of atmospheric and oceanic motion, Ocean Circulation, Ocean-atmosphere interaction
MTT501	MATERIALS SCIENCE FOR ENGINEERS	Fundamental of materials structure and mechanical properties of materials: crystal structure and bonding of materials and mechanical properties of materials and their measurement: strength, hardness, stress, strain, wear, toughness and ductility. Metal, its related properties and applications: session includes ferrous and nonferrous alloys, microstructures, phase transformation and phase diagram, effect of microstructure on mechanical properties and heat treatments. Ceramics, its related properties and applications: session is comprised of an overview of ceramics, defect structures, ceramic processing, its properties such as mechanical, electrical and optical properties and its applications. Polymer, its related properties and applications: session discusses on polymer structure, properties of polymer and polymer processing. Properties of polymer include physical, mechanical, electrical, thermal and optical properties, structure, properties, and applications of composite materials
MTT502	MECHANICS OF MATERIALS	Concept of stress and strain, tension and compression, generalized Hookes Law, torsion, combined stresses and Mohrs Circle, shear force and bending moment diagrams, deflection of beams, stresses in beams, columns, energy methods, castiglianos theorem.
MTT602	RESEARCH STUDY	Students are required to undertake short research or development studies under supervision of faculty members appointed by the division.
MTT610	DEFORMATION AND FRACTURE	Review of stress, strain and yield criteria, element of plasticity theory in metals, dislocation theory, theories of yield point, solid solution strengthening and work hardening, application examples in forming, deformation at high temperature, deformation of multiphase alloys, annealing of deformed metals, texture development and anisotropy, ductile and brittle fractures, the NRL fracture analysis diagram, linear elastic fracture mechanics, fracture at elevated temperature.
MTT611	MATERIALS RESEARCH METHODS	Introduction to research and communication. Definitions and classifications of research: academic and industrial research, basic and applied research. Creating research problems in materials technology: creative thinking, literature search, and characteristics of research topics in materials technology. Research proposal in materials technology: Compositions and Comprehensions. Research process, planning, work brake down structure, expected project budgets, sampling, experimental design, variables, data collection and analysis, literature review, research topic construction, abstract writing, full paper writing, methods for result presentation, discussion in materials technology, conclusion and references, Publications: writing articles for journals and conferences, exhibitions, and thesis writing. Ethics for researchers.
MTT612	MATERIALS CHARACTERIZATIONS AND TESTING	The course focuses on most effective and widely used techniques to determine structure and composition of materials and provides a practical description of the methods used to test and characterize a broad range of materials. Method suitability, sample preparation, and anticipated results of bulk and surface characterization techniques are of main interests. Students will be given assignments that require searching of literatures and having discussions with relevant experts to develop understanding of specific characterization techniques. Visits to various laboratories will allow students to experience the real-life uses of several characterization and testing techniques.
MTT613	POLYMER CHARACTERIZATION AND ANALYSIS	This course provides fundamental and principle of various techniques used for characterization and testing of polymers including molecular weight analysis, spectroscopic analysis, polymer microscopy for morphological studies, X-ray and thermal technique for crystalline structure analysis, mechanical testing, thermal analysis and electro-chemical properties test.
MTT620	MATERIALS TECHNOLOGY FOR SUSTAINABLE ENERGY AND ENVIRONMENT	Materials are being used in all stages to produce products. The resources are extracted, refined, and processed into useful materials. Then, materials are manufactured into parts and products. The finished products are used, consumed, maintained until it cannot be used anymore. The wasted materials are disposed or dispersed. Energy and material are necessary inputs for all stages; and feedbacks and loops make up part of the cycle.
MTT640	THERMAL ANALYSIS OF MATERIALS AND APPLICATIONS	This course provides fundamental and principle of various thermal analysis techniques, used for examination of thermal behaviors and study of composition and thermal properties of both polymeric and inorganic materials. Case studies involving the use of these techniques for solving some problems in the research and development, production, and applications of materials will be provided, including interpretation of the results. Besides, some parts of this course involve demonstration on the use of some thermal analysis technique in the laboratory, in which the students will gain experience in terms of sample preparation, effects of conditions and mode of testing and interpretation of the obtained thermograms. Moreover, students will be assigned for literature search and review in the topics relevance to thermal analysis techniques for materials characterization and present their study in the classroom, in the end.
MTT645	BASIC STRUCTURAL CHARACTERIZATION AND ANALYSIS AND APPLICATIONS	Applications of x-ray diffraction and electron diffraction to study crystal structure for research and project by using x-ray diffraction, electron backscatter diffraction, and electron forward scatter diffraction techniques.
MTT648	BASIC SPECTROSCOPY FOR CHEMICAL STRUCTURAL CHARACTERIZATION AND APPLICATIONS	This course explain fundamental principles and theory of spectroscopy techniques including Nuclear Magnetic Resonance Spectroscopy (NMR), Fourier Transform Infrared Spectroscopy (FTIR) Raman Spectroscopy (Raman) and Ultraviolet-Visible Spectroscopy (UV-Vis) in order to study and analyze chemical structures of polymeric, organic and inorganic materials. The students will gain experience in instrument demonstration, sample preparation and interpretation of laboratory results. In addition, students will be assigned to present and discuss the literature review that relevance to spectroscopy techniques in this course
MTT650	BASIC TESTING FOR NANOMATERIALS AND APPLICATIONS	In this course, the student will learn the concept of nanomaterials, nanocharacterizations, and applications. This course will propose a basic knowledge and principle of nano-characterization techniques as well as the suitable sample preparation methods. The content in this course will separate into three main parts; microscopy, crystallography and elemental analysis, and properties testing. The microscopy part will focus on both electron microscopy and probe microscopy. Transmission electron microscopy (TEM), scanning electron microscopy (SEM), atomic force microscopy (AFM), and scanning tunneling microscopy (STM) are the main topic of this section. This course will inform the sample preparation methods, structure and function of the microscope, operation modes, and interpretation techniques for each microscopy to students via lecture and lab sessions.
MTT662	EXPERIMENTAL DESIGN AND ANALYSIS	Design of experiment using statistical principles is important to conducting a research to obtain reliable data from sufficient condition for analysis. Statistical principles is used at the beginning: experiment design, till the end: data analysis. The process starts with hypothesis formulation, factor and treatment (level of factor) selection, and data analysis. This course covers design and analysis of an experiment with one factor or various factors, experiment with numbers of treatment, experiment with restrictions and experiment to discover an optimal condition.
MTT671	NANOMATERIALS AND THEIR APPLICATIONS	This course aims to provide a principle of synthesis, characterization, and testing of nanomaterials, nanocomposites, and nanodevices. The relationship between nanostructure, unique properties at the nanoscale, and existing application of nanomaterials is a consideration. The content in this course is divided into six sections, while the first section will introduce the basic knowledge of nanoscience and nanotechnology concepts to students who graduated from different academic backgrounds. The nanofabrication, both top-down and bottom-up synthesis processes, including manipulation techniques, will be represented in the second section. The third section will provide the principle of characterization methods for nanomaterials.
MTT677	SPECIAL TOPIC I: FIBROUS MATERIAL SCIENCES	This course explains fibrous materials including, natural fibers, synthetic fibers, reinforced fibers, nanofibers. The structure and properties of fiber including chemical, thermal and electrical properties. The course also explain fiber production processes and includes demonstrations of nanofiber fabrication equipment. Applications of fibrous materials in energy, environment, and medical field will be discussed.
MTT687	MINI SPECIAL TOPIC I : ELECTROPLATING, ELECTROLESS PLATING AND HOT-DIP COATING	Electroplating, electroless plating, and hot-dip coating are essential techniques in materials science and various industrial sectors. These coating processes play a pivotal role in enhancing the functional and aesthetic properties of products used in a wide range of applications such as automotive parts, jewelry, electronics, and construction. They serve key functions including aesthetics, corrosion protection, electrical conductivity, and durability. This course provides an in-depth exploration of the principles, factors influencing the processes, troubleshooting techniques, and practical applications of electroplating, electroless plating, and hot-dip coating
MTT687	MINI SPECIAL TOPIC I : LASER POWDER BED FUSION ADDITIVE MANUFACTURING	This course covers additive manufacturing with metals, laser Powder Base Fusion Process, laser-materials interaction, solidification during additive manufacturing, post processing, mechanical and chemical properties and applications
MTT688	MINI SPECIAL TOPIC II : DESIGN AND ANALYSIS OF AN EXPERIMENT FOR OPTIMIZATION	Most development or improvement projects, especially process optimization, required experimental design and analysis. Statistics and intrinsic technology are used to design and analysis of an experiment. This course covers experiment related statistics, design and analysis of an experiment with two or more factors, experimental design for optimization, and statistical data analysis.
MTT690	MICRO SPECIAL TOPIC I : INTRODUCTION TO POLYMER CHEMISTRY	Introduction, basic organic chemistry, chemical structure of polymers, basic of IUPAC naming, common polymers naming, type of polymers in everyday life, commercial polymers, specialty polymers and their applications.
MTT690	MICRO SPECIAL TOPIC I: ORGANIC COATING AND SPECTROSCOPIC CHARACTERIZATION	This course explains organic coating, chemical structures, and spectroscopic characterization including FTIR, Raman and UV-Vis spectroscopy
NRM601	NATURAL RESOURCE MANAGEMENT	Classification of Bio-resources and ecological system. Utilization of Bio-resources. Threat from anthropogenic activities and/or climate changes. Management concept in natural resource managentnt. Current policies of conservation and natural resource management. Major problematic issues, problem analysis and involving method for management of natural resources. Integration of multidiscipline approach in natural resource conservation, ecology, economics, law, geography, philosophy, etc. for solving problems in Thailand and other countries. Possible recommendation and suggestion for natural resources. Case studies and excursion.
NRM605	SCIENCE AND TECHNOLOGY FOR COMMUNITY RESOURCE MANAGEMENT	Principles of science and technology concerning natural resources management; genetics, nano-technology, environmental technology, energy resources technology, agricultural and industrial technology. Reviewing and analyzing scientific reports and articles including other phenomena using scientific concepts for knowledge, understanding and thinking process in science and technology, in solving resources management in depth.
NRM607	SELECTED TOPICS IN BIORESOURCE MANAGEMENT : ECOLOGICAL STATISTICS	Discussion and lectures on special aspects or advanced topics of current interest in Natural Resource Management and management technology. Check departmental announcement for topics offered any given semester or contact instructor for information
NRM607	SELECTED TOPICS IN BIORESOURCES MANAGEMENT : BIOLOGICAL CONTROL FOR SUSTAINABLE AGRICULTURE	This class aims to provide students with the necessary skills required to both acquire knowledge and presentation skills. Students can discuss and present updated information about the roles and benefits of biological control for sustainable agriculture.
NRM607	SELECTED TOPICS IN BIORESOURCE MANAGEMENT: MICROORGANISMS IN AGRICULTURE AND FOOD INDUSTRY: THE SCIENCE OF BIOTECHNOLOGY APPLICATIONS	This comprehensive course explores the pivotal role of microorganisms in modern agriculture and food production systems. Students will examine the fundamental principles of microbiology and biotechnology as they apply to sustainable agricultural practices and innovative food processing technologies. The course integrates theoretical knowledge with practical applications, emphasizing the commercial and environmental significance of microbial biotechnology.
NRM611	EVOLUTION	Introduction on the history of evolution ranging from the Greek and Latin philosopher. Natural selection by the engine of evolutionary change. Past mass extensions and raises of biodiversity. The small scale variation within original species progressively isolated by increasing geographical barrier. Molecular evolution. The evolutionary history of life on Earth.
NRM612	ECOLOGICAL SYSTEMS	Overview of ecological systems. Function of ecological systems with including ecological sampling and analysis of ecological data. Field and indoors Labs. Reading and discussion of papers from international and regional journals with emphasis on understanding and critical thinking skills.
NRM615	FIELD TECHNIQUES FOR WILDLIFE STUDIES	Power analysis (type I and type II error) and monitoring population trends (TRENDS software), patch occupancy (PRESENCE software), estimating and monitoring population changes using repeat presence-absence surveys, probability of detection, estimating and monitoring changes in abundance using distance sampling (DISTANCE software), detection functions, estimating and monitoring changes in abundance from capture-based methods (MARK software), maximum likelihood estimation, information theoretic approaches to data analysis
NRM616	POPULATION ECOLOGY	Application of advanced ecological theory to biological populations: mathematical and evolutionary aspects of population growth and regulation. Foraging theory, predator-prey theory, habitat selection and competition.
NRM617	BEHAVIORAL ECOLOGY	Vertebrate social behavior related to kin selection. Game theory and evolutionary stable strategies. Evolution and function of territoriality, mating systems, cooperative breeding, grouping/flocking and feeding behavior.
NRM618	GENETIC MANAGEMENT FOR PLANT AND WILDLIFE CONSERVATION	Overview, linkage and synthesis of interdisciplinary research in the field of molecular biology, population genetics, landscape and evolutionary ecology. Effects of human-induced changes that disrupt connectivity, natural evolutionary and ecological processes at the population level, community level and species level. Study design and laboratory practices on molecular techniques in population genetics. Read peer-reviewed article and discuss applications of genetic tools in solving real-world challenges in resource management.
NRM625	GEOGRAPHIC INFORMATION SYSTEM FOR NATURAL RESOURCE MANAGEMENT	Fundamental principle of GIS. Application of GIS in natural resource management: multi-criteria evaluation, multi-objective decision making, sensitivity analysis, database uncertainty, spatial analysis, multiple and logistic regression. Discuss several papers from international journals. Present paper involving GIS application as a small group project.
NST311	COMPUTER SCIENCE FOR CONTEMPORARY SCIENCE AND TECHNOLOGY	Solving various fundamental scientific problems with various methods such as the physics problems using finite difference, semiconductor simulations using self-consistent drift-diffusion model, electronic structure calculations using density functional theory, simulated physical motions, principal component analysis of motions, concepts and applications of fast-Fourier transform, computational finance, drug discovery with machine learning using chemical structures. The use of Python programming for scientific problem solvings.
NST601	INTRODUCTION TO NANOSCIENCE AND NANOTECHNOLOGY	Module 1 Introduction to nanoscience and nanotechnology: Preface to nanoworld, Scaling laws, Nano-scale physics; Module 2 Types of nano-materials and some special types of nanomaterials; Module 3 Properties of nano-materials: Optical properties, Electrical properties, Mechanical properties, Chemical properties, Magnetic properties; Module 4 Synthesis of nano-materials: Physical methods, Chemical methods, Biological methods, Self-assembly; Module 5 Applications and impacts of nano-materials, Nanosafety.
NST602	FABRICATION AND CHARACTERIZATION IN NANOTECHNOLOGY	Techniques/methodologies for fabrication and characterization of nanomaterials and devices, Thin film depositions (i.e. vapor deposition, chemical deposition, sputtering, and spin coating), Lithography, Electrochemistry, Atomic force microscopy (AFM), Scanning electron microscopy (SEM), Sransmission electron microscopy (TEM), Scanning tunneling microscope (STM), X-ray diffraction (XRD), UV-Vis spectroscopy, Dynamic light scattering (DLS), Contact angle measurement
NST603	RESEARCH METHODOLOGY FOR NANOSCIENCE AND NANOTECHNOLOGY	Research ethics, Literature review from scientific research databases and literatures information management, Evaluation of research practice, Effective research planning and research methodology design, Research proposal preparation, Workshop on research proposal preparation, Research manuscript preparation and submission to academic journals or proceedings, Workshop on research manuscript preparation.
NST661	SOLAR CELL TECHNOLOGIES I	Basic parameters of solar cells, Origin of VOC and ISC, p-n junction, Role of recombination, Maximum power conversion, Solar cells of quantum dots, Solar cells of organic materials, Solar cells of perovskite, Characterization tools
NST694	SPECIAL TOPICS IN NANOSCIENCE AND NANOTECHNOLOGY I : SPECIAL TOPICS I: INTRODUCTION TO SCIENTIFIC MACHINE LEARNING USING PHYSICS-INFORMED NEURAL NETWORKS	Scientific programming in Python at the basic and intermediate levels, being able to work with and manipulate sequence data using NumPy, apply scientific programming to perform basic research tasks, including data visualization, use TensorFlow in machine learning tasks, understand the basics of physics-informed neural networks (PINNs), implement the PINNs technique in Python using TensorFlow, apply PINNs to solve the solutions of simple partial differential equations (PDEs), and study the behaviors of the system that the PDEs are describing.
NST694	SPECIAL TOPICS IN NANOSCIENCE AND NANOTECHNOLOGY I : MODERN ASPECTS OF ELECTROCHEMISTRY FOR HEALTH MONITORING APPLICATIONS	1. Advance usage of sensors to monitor health. 2. Electrochemical and biosensing analysis. 3. Detection of various diseases using the sensors.
OGM641	LEADERSHIP, CHANGE AND COMMUNICATION MANAGEMENT	The objective of this course is to prepare individuals to better understand, accept, and assume leadership roles in increasingly competitive, globalized, multicultural, and multi-values organizations by understanding the significance of theories, models, and concepts of leadership, analyzing, and understanding their unique leadership style. The course also addresses necessary skills for managers to lead in this globalization era. Theories and practices of change and communication management, which deal with the individual, group, intergroup, and organizational levels are discussed
OGM642	ORGANIZATION PERFORMANCE MANAGEMENT	This course addresses organizational performance at both strategic and operational levels. Various means to monitor the implementation and effectiveness of an organization’s strategies and its key performance indicators, determing the gap between actual and targeted performance, and determing organization effectiveness and operational efficiency are introduced. Topics include organizational capabilities in managing costs, ensuring quality in products and services, and enhancing stakeholder satisfaction, as well as performance capabilities. An overview of strategies and approaches for achieving a high-performing organization is also discussed.
OGM644	HUMAN CAPITAL AND ORGANIZATIONAL DEVELOPMENT	This course covers human capital development and organizational development. For human capital development part, it will introduce how to create beliefs for self-development. Human development techniques; coaching skills, training skills, will be learned. Through the process of organization development, it provides an overview of how an organizational development specialist diagnoses and implements interventions to create interpersonal, group, inter-group, or organization-wide change to be the happy workplace and high-performance organization.
OGM651	ENTERPRISE RISK MANAGEMENT, CRISIS MANAGEMENT	Operating firms, currently, confront with VUCA (Volatility, Uncertainty, Complexity and Ambiguity) environment. One of the most competency in leader is about to understand and posit the managing risk mind-set. Also, he/she could seize the opportunities under turbulent business environment.Overall, learner initially educates and distributes real world global and local case studies at its aim to build up risk and crisis management skill-set. Ultimately, learner will integrate this module with the importantly organizational systems: strategic and performance management.
PDM622	MANUFACTURING PROCESSES FOR PRODUCT DESIGN	Materials must be manufactured into appropriate shapes and sizes to be useful as products or components. Designers must make sure that their designs are manufacturable. Knowledge about key manufacturing processes is essential for designers. Topics to be covered includes: Metal processing: casting, forming, machining, powder metallurgy, heat treatments, surface engineering. Polymer processing: injection moulding, blow moulding, and other polymer processing techniques, Ceramic processing: classical ceramic processing, advanced ceramics processing, composite materials, and products manufacturing. Modern manufacturing technologies.
PDM640	PRODUCT LIFE EXTENSION THROUGH DESIGN	Parts and components eventually fail. Information from failure analysis is invaluable for design engineers in improving the design of future products. This course explores procedures and techniques employed in failure analysis with particular emphasis on the applications of failure information in engineering design. All major failure modes are covered: fractures, corrosion, wear, fatigue, creep together with other degradation processes. Treatments would range from theoretical fundamentals through practical technical details for analysis to case studies. Term project is an integral part of the course.
PDM641	LIFE CYCLE ANALYSIS AND DESIGN	Life Cycle Analysis (LCA) is an important consideration in designing and developing new products. Designers need to be aware of various concepts and techniques pertinent to LCA as well as various regulations and legal issues related to LCA. Topics to be covered include: Concept of LCA. LCA and competitive advantage, Techniques for analyzing life cycle costs, environmental impacts, energy consumption and materials utilization. End-of-life considerations; recycling, take-back and design rules. Ecodesign concepts and applications. Regulatory and legal issues. Case studies and term projects are integral parts of the course.
PDM660	QUANTITATIVE OPTIMIZATION TECHNOLOGY FOR DECISION MAKING	Advanced engineering design or product development oftenly need mathematical techniques to compile data before making a decision. In this class, students will apply mathematical knowledge to model a situation in various cases. Students will learn and use mathematic knowledge in these topics: mathematical modeling techniques that are useful in managerial decision making. Deterministic models: linear programming, nonlinear programming, and related techniques. Stochastic models: decision trees, queuing theory, simulation, and regression analysis.
PDM690	SPECIAL TOPICS I : FAILURE ANALYSIS AND DESIGN OF FORMING DIE	Forming dies are used to form product of various materials. Their service life depends on properties and characteristic of die materials. Additionally, their geometry especially at the forming affect their service life. This course involves analysis of properties and characteristics of die materials. Design of die and its manufacturing process to extend its life is also included.
PDT111	INDUSTRIAL DRAWING	Industrial drawing by hand: Line and lettering; sketches; orthographic projection and orthographic drawing; dimensioning; scale; pictorial drawing; section view; assembly and explode drawing; surface roughness; tolerance; interpret and analysis of industrial drawing
PDT211	STATICS AND MECHANICS OF SOLIDS	Introduction to mechanics of solids; internal force; stress; stress-strain diagram; Hookes law; stresses due to various loads: axial force, transversal force, and pressure; deflection of beams and column; plane stress and plane strain; stress and strain transformation; Mohrs circle.
PDT231	WELDING TECHNOLOGY WORKSHOP	Welding practice; Shield metal arc welding process all position, Drawing welding, , brazing process, gas metal arc welding process, gas tungsten arc welding process, plasma cutting and welding inspector.
PDT232	INDUSTRY MATERIALS TESTING	Theory and concept of materials testing processes. Material testing practices: tensile testing, tensile shear testing, hardness testing, impact testing, torsion testing, microstructure testing and non-destructive testing
PDT242	MACHINE TOOL TECHNOLOGY WORKSHOP	Manufacturing with machining processes; calculation of cutting speed; feed and revolution speed; material removal rating (MRR); cutting tool material and geometry; horizontal and vertical milling machine; plane milling; face milling groove milling; gear cutting and boring; using of index head; plane grinding; cylindrical grinding; cutting tool grinding.
PDT251	INDUSTRIAL METALLURGY	Industrial materials: metals, non metallic; production processes and properties of materials; Structures of metallic materials; defects in crystals, diffusion in alloys; phase equilibrium diagrams; thermal treatment of metals and alloys; recovery, recrystallization and grain growth; time- temp- transformation diagrams; relationship between microstructures and mechanical properties of metals and alloys; heat treatment of metals; powder metallurgy; corrosion of metal.
PDT252	INDUSTRY MATERIALS TESTING	Theory and concept of materials testing processes. Material testing practices: tensile testing, tensile shear testing, hardness testing, impact testing, torsion testing, microstructure testing and non-destructive testing
PDT261	MANUFACTURING PROCESS	Theory and concept of manufacturing processes: casting, forming, machining welding and sheet metal processing. Material and manufacturing processes relationships. Fundamental of manufacturing cost.
PDT262	PRODUCTION TECHNOLOGY WORKSHOP	Basic welding practices: preparation of joint and welds; oxy-acetylene gas welding, electrode arc welding; sheet metal practices: using sheet metal tools and lay out, cutting, bending, rolling, and seaming and joints, soldering; machine tool practices: tool grinding, using a lathe, drilling machine, sawing machine, basic turning operation; facing, cylindrical turning, drilling, and sawing.
PDT335	WELDING METALLURGY	Principles of welding mettalurgy; influence of chemical composition in microstructure of welding, influence of heat input in weldmetal and heat affected zone, calculate the cooling rate of the weld. The influence of heat affecting the residual stress in welding. Defect in welding, Preheat and post weld heat treatment in welding, Welding metallurgy in carbo steel, Welding metallurgy in stainless steel, Welding metallurgy in aluminum.
PDT344	INDUSTRIAL METROLOGY AND INSTRUMENT TECHNOLOGY	Concept of metrology; measurement system and standard; measurement traceability Industrial measuring instrument; method and practices, principle of calibration, uncertainty of measurement
PDT346	COMPUTER-AIDS DESIGN AND MANUFACTURING	Computer-aids design (CAD): 2 dimension-3 dimension drafting, solid, surface and wire frame modeling. Computer aids manufacturing (CAM): machine and mechanical hardware, CNC lathe, CNC milling, CNC machine center. Industrial robots. Principle of NC programming on CAM system. Part programming. Algorithms for interpolation and control. Computer integrated manufacturing (CIM). Application of CAD, CAM and CIM.
PDT363	INDUSTRIAL AUTOMATION	Automation in industries. Fundamental of pneumatic. Hydraulic and electrical system. The application of pneumatic, hydraulic, electrical and fluid transfer. Feeding and numerical control devices to automate equipment in industries. Program logic controls for automations. Design of low cost automation system.
PDT371	INDUSTRIAL QUALITY CONTROL	Modern concept of quality control management in industries, techniques of quality control. Statistical tools for quality control. Theory of process and acceptance control for quality. The effectiveness of modern quality control and the principles of zero defects. Quality management and improvement in industry.
PDT376	PRODUCTION PLANNING AND CONTROL	Introduction to the concept of production system and planning. Production development and forecasting techniques. Production planning. Production scheduling and control. Material and inventory management. Basic cost and profitability analysis for decision making. Cost-profit-volume analysis of production operations.
PDT378	INDUSTRIAL PLANT LAYOUT	Introduction to plant layout, preliminary analysis of plant design. Layout and facilities planning. Material handing. Nature of plant layout problems. Plant location. Product analysis. Basic types of layout service and auxiliary functions. Storage and ware housing.
PDT391	INDUSTRIAL WORK STUDY	Working knowledge of the time and motion study in industry. Practices and procedures including application of principles of motion economy. Use of flow process charts and diagram. Man-Machine charts. SIMO Chart. Tine study. Work sampling, performance rating. Standard data and formulas systems and use of equipment related to the work.
PDT481	SPECIAL TOPIC I : MANUFACTURING SYSTEM MANAGEMENT	Study on manafacturing system; davelopment of work standard; implementation of manufacturing system in industry; techniques and tools in modern manufacturing system management: 5 S, Kaizen, QCC, lean manufacturing, six sigmas, and lean
PDT482	SPECIAL TOPIC II : INDUSTRIAL MANAGEMENT SYSTEM	Industrial management systems that are international standard : ISO 9000 quality management system, ISO 14000 environment management system, ISO 18000 occupational health and safety management system ect.; management system audit; certification and assessment of system; continuous improvement in management system.
PDT483	SPECIAL TOPIC III : TOOL AND DIE TECHNOLOGY	Principle to tool and die; materials for tool and die and Tooling economic; functions and types of jig and fixture; principles of locating and work holding methods; tooling for inspection; welding and machihing; types of machine and die for drawing; extrusion, forming, cutting, blanking ect; component and making of die; computer simulation of tool and die.
PHT60101	SCIENTIFIC INSTRUMENTS	Principal and practical methods of scientific instruments for measuring mechanical, physical properties and chemical constituents of agricultural produce
PHT60102	PHYSICO-CHEMICAL ANALYSIS	Theoretical and practical aspects of techniques use in physico-chemical analysis of agricultural products
PHT60103	STATISTICAL ANALYSIS FOR AGRISCIENCE	Planning research, recording data, analysis of data, interpreting data and reporting of experimental by using the statistical knowledge
PHT611	POSTHARVEST LOSSES OF AGRICULTURAL COMMODITIES	Cause, principles and practices responsible for losses of agricultural products. Qualitative, quantitative, nutritional and socioeconomic losses. Factors responsible for causing agricultural products losses. Loss assessment and estimation techniques and their limitations. Methods appropriate for reducing losses in technologically advanced.
PHT611	LOSSES OF AGRICULTURAL COMMODITIES	Cause, principles and practices responsible for losses of agricultural products in both of preharvest and postharvest commodities shall be discussed. Qualitative, quantitative, nutritional and socioeconomic losses are studied. Also Factors responsible for causing agricultural products losses, loss assessment and estimation techniques and their limitations shall be studied. Appropriate methods using technologically advances for reducing losses shall be contributed and discussed.
PHT612	AGRICULTURAL PRODUCTION SYSTEM	Understanding of production system for food and agri-food crops (grains, pulses, oil seeds, vegetables, fruit crops, flowers, foliage and potted ornamental plants). Issues such as pest and disease management and sustainability of crop production shall be discussed. This subject is designed to lay the foundation for studies and research on the postharvest storage, distribution, and marketing chain.
PHT62104	PLANT PHYSIOLOGY	Plant physiology and morphological and anatomical principles of fresh produces and grains.
PHT62105	PREHARVEST FACTORS	Quality components, preharvest factors, field management, maturity and harvesting.
PHT62106	POSTHARVEST TECHNOLOGY	Postharvest technologies for extending storage life including precooling, pest control, packaging system, packinghouse operations. Standardization and quality control, storage and preservation techniques.
PHT622	POSTHARVEST PHYSIOLOGY AND TECHNOLOGY OF AGRICULTURAL COMMODITIES	Biochemical, biophysical and physiological changes of harvested perishable crops and consideration of methods and techniques to prolong life and maintain quality of perishable commodities. Emphasis on the effects of storage facilities and techniques, quality evaluation as related to physiological mechanism controlling the maturation, ripening and senescence of perishable commodities.
PHT623	POSTHARVEST HANDLING SYSTEMS OF ORNAMENTALS	Growing condition, harvesting and utilization of ornamental plants. Structural, Physiological and metabolic changes associated with senescence of ornamental plants. Quality evaluation and grading. Preservation techniques and factors involving extent of postharvest life. Packaging system, packinghouse operation, storage, transportation and marketing. Retail florist care and operation. Care of ornamental plants in home.
PHT653	PRODUCE PACKAGING SYSTEMS	Types of packaging materials and produce packages. Physical and chemical properties of packaging materials. Packing and packaging system. Preparing produce for packaging. Mathematical models to produce packs. Computerized pallet and container dimensioning. Wholesale and retail produce packaging. Shipping containers and transport system. Graphic and package design. Governmental regulations, public health aspects associated with produce packaging.
PHT662	POSTHARVEST PATHOLOGY OF AGRICULTURAL COMMODITIES	Biology, ecology, types of damage and behavior of stored insect pests. Major insect pests, current practices in their control of economic agricultural products. Postharvest insect pests management of stored products.
PHY100	CONCEPTUAL PHYSICS	This course aims to develop physics students with the skills necessary for life-long learning by problem- based learning (PBL) and active learning. Fundamental concepts of physics in parallel to laboratory study. Phenomena of motion, force, energy, matter, sound, light, electricity, magnetism, and atom.
PHY10101	FORCE AND MOTION	This module focuses on the study of particle motions under mechanical forces by using Newtons laws. The motions covered in this module include linear and angular motions. Students will learn conservation of energy, conservation of momentum and conservation of angular momentum in various everyday situations.
PHY10102	OSCILLATIONS AND MATERIALS	This module focuses on basic principles of states and properties of materials such as equilibrium, elasticity and plasticity. The consequences of these states and properties will be discussed. This includes periodic motion of the material, possibility of resonance and wave phenomena in the materials. Particular attention will be paid to properties of flow in fluid materials.
PHY10103	THERMAL PHYSICS	This module focuses on learning heat transfer and its impact on substances, such as thermal expansion, change in temperatures, change of phases, work and change in entropy. The lessons apply laws of thermodynamics to, qualitatively and quantitatively, describe and explain states of matters in everyday life.
PHY10201	ELECTRIC CHARGE AND FIELD	This module focuses on the nature of electric charge and electric field, and how they respond to each other in terms of force and energy. Applications to capacitors are included.
PHY10202	MAGNETIC FIELD	This module focuses on relationships between electric current and magnetic field. The nature of electric current and the creation of magnetic field are also studied. How the electric current responds to the magnetic field and vice versa leads to several applications including electromagnetic induction.
PHY10203	ELECTROMAGNETIC WAVES AND MODERN PHYSICS	This module focuses on studies of energy transfer by using time-varying electric and magnetic fields in form of electrical signals and waves. Physical properties of electromagnetic waves related to energy, interference and diffraction are also included. Interaction between light and matters leads to new concepts in modern physics.
PHY10301	FORCE AND MOTION	This module focuses on the study of motions for particles and systems of particles under mechanical forces by using Newtons laws. The motions covered in this module are mainly linear motions. Students will learn the applications of conservation of energy and conservation of momentum in various everyday situations.
PHY10302	OSCILLATIONS AND WAVES	This module focuses on motions with angular variables, e.g., rotational motion, mechanical equilibrium, oscillatory motion, wave phenomena in materials. Mechanical properties of materials, e.g., Youngs Modulus, are also discussed.
PHY10303	THERMAL PHYSICS	In this module, the basic of fluid mechanics is discussed. The lessons consist of the concepts of pressure, buoyancy force, and equations for ideal fluid flow. After that, the basic of thermodynamics is also discussed. The lessons consist of heat transfer and its impact on substances, such as thermal expansion, change of phases, and the applications of laws of thermodynamics to describe and explain states of matters in everyday life.
PHY10401	ELECTRICITY AND MAGNETISM	This module focuses on the nature of electrostatic and magnetostatic fields, beginning with the definitions of electric charge, electrostatic force, electric field, following by the concepts of electric potential and potential energy, which lead to the explanations on the related phenomena and instruments. Then, sources of magnetic field, along with force and torque caused by magnetic fields are discussed, which lead to the idea for the creation of electric motors.
PHY10402	ELECTRIC CIRCUITS	This module starts with the definition of electric current, resistance, potential difference, and power. Then, the calculations of these quantities within different types of direct current (DC) circuits will be studied, followed by charging and discharging the capacitors, magnetic induction explained through the Faradays law, alternating current (AC) circuits, and fundamental electronic devices.
PHY10403	OPTICS AND MODERN PHYSICS	This module starts with the Maxwell Equations for electric and magnetic fields that define the electromagnetic waves (EMW), e.g., light. Properties of EMWs on the energy transfer, reflection, refraction, interference, and diffraction are mentioned. Finally, the last chapter Modern Physics will emphasize on the phenomena that lead to the discovery of the Quantum Theory.
PHY105	GENERAL PHYSICS FOR INDUSTRIAL EDUCATION AND TECHNOLOGY STUDENTS I	The course aims to encourage students to learn and understand various types of motions of a particle under the influence of forces. The concepts of mechanical energy, power and work will be introduced to help solve the problems. Students will learn energy transfer in forms of mechanical waves. Properties of matter will be taught by demonstrating the effect of heat on the matter.
PHY106	GENERAL PHYSICS FOR INDUSTRIAL EDUCATION AND TECHNOLOGY STUDENTS II	The course aims to encourage students to learn and understand nature of electricity and magnetism. The course covers studies of electric charge, electric force, electric field and electrical circuits. Magnetism covers sources of magnetic fields and their effects on charged particles. Faradays law of electromagnetic induction will be taught. Electromagnetic waves, the properties of electromagnetic wave and the topic related to introduction to modern physics will be emphasized.
PHY160	INTRODUCTORY COMPUTATIONAL PHYSICS LABORATORY	This course aims to emphasize on the understandings of variables and mathematical operators, basic programming, simulations of particle motion, array variables and matrix operation, data processing, data analysis and presentation.
PHY191	GENERAL PHYSICS LABORATORY I	Accurate measurements. Simple harmonic motion. Standing wave on string. Moment of inertia. Specific heat of liquid. Speed of sound : resonance tube. Surface tension of liquids. Viscosity. Rolling on inclined plane. Youngs modulus of wire by stretching.
PHY192	GENERAL PHYSICS LABORATORY II	The course aims to raise the basic understandings of the fundamental physics in practices. All topics will be related to PHY 104 General Physics II.
PHY201	ANALYTICAL MECHANICS	This course aims to emphasize on the understandings of elements of newtonian mechanics, equations of motion, conservative field, momentum and energy conservation, fluid dynamics, and engineering applications.
PHY202	BASIC ELECTRONICS	This course focuses on the fundamental of basic electronic such as Thevenins theorem, Nortons theore, equivalent circuit, semiconductor devices, diode theory and its application, bipolar transistors, transistor fundamentals, transistor biasing, ac-model amplifiers, power amplifiers, field effect transistors. thyristors. opamp and its application. regulated power supplies, introduction to digital design, binary numbers and binary arithmetic. basic logic gates and circuits, boolean algebra and its application and its uses, combinational design, Kmap method, twolevel minimization and PCB design.
PHY203	MODERN PHYSICS	Introduction to early developments in quantum theory. Relativity. Schrodinger equation. Tunneling phenomena. Hydrogen atom, multielectron atoms. Statistical mechanics. Physics of molecules. Introduction to physics of solids. Superconductivity. Nuclear physics.
PHY204	VIBRATIONS AND WAVES	Simple harmonic motion. Superposition of two or multiple numbers of simple harmonic motion. Damped harmonic motion. Forced oscillation. Absorption resonance curve, Q-value. Coupled oscillation and Eigen vectors. Wave equation. Transverse and longitudinal wave motions. Interference and diffraction.
PHY205	MATHEMATICAL PHYSICS I	Vector analysis; gradient, divergence and curl. Vector integration. Gausss theorem. Stokess theorem. Potential theory. Dirac-delta function. Vector analysis in curved coordinates and tensors. Determinant and matrices. Infinite series, convergence tests, power series. Differentiation and integration of power series. Functions of a complex variable.
PHY206	MATHEMATICAL PHYSICS II	Ordinary differential equation; first order and second order equations. Series solution-Frobeniuss method. Introduction to partial differential equations; separation of variables. Special functions; Gamma function, Legendre polynomial and spherical harmonics, Bessel functions, Hermite and Laguerre polynomials. Fourier transforms. Laplace transforms. Calculus of variation; Hamiltons principle, Lagrangian multipliers.
PHY206	INTRODUCTION TO QUANTUM MECHANICS	This course aims to emphasize on the understandings of review of fundamental concept of classical mechanics, wavefunction, postulates of quantum mechanics, operators, eigenfunctions, eigenvalues, expectation values, time independence Schrodinger equation, infinite square well and harmonic oscillator in 1 2 and 3 dimensions, time evolutions, applications in solid state physics and semiconductors.
PHY221	INTRODUCTION TO MATERIALS SCIENCE	This course aims to emphasize on the understandings of introduction to materials, atomic structure, arrangement and movement, controlling the microstructure and mechanical properties of materials. engineering materials, ferrous and nonferrous alloy, ceramic, polymer and composite, physical properties of materials, electrical, magnetic, optical, and thermal properties.
PHY250	BASIC ANATOMY AND PHYSIOLOGY	Study of structure, function, and basic mechanism of cells, tissues and organs in the integumentary system, musculoskeletal system, nervous system, cardiovascular system, respiratory system, gastrointestinal system, urinary system, and reproductive system.
PHY260	COMPUTATIONAL PHYSICS	This course emphasize on the applications of computer and programming skills in the modelling of various physics systems, starting with numerical methods on root findings, numerical differentiation and integrations, using tools for solving initial value problems, boundary value problems, and eigenvalue problems, basic random processes and Monte-Carlo simulations.
PHY290	MODERN PHYSICS LABORATORY	This course aims to emphasize on the understandings of modern and advanced physics in practices and writing full reports. All topics will be related to modern and advanced physics such as the accurate measurements, Faraday effect, fine structure, Zeeman effect, Frank-Hertz experiment, thermionic emission, geiger counting and radiation, e/m, Heisenbergs uncertainly principle, photoelectric effect, electron diffraction, proton spin resonance/electron spin resonance, or other related experiments.
PHY292	ELECTRONICS LABORATORY	Multimeter and oscilloscope. Diode circuits. Transistor and power amplifier. Application of FET. Thyristors application. Opamp applications. Regulated power supplies. Basic logic gates. ExclusiveOR gate and digital comparators.
PHY302	ELECTRICITY AND MAGNETISM	Review of vector analysis. Electrostatics, work and energy in electrostatics. Basic properties of conductors, capacitors. Special techniques for calculation of potentials. Multipole expansion. Electrostatic fields in matter. Polarization. Linear dielectrics. Magnetostatics. Magnetic vector potential, magnetostatic field in matter. Magnetization. Auxiliary field. Linear and nonlinear media. Electrodynamics. Maxwells equations. Energy and momentum in electrodynamics. Electromagnetic wave equation. Microwave.
PHY303	THERMAL AND STATISTICAL PHYSICS	This course aims to emphasize on the understandings of basic concepts and laws of thermodynamics, thermodynamic properties; heat capacities, viscosity, diffusion, enthalpy and entropy, thermodynamic potentials, applications of thermodynamics to simple systems, fundamental assumption of statistical mechanics, various types of statistics; B-E statistics, F-D statistics, and M-B statistics, various types of distribution function, partition function and simple applications of statistical mechanics.
PHY305	VACUUM TECHNOLOGY AND APPLICATIONS	This course aims to emphasize on, flow of gases, production of vacuum, vacuum measuring technique, sealing and leak detection, vacuum cleaning technique, vacuum system design and applications of vacuum technique. Evaporation and sputtering technique.
PHY306	MATHEMATICAL PHYSICS II	This course aims to emphasize on the understandings of ordinary differential equation; first order and second order equations, series solution-Frobeniuss method, introduction to partial differential equations; separation of variables, special functions; Gamma function, Legendre polynomial and spherical harmonics, Bessel functions, Hermite and Laguerre polynomials, Fourier transforms, Laplace transforms, calculus of variation; Hamiltons principle and Lagrangian multipliers.
PHY310	MICROCONTROLLER AND INTERFACE	This course aims to emphasize on the understandings of the introduction of Microcontroller, interrupt and interrupt programming, bus system, synchronous and asynchronous bus, memory unit system, input and output system, instruction set, programming technique for controlling the system, interfacing peripheral devices, internet of things (IoT) system and applications with practicing.
PHY311	ELECTRONICS FOR INDUSTRY	Industrial Automation system. Relay and circuit. Timer and Counter. Sensors. Temperature Control system. Pneumatic System. Hydraulic System. Radio Frequency Identification Technology: RFID. Barcode system. Optical Character Recognition. Biometric Procedure. Smart Card.
PHY312	METROLOGY AND CALIBRATION	This course introduces the principles of instrumentation and measurements, error determination. Topics in this course covered are error analysis, calibration of measuring devices, tolerances, linear measurements, fixed and deviation type gauges, measurements of pressure, temperature, force and power. The course also covers process of industrial specification and standardization, national and international standards.
PHY322	NANO-BIOMATERIALS AND MEDICAL MATERIALS PROCESSING
PHY323	CHARACTERIZATION OF NANOMATERIALS	Introduction to characterization technique of nanomaterials. Scanning electron microscopy (SEM). Transmission electron microscopy (TEM). Scanning tunneling microscopy (STM). Atomic force microscopy (AFM). Magnetic force microscopy (MFM). X-ray photoelectron spectroscopy (XPS). X-ray diffraction (XRD). X-Ray Fluorescence (XRF). Electron Spin Resonance (ESR). Nuclear Magnetic Resonance (NMR). Mossbauer spectroscopy. Raman spectroscopy.
PHY324	THIN FILMS TECHNOLOGY	Review of deposition technology; deposition methods and applications. Deposition from aqueous solution; electroplating, electroless plating, electroforming, and anodizing. Organic polymer coating. Oxide layer coating. Chemical vapor deposition. Plasma assisted chemical vapor deposition. Physical vapor deposition. Vacuum evaporation. Sputtering. Ion implantation. Plasma and detonation gun deposition. Characterization of thin films.
PHY330	INTRODUCTION TO NUCLEAR PHYSICS AND RADIATION	This course aims to emphasize on the understandings of basic of nuclear properties, isotope, radioactivity in nature, radioactive decay, artificial radioactive decay, alpha decay, beta decay, gamma decay, nuclear reaction, fission reaction and nuclear model, interaction of radiation with matter, radiation unit, biological effects of radiation, radiation safety guides, external radiation protection, internal radiation protection, radioactive waste management, Evaluation of protective measurements, radioactive tracer experiments, medical and industrial applications and non-ionization radiation.
PHY340	APPLIED OPTICS AND LASERS	This course aims to emphasize on the understandings of propagation of light, geometrical optics, ray tracing, lens aberrations, optical instruments, fiber optics, interference, diffraction polarization, laser basics and laser applications.
PHY350	MEDICAL INSTRUMENTS AND TOOLS	In this course students will learn and practice on the use of medical instruments and tools for diagnosis and therapy, radiation and electromagnetic detectors, instruments in medical laboratories, instruments for medical science research, and on the maintenance of medical instruments.
PHY351	FORENSIC SCIENCE	This course aims to emphasize on the understandings of scope of criminalistics, biological, chemical and physical evidence, application of physics for criminalistics and crime analysis, thermal physics for fire scene analysis and determination of the post-mortem temperature, fundamentals of fingerprints and latent fingerprint detection, document forgery detection, explosive material, drug and toxic analysis, modern physics relevant to advanced scientific instruments for crime detection.
PHY352	INTRODUCTION TO SEMICONDUCTOR PHYSICS	Properties of semiconductor materials. Energy band structures. Impurities and carrier concentrations. Electrical properties and hall effect. Heterostructures; quantum wells, p-n junction, semiconductor-metal junction, p-i-n junction. Mageto-optical properties. Optoelectronic. IC Technologies. Applications of semiconductor materials.
PHY361	ADVANCED MECHANICS AND DYNAMICAL SYSTEMS	This course aims to emphasize on the understandings of coordinate systems, motion of a particle in 1, 2 and 3 dimensions, motion of a system of particle, moment of inertia of a rigid body about an arbitrary axis, Lagranges equations, Hamiltonian function and Hamiltons equations.
PHY363	STATISTICAL MECHANICS	This course aims to emphasize on the understandings of general principles of statistical mechanics, microcanonical, canonical and grand canonical ensembles, connection with thermodynamics, simulations of physical systems.
PHY364	ADVANCED QUANTUM MECHANICS	This course aims to emphasize on the understandings of review of matrix and linear algebra, Hermitian operators, superposition principle and commutator relations, conservation theorems, angular momenta and spins threedimensional problems, hydrogen and helium atoms, Stark and Zeeman effects.
PHY370	SCIENCE STORYTELLING: PHYSICS	This course focuses on the skills of science storytelling for different audience effectively, trend of worlds and Thai science and technology, the problem of science perception, theory of communication and learning, conceptualizing and ordering thoughts, encouraging participation of the target groups, storytelling technique and science communication in the form of writing, infographic, printed media, clip, public presentation for the learners to develop the skill in communication significantly.
PHY381	CLASSICAL MECHANICS	This course aims to emphasize on the understandings of coordinate systems, motion of a particle in 1, 2 and 3 dimensions, motion of a system of particle, moment of inertia of a rigid body about an arbitrary axis, Lagranges equations, Hamiltonian function and Hamiltons equations.
PHY383	COMPUTATIONAL PHYSICS	This course aims to emphasize on the understandings of variables and mathematical operators, basic programming, simulations of particle motion, array variables and matrix operation, data processing, data analysis and presentation.
PHY390	ADVANCED PHYSICS LABORATORY	This course enables student to practice their laboratory skills at from research groups within the department of physics to develop ideas towards their senior projects.
PHY391	APPLIED OPTICS AND LASER LABORATORY	This course aims to emphasize on the understandings of optics in practices and writing full reports. All topics will be related to optics such as interference by Fresnels biprism, Newtons rings, diffraction of light, measurement of refractive index, Michelson interferometer, TwymannGreen interferometer, fiber optics, laser and applications, or other related experiments.
PHY392	NANO-BIOMATERIALS AND MEDICAL MATERIALS LABORATORY
PHY393	NUCLEAR AND RADIATION PHYSICS LABORATORY FOR MEDICAL DEVICES	This course aims to emphasize on the understandings of Nuclear physics and Radiation physics in practices and writing full reports. All topics will be related to nuclear and optics such as nuclear instrumentations, neutron activation analysis, gamma-spectroscopy, Compton scattering, Geiger counting and radiation absorption and applications, or other related experiments.
PHY393	MEDICAL OPTICS AND NUCLEAR RADIATION LABORATORY	This course aims to emphasize on understanding the concepts of nuclear physics, radiation detectors, and medical optics devices through experimental practices and full report writing on Compton scattering, Geiger counting, radiation absorption, gamma spectroscopy, multichannel analyzer, and techniques for microscopic medical imaging, such as wide-field microscopy, laser scanning microscopy and/or other related experiments.
PHY399	INDUSTRIAL TRAINING	Practical training in industry or governmental organization not less than 6 weeks during summer session.
PHY420	INTRODUCTION TO SEMICONDUCTOR PHYSICS	This course aims to emphasize on the understandings of properties of semiconductor materials, energy band structures, impurities and carrier concentrations, electrical properties and hall effect, heterostructures; quantum wells, p-n junction, semiconductor-metal junction, p-i-n junction, magneto-optical properties, optoelectronic, IC technologies and applications of semiconductor materials.
PHY441	OPTICAL FIBERS AND APPLICATIONS	Light wave technology focusing on optical fibers : structure, waveguide and fabrication. Signal degradation in optical fibers. Optical sources. Power launching and coupling. Photodetectors. Measurements : signal attenuation, signal dispersion. Test equipments. Applications in communication and sensors.
PHY450	NANOBIOSENSORS	This course aims to emphasize on the understandings of definition and concepts of biosensors and nanobiosensors, nanomaterials for biosensors development, enzyme biosensors, DNA biosensors, aptamer and aptamer-based biosensors, microfluidic, and lab-on-a-chip.
PHY451	COMPUTER SIMULATIONS OF BIOMATERIALS	Simulations of Biomaterials play a significant role in computational mathematical modeling and simulation of real life for medical diagnosis and treatment. This course is to the use of computers to simulate and study complex systems using mathematics, physics and computer science. Topics to be studied include medical imaging, image processing, geometric modeling, visualization, computational mechanics, and biomedical applications. The techniques introduced are applied to examples of biomodeling and simulations at the molecular, cellular, tissue, and organ level scales.
PHY483	SPECIAL TOPIC III : BASIC APPLICATION OF ARTIFICIAL INTELLIGENCE IN DATA ANALYSIS	Application of programs for artificial intelligence for imaging analysis and data analysis, machine learning such as supervised and unsupervised machine learning, deep learning, and other techniques in artificial intelligence, using artificial intelligence for medical applications and diagnostic imaging
PHY483	SPECIAL TOPIC III : INTRODUCTION TO BIOLOGICAL ENGINEERING	Learn and underlying an overview of the multi-disciplinary field of biological engineering and application of engineering principles to the analysis of biological systems. Applications in biological engineering field will also be presented. In-depth studies in biological engineering. Advanced research and development topics in various fields in biological engineering, such as biological data processing, biomedical devices, biomaterials, biomolecular engineering, cell engineering, tissue engineering, regenerative medicine, etc.
PHY483	SPECIAL TOPIC III : ADVANCED MATHEMATICAL METHODS FOR PHYSICISTS	Cartesian tensor, complex analysis, and applications in physics such as mechanics, fluids, electromagnetics, quantum mechanics, and mathematical methods in other topics in theoretical physics.
PHY483	SPECIAL TOPIC: INTEGRATED CIRCUIT PACKAGING AND PRINTED CIRCUIT BOARD ASSEMBLY PROCESS	Fundamental of Integrated circuit package; leadless and leaded package, ; integrated circuit packaging assembly process: front of line, wafer mount, wafer back grinding, die dicing, die attach, epoxy cure, plasma cleaning, wire bonding, Integrated circuit packaging assembly for end of line process; end of line for leadless package, molding, detape, post mold cure, buffing or water jet, marking, plating, singulation, pick and place, final visual inspection, packing; end of line for leaded package, dejunk, trim and form, analytical tools and techniques for failure analysis of microelectronics devices and integrated circuit package, assembly process by SMT technology; tools and equipments in the SMT process; quality management; non-destructive testing process; waste analysis and yield improvement.
PHY484	QUANTUM MECHANICS	This course aims to emphasize on the understandings of review of matrix and linear algebra, Hermitian operators, superposition principle and commutator relations, conservation theorems, angular momenta and spins threedimensional problems, hydrogen and helium atoms, Stark and Zeeman effects.
PHY485	FORENSIC PHYSICS	This course aims to emphasize on the understandings of scope of criminalistics, biological, chemical and physical evidence, application of physics for criminalistics and crime analysis, thermal physics for fire scene analysis and determination of the post-mortem temperature, fundamentals of fingerprints and latent fingerprint detection, document forgery detection, explosive material, drug and toxic analysis, modern physics relevant to advanced scientific instruments for crime detection.
PHY486	SCIENCE STORYTELLING	This course focuses on the skills of science storytelling for different audience effectively, trend of worlds and Thai science and technology, the problem of science perception, theory of communication and learning, conceptualizing and ordering thoughts, encouraging participation of the target groups, story telling technique and science communication in the form of writing, inforgraphic, printed media, clip, public presentation for the learners to develop the skill in communication significantly.
PHY487	STATISTICAL MECHANICS	This course aims to emphasize on the understandings of general principles of statistical mechanics, microcanonical, canonical and grand canonical ensembles, connection with thermodynamics, simulations of physical systems.
PHY495	INDUSTRIAL COOPERATIVE LEARNING	Students have to be trained at least 4 months in industry to gain experiences in real working system as well as technical problems. During this training period, each student has to help industry solve at least one technical problem under a supervision of advising committee. The advising committee, faculty staff and industrial supervisor,
PHY495	WORK-INTEGRATED LEARNING; WIL	In the course, students have to be trained at least 12 weeks in the public or private organizations to gain experiences from real working system and technical problems in place of internship. During this training period, each student has to solve technical problem in the work place at least one project under a supervision of committee, faculty staff and industrial supervisor. The committee will have a formal meeting with students at least once a month to follow up the progress of his/her work.The students have to write their reports, concerning their work-integrated learning experience, and to give presentations to advisory committee from time to time.
PHY500	CLASSICAL MECHANICS	Review of Newtonian mechanics. Motion of particles and rigid bodies system. Lagrangian mechanics, Hamiltonian mechanics with application to system of particles. Canonical transformations. Hamilton-Jacobi theory. Small oscillation. Relativistic mechanics.
PHY501	ELECTROMAGNETIC THEORY	Maxwells equations. Scalar and vector potentials. Plane waves. Reflection and refraction of plane waves. Fields in bounded regions. Radiation. Theory of special relativity. Plasma and its applications.
PHY502	QUANTUM MECHANICS	Schrdingers equation for problems in three dimensions. Spin and magnetic moment. The total angular momentum. Applications of quantum mechanics to study atomic physics, molecular physics, solid-state physics, and nuclear physics. Perturbation theory.
PHY503	MATHEMATICAL PHYSICS	Vector analysis and matrices. Functions of a complex variable. Ordinary and partial differential equation. Special functions. Fourier series and Fourier transform. Laplace transform. Calculus of variations. Applications for physics problems.
PHY505	MATHEMATICAL PHYSICS FOR TEACHERS	Basic calculus, differentiation and integration, techniques of integration, integration by part, applications of calculus and physics, first order differential equation, linear homogeneous differential equation, second order differential equation, partial differentiation, gradient, divergence, curl of vector fields, Divergence theorem and Stoke theorem, complex numbers, matrices and vectors, eigenvalues and eigenvectors
PHY506	CLASSICAL MECHANICS FOR TEACHERS	Kinematics of particles in 1, 2 and 3 dimensions, relative motion, Newtons laws of motion and their applications, the relationship between force and momentum, work and energy, law of conservation of energy, oscillatory motion, damped and force oscillation, applications of Newtons laws to system of many particles, rotational motion, motion in polar coordinates, fluid mechanics, and common misconceptions in classical mechanics
PHY507	ELECTROMAGNETISM FOR TEACHERS	Electrostatics, Coulombs law, electric field, Gauss law and Divergence theorem, electric potential and electrostatic potential energy, the relationship between electric field and electric potential, electrostatic energy density, techniques for calculating electric potential and electric field, electric field and electric potential of electric dipole, method of images, plasma oscillation, capacitors, dielectric materials and polarization, basic electrical circuits and electronics, Kirchoffs laws, magnetostatics, Lorentz force, definition of magnetic field, Biot-Savart law,
PHY508	THERMAL PHYSICS FOR TEACHERS	Concepts of temperature and heat, thermal properties of materials, change of phases, kinetic theory of gases, equipartition of energy, internal energy, equation of state of gases, work done by ideal gases, laws of thermodynamics, heat engines and heat pumps, applications of thermodynamics, probability and probability distribution, introduction to statistical physics, microscopic meaning of entropy, Maxwell-Boltzmann distribution,exemplary of research articles for student misconceptions in various topics in physics.
PHY509	MODERN PHYSICS FOR TEACHERS	The principles of relativity, time dilation, length contraction, the Lorentz transformations, addition of velocities, relativistic work and energy, relativistic momentum, thermal radiation and Planks postulate, photoelectric effect, Comptons effect, Bohrs atomic model, particle-wave duality of electromagnetic radiation, particle-wave duality of matter, Heisenberg uncertainty principle, Schrodingers wave equation, bound state problems, infinite square well, reflection and transmission of a beam of particles by step barriers and scanning tunnelling electron microscope, exemplary of research articles for student misconceptions in various topics in physics.
PHY516	COMPUTER INTERFACE TECHNIQUES IN EXPERIMENTAL PHYSICS	Computer interface of serial parallel and USB ports. Computer programming for computer interface using Basic, Pascal and C. Computer interface using commercial softwares such as MatLab, Labview, exemplary of research articles for student misconceptions in various topics in physics.
PHY540	PHYSICAL OPTICS	Wave properties of light. Wave equations. Phase and group velocity. Physical optics; dispersion; Fraunhofer and Fresnel diffractions. Huygens-Fresnel principle. Interference of two beams and multiple beams of light. Fourier transform spectroscopy. Polarization of light and electromagnetic waves. Coherent light. Optical spectroscopy. Quantum optics.
PHY541	LASER PHYSICS	Light and laser. Emission and absorption of light. Interactions of light with matters.Principle of laser; absorption, spontaneous emission, stimulated emission. Optical resonator. Laser cavity. Modes of laser. Some laser structure and operations; solid-state laser, semiconductor laser, gas laser. Applications of laser in medicine and communications.
PHY545	WAVES AND OPTICS FOR TEACHER	Definition and types of waves, travelling waves, wave equations, DAlembert solution of wave equation, sinusoidal waveform, phasor diagram, energy and momentum transfer in travelling wave, reflection and transmission at the boundary, superposition theorem, standing waves, dispersive waves, sound waves, sound intensity, beats, the Doppler effect, shock waves, geometrical optics, ray tracing method, reflection and refraction of light, mirrors and lens, wave theory of light, interference of two beams and multiple beams of light, thin-film interference, Fraunhofer and Fresnel diffraction, single slit diffraction, diffraction grating, polarization of light, exemplary of research articles for student misconceptions in various topics in physics.
PHY552	PHYSICS OF SEMICONDUCTOR	Properties of semiconductor materials. Brillouin zone. Energy band structures. Impurities and carrier concentrations. Kramers-Kronigs relations; optical absorption, reflection, luminescence, photoconductivity. Electrical properties and Hall effect. Magneto-optical properties. Heterostructures; quantum wells, p-n junction, semiconductor-metal junction, p-i-n junction. Applications of semiconductor materials. Superconductivity.
PHY575	CONCEPTUAL LEARNING IN FUNDAMENTAL PHYSICS	The experimental design with emphasis on physical concepts and science of measurement. Students have to design and perform physics experiments in order to answer specific problems, and present what they learn through class presentation and discussion. Experiments are emphasized on classical mechanics, electromagnetism, optics, acoustics and modern physics.
PHY576	RESEARCH FOR LEARNING DEVELOPMENT IN PHYSICS EDUCATION	Concepts and theories involving research for learning development in science. Analysis in research involving scientific projects and Physics Education. Design and issue identification. Research processes. exemplary of research articles for qualitative, quantitative, and mixed-method research in physics education; new trends of physics education research. Analysis in quantitative and qualitative data. Conclusion and discussions. Exchange of ideas and knowledge from research. Writing research proposals and papers. New trends of physics education research.
PHY577	INNOVATION IN LEARNING AND TEACHING IN PHYSICS EDUCATION	Conceptual education. Teaching techniques and methods in Physics Education. Classroom research. Planning and material preparations. Producing teaching aids. Design and perform specific physics experiment including classroom presentation and discussion.
PHY580	SPECAIL TOPIC : EXPERIMENTAL PHYSICS	Advanced uncertainty analysis, statistical methods, data collection and signal processing, the acquisition of knowledge through experiments in various branches of physics including mechanics, fluid dynamics, electromagnetism, optics, atomic, and nuclear physics.
PHY586	SPECIAL TOPICS I : ADVANCED CHARACTERIZATION OF NANOMATERIALS	Advanced characterization techniques of nanomaterials. High resolution scanning electron microscopy (SEM). High resolution transmission electron microscopy (TEM). Scanning tunneling microscopy (STM). Atomic force microscopy (AFM). Magnetic force microscopy (MFM). X-ray photoelectron spectroscopy (XPS). X-ray diffraction (XRD). Electron spin resonance spectroscopy (ESR). Mossbauer spectroscopy. Raman spectroscopy. Nuclear magnetic resonance (NMR)
PHY600	MATERIALS SCIENCE	Solid solution and phase equilibrium. Phase transformation and heat treatment. Metal and non-metal. Semiconductors. Ferrous and nonferrous alloy. Ceramic materials. Polymer materials. Composite materials. Structure and physical properties of various materials.
PHY603	ADVANCED CHARACTERIZATION OF NANOMATERIALS	Advanced characterization techniques of nanomaterials. High resolution scanning electron microscopy (SEM). High resolution transmission electron microscopy (TEM). Scanning tunneling microscopy (STM). Atomic force microscopy (AFM). Magnetic force microscopy (MFM). X-ray photoelectron spectroscopy (XPS). X-ray diffraction (XRD). Electron spin resonance spectroscopy (ESR). Mossbauer spectroscopy. Raman spectroscopy. Nuclear magnetic resonance (NMR)
PHY622	MAGNETIC MATERIALS AND APPLICATIONS	Introduction to magnetism. Magnetization and magnetic materials. Atomic origins of magnetism. Types of magnets. Magnetic effects. Magnetic domains. Thin films of magnetic materials. Permanent magnetic materials. Soft magnetic materials. Preparation of magnetic materials. Magnetic data storage. Magnetic recording. Magneto-optic recording. Hard disk drive technologies. Magnetic applications.
PHY675	DATA ANALYSIS IN PHYSICS EDUCATION	Principles and concepts of statistical analysis for physics education research; classical test theory for item analysis (difficulty index, discrimination); the analysis of validity and reliability; item response theory (IRT); t-test, z-test, Pearson-r correlation, normalized gain, model analysis; analysis and interpretation of quantitative and qualitative data including observed, interviewed, surveyed and test data; exemplary of research articles for data presentation in physics education research.
PHY677	CONCEPTUAL LEARNING IN ADVANCED PHYSICS	Students have to design and perform physics experiments in order to answer specific problems and present what they learn through class presentation and discussion. The experiments are emphasized on nuclear physics, solid state physics as well as materials structure and characterization.
PJM641	PROJECT STAKEHOLDER AND COMMUNICATION MANAGEMENT	This course introduces necessary knowledge and skills for project stakeholder management, effective communications, and prioritizing stakeholders needs and expectations. Different leadership styles, teamwork, motivation, negotiation, and conflict management are described. Techniques and tools for stakeholder engagement management are to be covered, including project communication management tools and techniques such as effective stakeholder communication planning, communication mechanisms such as kick-off and progress meetings, communications, and reporting during project closure. In addition, this course also discusses project documentation management such as risk register and issue logs.
PJM651	PROJECT MANAGEMENT FUNDAMENTALS	The course begins with the description of project, the significance of project management in the organization, structure, roles and responsibilities of project stakeholders, and code of ethics and professional conducts for project management. It introduces project management international standards and addresses relevant body of knowledge, and critically successful factors for managing projects from initiating to closing. Project planning tools and techniques such as Work Breakdown Structure (WBS), Critical Path Method (CPM), and Project Budgeting are described. Teamwork and change management during project execution are also addressed.
PJM652	ADVANCED PROJECT MANAGEMENT	This course introduces knowledge and techniques necessary for advanced project management. It addresses widely recognized project management standards. An emphasis is placed on the integration among knowledge, processes, tools and techniques, the development of project management plan, execution, monitoring and control of project. Project closing and handover techniques are also discussed. The course also describes how to manage issues, risks, and changes occurred in the project. Including procurement management process for project works.
PJM653	PROGRAM MANAGEMENT AND PROJECT PORTFOLIO MANAGEMENT	This course provides the guideline and techniques for Program management or multiple/related projects in a coordinated way, in order to achieve benefits that could not occur if the projects were handled separately. This course also establishes a fundamental definition and basis Portfolio Management which are necessary to create interdependencies between the project portfolio management and other organizational strategic plan. This course will introduce roles and responsibilities of a portfolio manager, project prioritization using an Analytical Hierarchy Process (AHP), and various types of Project Management Office (PMO). The in-depth knowledge of PMO is provided in terms of value proposition, characteristics, structure, responsibilities, functions, implementation approach, and key successful factors. Applications of computer software for managing projects or programs in the multi-project environment will be used and introduced to students.
PJM654	AGILE AND SPECIFIC APPLICATION OF PROJECT MANAGEMENT	This course provides basic understanding of an alternative project management paradigm, called agile project management, in which differences among predictive, iterative, and adaptive project life cycle are discussed. The course introduces manifesto, principles, methodologies, and benefits of the agile concepts. It also addresses roles and responsibilities of agile team and customer engagement. Techniques for creating and prioritizing product backlog as well as those used for measuring and communicating project progress are presented. The course also describes how to manage project in specific area of application such as IT projects, government projects and R&D/NPD projects.
PMT665	POLYMERIC MATERIALS FOR SPECIFIC APPLICATIONS	This subject describes fundamental concepts, recent research work, and progress in developments for learning an in-depth knowledge about selected polymer materials currently used in specific applications. Such as plastic and rubber for sanitary, bio-polymer product, wood polymer composites. The manufacturing rubber processing for oil rsistance for seals, natural rubber roofs product, rubber materials for automotive and transport and X-ray & gamma radiation shielding materials, Plastic composites materials for architect and structural. The last section, development of polymer materials & additive toughened agent in plastic materials for oil container gallon and improvement of impact strength properties of uPVC window or door frame applications.
PPT101	BASIC PACKAGING AND PRINTING TECHNOLOGY	History. Evolution, and basic principles of each printing system. Letterpress. Offset. Gravure. Screen. Flexography. Non-impact printing. Pre-press. Press. Post-press. Types of packages. Packaging materials. Packaging production process. Printing and converting. Packing processes. Effects of packaging on environment. Packaging laws and regulations.
PPT102	DRAWING AND PHOTOGRAPHY FOR PACKAGING DESIGN	Photography for packaging and printing industry. Drawing for packaging production. Computer program for 2D and 3D drawing. Computer-aided for Prototype Packaging and Mock-up.
PPT103	BASIC SCIENCE FOR PACKAGING AND PRINTING	Types and chemical structure of solvents used in packaging and printing. Types and chemical structure of polymers in packaging and printing materials. Chemical polarity on intramolecular bonding property of solvents and polymers. Bacteria, Bacteria in Food
PPT111	LAY-OUT DESIGN	Design of print media and packaging graphic. Understanding of design components. Graphic design knowledge. Graphic design technique. Computer program for graphic design.
PPT121	PAPER AND WOOD FOR PRINTING AND PACKAGING	Pulping and papermaking process. Printing paper. Paper properties of each printing processes. Packaging paper. Paper packaging and its properties. Paper packaging. Paper bag. Folding carton. Corrugated containers. Wood packaging and applications
PPT131	PRE-PRESS PROCESS	Preflight. Raster image processing. Imposition for Printed media and Packaging. Plate reproduction. Output device. Network system for digital pre-press. Digital proof. Equipment and devices for prepress system.
PPT212	PACKAGING DESIGN	Design of packaging to suit the need of consumer and production technology. Factor influencing design. Designing using design process. Design presentation technique. Prototyping. Use of computer to create and present design of a package.
PPT221	GLASS AND METAL FOR PRINTING AND PACKAGING	Raw materials for glass making. Glass manufacturing. Physical and mechanical properties of glass. Glass testing. Raw material for metal and metal packaging procution. Metal can converting. Physical and mechanical of metal packaging and metal packaging testing.
PPT221	PRINTING INKS AND MANUFACTURING	Classes of printing inks: oil based, solvent based, water based printing inks. Composition of printing ink: solvent colorant binder and additives. Printing ink making process and property testing: rheology, particle size, color, and fastness.
PPT222	PLASTIC FOR PRINTING AND PACKAGING	Basic knowledge on polymer. Polymer physical, mechanical, chemical, optical, and printing properties. Commonly used plastics in printing and packaging and their characteristics, Plastic packaging format, Production and conversion of printed plastic product and plastic packaging.
PPT223	PAPER AND WOOD FOR PACKAGING AND PRINTING	Pulping and papermaking process. Printing paper. Paper properties of each printing process. Packaging paper. Paper packaging and its properties. Paper packaging. Paper bag. Folding carton. Corrugated containers. Wood packaging and applications.
PPT232	COLOR MANAGEMENT SYSTEM FOR PACKAGING AND PRINTING	Principle and application in color management. Color theory and quality measurement using several equipment. Color profile of color output devices. Color management system. Troubleshooting for color reproduction. Color quality control. Standard of color printing. Trend of color management technology. Standards of printing-inks and substrates. Measurement and analysis using standard instruments. Creating standard system for printing factory.
PPT233	POST-PRESS PROCESS	Principles, technique and machines for post-press process for packaging and printed products. Finishing, decoration, property improvement, packaging converting, special technique in value added of printing matters. Post-press quality control checking. Troubleshooting and work practice in post-press process.
PPT241	OFFSET PRINTING	Principles and printing process of offset system. Offset printing machine. Management of materials and equipment. Setting of offset press such as impression systems, dampening systems and inking systems. Under Packing plate and blanket cylinders. Color sequence in printing. Hands-on practice for 1- color and 4-color offset press. Troubleshooting of offset printing.
PPT242	DIGITAL PRINTING	Principle of digital printing and mechanism of a digital printer. Electrophotography printing. Inkjet printing. Thermal transfer printing. Quality testing for digital print. Innovative technology of digital printing.
PPT251	DRAWING TECHNIQUE FOR PACKAGE	Drawing for packaging production. Computer program for 2D and 3D drawing. Computer-aided manufacturing using CNC.
PPT291	EXPLORATION OF PACKAGING AND PRINTING INDUSTRY	Learning in Packaging and Printing Industry. Studying all printing processes by practicing in actual situation in Packaging and Printing industry under instruction or supervision of academic staff and personnel from printing, package or related industries.
PPT324	PLASTIC FOR PACKAGING	Basic knowledge on plastics. Plastic properties such as printing, physical, mechanical, chemical, and optical. Commonly used plastics in packagingand printing material, plastic packaging application. Production and conversion of plastic packaging and printed plastic products.
PPT343	FLEXOGRAPHIC PRINTING	Principle and Components of flexographic printing. Material and process for flexography printing plates making. Printing inks and substrates of flexography. Configuration and types of flexography presses. Troubleshoots of flexographic printing. printing design and applications.
PPT344	GRAVURE PRINTING FOR PACKAGING	Principle and Gravure printing process for flexible packaging and label. Gravure printing press for flexible packaging. Gravure cylinder making. Gravure printing ink for flexible packaging. Technology in Gravure printing for flexible packaging and packaging label.
PPT345	SCREEN PRINTING	Preparing file for halftone screen. Preparing file for CMYK color. Preparing file for spot color. Screen plates making. Screen printing ink and its properties. Materials and equipment. Screen printing machines. Screen printing techniques. Screen process color. Screen printing on different material. Quality control. Problems and troubleshooting in screen printing.
PPT351	PACKAGING DYNAMICS AND DISTRIBUTION	Principles of Packaging dynamics and Packaging distribution in hazardous situation during product distribution. Estimation of compression force and the damage occurred by vibration, temperature and altitude to packaging. Designing of cushion for packaging to withstand the required compression force. Arrangement of shipping container and unit load. Selecting the suitable modes of transportation on performance testing and packaging for hazardous materials.
PPT352	BASIC ENGINEERING AND MACHINERY FOR PACKAGING AND PRINTING	Basic of printing and packaging machinery. Printing and packaging machine maintenance. Size, type, structure, function and unit of printing presses and machines. Safety operation for printing machinery. Hydraulic systems devices. Pneumatic systems devices: valves, shaft, cam shaft, bearings, gears, motors, servo motor, container support, industrial robots.
PPT353	FOOD PACKAGING	Changes in fresh and processed food. Food quality assessment. Commonly used food packaging practice. Mass transfer in food packaging system. Shelf life dating and Estimation. Food packaging innovation. Good Manufacturing Practice.
PPT354	PACKAGING AND PRINTING PRODUCTION MANAGEMENT	Production management for packaging and printing. Production system, production layout, forecasting with production planning and production control. Principles of packaging production process on machinery for solid and liquid products. Principles of packaging production process on machinery for gas mixing products. Mechanism of related packaging machine to the filling line and packaging line efficiency.
PPT355	SUSTAINABLE PACKAGING	Sustainability concept. The basic of packaging life cycle assessment. Compostable polymer. Waste management. Cradle to cradle design for packaging. Application of sustainability concept in packaging design.
PPT361	PACKAGING AND PRINTING QUALITY CONTROL	Principles and processes of quality control for printing and packaging industry. Quality assurance system for industry. Essential of specification in packaging container, sampling, and testing. Tools and equipment for printing and packaging quality control.
PPT362	COST AND ESTIMATION	Definition and principles of cost estimation. Standard cost of packaging and printing products Cost calculation such as on-demand printing, raw material, labor and production cost. Depreciation charge printing machinery. Estimating material and machinery planning and imposition for packaging and printing products.
PPT372	STATISTICS AND RESEARCH IN PACKAGING AND PRINTING TECHNOLOGY	Principle of the research methodology. Types and research in packaging and printing. Determination of research problem, research aim, and hypothesis of a research. Research tool and technique of data collection. Statistics for research analysis in packaging and printing technology.
PPT447	SECURITY PRINTING	Meaning and History of security printing. Characteristics of security printing. Printed Design pattern for security printing. Printing and Post-press process in security printing. Substrate and Ink in security printing. Hologram film. Future technology of security printing.
PPT456	PACKAGING DEVELOPMENT PROCESS	Packaging development process. Marketing. Packaging cost estimation. Project planning and management. Decision tool. Integration of knowledge to develop package.
PPT463	ENVIRONMENTAL MANAGEMENT AND REGULATIONS FOR PACKAGING AND PRINTING	Domestic and international laws and regulations related to packaging and printing. Life cycle of packaging and printing products and environmental impact. Application of cleaner technology. Storing and handling of packaging and printing material for safety and pollution prevention. Packaging and printing waste disposal and management in proper methods. Environmental management system and environmental laws and regulations related to packaging and printing.
PPT492	CO-OPERATIVE EDUCATION PRACTICE	Supervised professional experience in printing and/or packaging through working in corporation or businesses as a full-time employee for at least 85 days or 680 hours.Application knowledge in an actual working situation. Students will be in under supervision of the academic advisor and the staff from the corporation.
PPT604	ADVANCED PRINTING TECHNOLOGY	Developement of advanced technology for the commercial printing system. Technology trend for offset, flexography, gravure, screen, and digital printing processes. Description of modern printing machines, optional devices and printing techniques. Automatic and computer control systems. Guideline for printing technology development to reduce the cost and time while enhance quality and productivity.
PPT605	ADVANCED PACKAGING TECHNOLOGY	Packaging trends. Advanced technology for production and printing of packages. Testing of material and package properties. Mass transfer in packaging system and its impact. Active packaging. Intelligent packaging. Innovation in packaging material and packaging systems. Regulations in packaging.
PPT611	PRODUCTION MANAGEMENT	Applications and benefits of Workflow Production Management, Application of Internet of Things (IoT) technology, computer workflow integrated manufacturing concepts, computerized numerical control programming, flexible manufacturing systems, computer-process interfacing, Management of working plans through cloud system. condition monitoring of processes and tools, computer-aided quality control, assembly systems, assembly line balancing, design for manufacture, human interface in manufacturing systems, organization management and productivity administration.
PPT614	AUTOMATION IN PACKAGING AND PRINTING INDUSTRIES	Design and Analysis of Automated in packaging and printing production process, Operation throught Internet of Things (IoT) system, Assembly Systems, Automated Materials Handling and Storage on Cloud storage systems, Economic analysis, Provision, planning and installation, Maintenance system, factory simulation, Current and future Trend in Automation system.
PPT621	STANDARD TESTING FOR PACKAGING AND PRINTING APPLICATION	Standards of material, container and package inspection effecting the packaging quality. Factors influencing the packaging quality and testing. Comparing and analyzing the result properly.
PPT631	PACKAGING AND PRINTING INNOVATION DEVELOPMENT	Inquiry of design research. Design theory and other related theories. Data collection and analysis for solving problem. Solving problem with design process and print media & packaging manufacturing technology.
PPT632	UNIVERSAL DESIGN	Principle of design for people are the concept of the design for the environment, creative of places and objects that affect for people in different constraints. Data collection and analysis of ergonomics factor that influence design.
PPT643	POLYMER AND NANOTECHNOLOGY	Polymer structure and properties Synthesis of polymers and nanomaterials, instruments and characterization of materials. Polymer modification and nanomaterials using radiation sources Grafting, disintegration and cross-linked copolymer formation by radiation induction. Application of nano-polymer materials in printing and packaging.
PPT651	BUSINESS MANAGEMENT FOR ENTREPRENEURS	Characteristics of entrepreneurs, Types of packaging and printing business, business management, organization, production, human resource, marketing, financial. Concepts and attitude about entrepreneurship, Consumer behavior, Market Research, Packaging and printing business innovation.
PPT653	VALUE ADDING FOR PACKAGING AND PRINTING APPLICATION	Study, research and practice the creative development process. Process and methods for increasing the value of packaging or products. Depand on materials, production, marketing in order to innovation Production. Analysis cost estimation
PPT654	DIGITAL MARKETING FOR PRINTING AND PACKAGING BUSINESS	Digital Media Landscape. Digital Analytics Concepts. Digital Media Types Picking the Tools of the Trade; Social Media Listening, Search Analytics, Audience Analysis, Content Analysis, and Engagement Analysis. Making Reports Easy to Understand and Communicate. Data management on cloud computing, Digital Influence. Developing Social Media Listening Program. How to Use Listening to Inform Marketing Program and Using Online Data to Anticipate a Crisis. Formulating a research plan and launching a New Product. Return on Investment (ROI) Improving Customer Service.
PPT663	PACKAGING AND PRINT DEVELOPMENT BY CIRCULAR ECONOMY	Concept of development of packaging and printing based on circular economy. System Thinking principles designs for Recycle Reuse Reduce Refurbishing Repair. Maintaining and increasing the efficiency of Natural Capital, Circular economy design and Negative Externalities Remanufacturing Designing to avoid negative impacts.
PPT693	INDEPENDENT STUDY	The printing or packaging study based on a students knowledge and interest under the supervision of an advisor.
PRE103	PRODUCTION TECHNOLOGY	Fitting & Machine tools: Use and care of lay-out tools. Measuring tools. Hand tools. Power driven tools. Tap and die threading. Center lathe construction and its uses. Drilling Machine. Milling machine. Shaping machine. Cutting speed and feed rate. Machine tools operations. Sheet metal & Welding: Hand tools and machine tools for thin gauge work. Sheet metal materials and supplies. Classification of geometrical forms. Seams, seaming and joints. Basic principles of oxy-acetylene and metallic arc welding. Oxy-acetylene cutting. Plasma Cutting. Brazing and soldering of sheet steel. Selection of electrode and filler rods. MIG & TIG welding. Edge preparation. Inspection of welds.
PRE110	FITTING AND MACHINE TOOLS	Fitting:Use and care of lay-out tools. Simple measuring tools. Hand tools. Simple fitting exercises. Tap and die threading. Properties and uses of common metals. Simple power driven tools. Machine tools : Center lathe construction and its uses. Sensitive drilling machine. Cutting speed and feed rate in turning and drilling. Simple lathe work: turning, facing, drilling and threading.
PRE113	COMPUTER PROGRAMMING FOR ENGINEERS	Introduction to the components of a computer system and program development.Flowcharts, data and structure variables. Mathematical and logical operations. Input/output.User interfacing. Structured programming. Decisions and repetitive loop structures. Subprograms with functions and procedures. Structure type declarations. Arrays, records, file processing. Design, development and testing of programs to solve case problems related to that given in the lectures while emphasizing the self-learning approach from external contents, to be applied to class projects.
PRE115	PRODUCTION DRAWING	Introduction to engineering drawing. Instruments and their use. Line and Letter. Construction geometry. Orthographic projection. Orthographic drawing. Dimensions and notes. Isometric and oblique drawing. Freehand sketching. Auxiliary view. Section view. Dimensioning. Threaded fasteners. Keys. Revit and Welding. Gear. Splines. Spring. Bearing. Cams. Standard and symbol of drawing. Fits and tolerance. Surface texture. Geometric Dimensioning and tolerancing. Development Method. Working drawing: assembly and details drawing. Computer aided design and drafting: 2D drawing and 3D model. Applied Rapid Prototyping. Interpret and analysis of working drawing.
PRE133	ENGINEERING MATERIALS	Atomic and crystalline solid structure. Crystalline defect and imperfections in solids. Diffusion mechanism. Mechanical properties. Strengthening mechanisms Phase diagrams: unary, binary and ternary. Iron-Iron carbide equilibrium diagram. Types and effects of alloying element in steel. Heat-treatment of steels. Plain carbon steels and alloy steels. Tool steels. Stainless steels. High temperature steel. Cast irons and Alloys cast irons. Non-ferrous metal. Types and effects of alloying element in non-ferrous metal. Microstructure. Properties and applications of non-ferrous metals such as aluminium, copper, and magnesium. Precipitation hardening. Corrosion in metals and its preventions. Structure transformation and Properties Change with temperature of Non-metallic materials. Ceramics. Polymers and composites.
PRE141	MANUFACTURING PROCESS	Safety in workshop. Theory and knowledge in manufacturing processes. Workpiece forming by using various machine tools. Welding and metal sheet forming. Metal casing processes. Other special manufacturing processes. Material selection for manufacturing processes. Manufacturing cost. Practices on various tools. Machine tools and their processes. Gas and Electrical arc welding. Metal sheet forming. Metal sheet drawing and assembly.
PRE142	METALLURGY LABORATORY	Principles of metallurgy sample preparation and microstructure analysis of steel, cast iron and non-ferrous metals. Heat Treatment of Metals.
PRE221	WELDING TECHNOLOGY AND SHEET METAL FORMING	Arc welding parameters and effects. Thermal cutting parameters and effects. Welding inspection by basic non- destructive testing Hazard assessment of welding working activity. Basic using of welding robot. MMAW, GMAW, FCAW, GTAW parameters setting as specify in WPS. Plasma-arc and oxy-fuel flame cutting parameters setting. Fit-up, adjust, and inspection the welding joints as specify in welding symbols. Sheet metals and sections cutting plan.Production planning and cost estimation.
PRE231	TECHNOLOGIES AND METALLURGY OF CASTING	Die casting. Centrifugal casting. Investment casting. Cupola and its operation. Gray,nodular, malleable and vermicular cast iron practices. Alloying elements effect in casting of cast iron and steel. Casting defects and remedies. Cupola and induction furnace melting practices.
PRE232	THERMODYNAMICS	The first law of thermodynamics. The second law of thermodynamics and Carnot cycle. Entropy and free energy function. Basic heat transfer and energy conversion, some relationsbetween thermodynamic quantities. Thermodynamics of phase transformations and chemical reactions. Partial molar and excess quantities. Thermodynamic properties of alloy systems. Equilibrium between phase of variable composition. Free energy of binary systems. Thermodynamics of defect interfaces and surfaces, application of thermodynamics in material processing, Application of thermodynamics in casting process. Application of thermodynamics in welding process.
PRE233	MECHANICAL ENGINEERING LABORATORY	Experimental work in the areas of mechanical testing of material. Mechanics of machinery. Thermodynamic. Heat transfer. Refrigerator. Compressor. Fluid mechanics.
PRE242	METALLURGY	Solidification of metals, Phase Transformation of Metals, IT/TTT Diagram, CT-Diagram, Strengthening Mechanisms, Behavior of Materials at Low and High Temperature including Hot and Cold Work, Surface Treatment of Metals, Failure Mechanisms of Metals, Wear of Metals Metallurgical Analytical Tools and Material selection.
PRE260	FOUNDRY, WELDING AND SHEET METAL PRACTICES	Foundry: safety in foundry shop. Tool and equipment. Greens and molding pattern making. Aluminum and bronze melting and pouring. Welding and Sheet metal: safety in sheet metal and welding shop. Hand tool and machine tool for sheet metal work. Classification of geometrical forms. Seaming and joints. Oxy-acetylene welding and cutting. Arc welding of metal. Brazing and soldering of sheet steel. Inspection of welds.
PRE261	MANUFACTURING PROCESSES	Basic hand tools. Measuring devices. Basic machine tools. Turning. Milling. Drilling. Threading. Grinding. Machining process parameters. Machining time and costs. Cutting tool materials. Cutting tool geometry. Coolant and lubricant used in machining processes. Gear and gear cutting. Hazard, personal protective equipment of welding and sheet metal works Overview of welding in industrial. Simple heat sources (combustion flame, electrical arc) Principle of general welding processes MMAW, GMAW, FCAW, GTAW, SAW, RSW, and Brazing.Other metal joining methods Principle of plasma arc cutting, oxy-fuel flame cutting Fabrication materials (sheet, plate, pipe, and sections) Principle and machine of cutting, folding, rolling on pipe, rod, and wire Metal forming process of Drawing, Deep drawing, Coining, Embossing,and Mold forming 1(20) Modern metal forming process of Incremental forming, Hydroforming,CNC for metalworks. Introduction to casting processes. Mold and core materials. Sand physical properties of sand and types of sand binder. Material handling system in foundry. Liquid metal of casting. Fluid mechanics. Liquid flow behavior. Gating and risering system. Exothermic powder and sleeves. Chill. Workshop practice in CO2 mold and core making, shell mold and core making, green sand mold making, Aluminum alloys casting and alloying elements effect in foundry. Copper alloys casting and alloying elements effect in foundry.
PRE265	PRODUCTION ENGINEERING WORKSHOP	Safety in workshop. Practicing in principles of measurement and metrology. Utilizing of layout tools and basic hand tools. Shaping. Turing. Milling. Drilling. Thread cutting. Taping and die threading. Thread measurement. Safety in welding workshop, using of personal protective equipment for welding and fabrication works. Practice on basic welding MMAW, GMAW, FCAW,GTAW. Practice on Plasma-arc and Oxy-fuel flame cutting. Practice on CNC cutting machine. Practice on sheet metal pattern development. Practice on cutting, folding, and rolling. Practice on others joining methods such as riveting, seam, soldering, RSW, STW. Consumables. Cutting plan. Workshop practice in pattern and core box making, 3D printing, mold making, core making core and mold assembly, melting, pouring and cleaning of aluminum and copper alloys.
PRE271	PRODUCTION ENGINEERING STATISTICS	Concepts of population. Sample and parameters. Sampling techniques. Statistical description. Probability theory. Random variable. Decision making model. Statistical inference. Parameter estimation. Test of hypothesis. Analysis of variance. Linear regression analysis. Using statistical methodology and techniques as a tool in problem solving.
PRE290	INDUSTRIAL ORGANIZATION AND MANAGEMENT	The nature of organization management. The structure of organization and industrial system. Quality control concept. Facilities planning. Product development and demand forecasting. Inventory control and management. Financial management. Marketing Management.
PRE300	INDUSTRIAL TRAINING	Practical training in industry not less than 240 hours or not less than 30 working days during summer vacation.
PRE311	TOOL ENGINEERING	Basic tool engineering. Geometric tolerances. Jig and Fixture Consists of the Type and Function of the Tool Principle of Locating and Work- piece Clamping. Design of Inspection Tools. Principles of Sheet Metal Die Design. Project-Based Workshop on Manufacturing and Inspection of Case Study Parts.
PRE313	PRINCIPLES OF METAL CUTTING	Chip formation. Wear of cutting tools. Tool life. Mechanics of machining. Quality of machined surface. Research- based learning in chip formation and analysis. Cutting force measurement and analysis. Tool wear measurement. Measurement and analysis of cut surface roughness.
PRE315	MECHANICS OF SOLIDS AND MACHINE DESIGN	Introduction. Internal force. Stress. Stress-strain diagram. Torsion: Shear stress, and angle of twist. Stress in beams: Shearing force, and bending moment. Shear stress in beams. Plane stress and plane strain. Mohr’s circle. Yield critering of ductile metal. Stress in thin-walled pressure vessels. Deflection of beams. Stresses in Pressured Cylinder. Equation of elastic curve. Statically indeterminate beams. Strain energy. Theorem of Castigliano: application to statically indeterminate problems. Theory of column. Phases of design. Theory of failure used in design of machine elements subjected to static and varying loads. Machine elements for power transmission e.g. shaft, ball bearing and spur gears.
PRE323	WELDING ENGINEERING	Welding Processes and physics. Welding metallurgy of carbon steel, low alloy steel, and stainless steel. Weldability and material behaviors during weld. Welding process control by WPS, PQR, WQT. Destructive and Non- destructive testing of weldment. Basic welding codes and standards. Data acquisition for welding process control and welding data analysis in industrial works. Internet-of-things in welding industries. Mini project about welding to various approaches such as Strength, Hardness, Deformation, Weight, Accuracy, Precision, Production volume, Cost, Neat. Public presentation scoring and voting.
PRE333	FOUNDRY ENGINEERING	Review of the metal casting processes. Thermodynamics in foundry work. Thermal properties of mold and metal. Solidifying metal in sand mold and metal mold. Thermal gradient control for sand casting. Arc furnace and induction furnace steel making technique. Vacuum melting and degassing. Alloy steel casting. Ingot as casting. Continuous casting Interpretation and use of cooling curves of metal. Computer application in metal casting modeling of solidification. Heat and mass transfer and fluid flow. Sand testing laboratory. Gating and risering system. Wedge chill test. Fluidity. Solidification. Computer simulation, Chemical analysis by spectrometer.
PRE370	INDUSTRIAL QUALITY CONTROL	State-of-the-art of quality control and quality management. Basic Concept in quality control. Statistical application in quality control. Statistical process control. Reliability Engineering for Manufacturing. Process capability analysis. Acceptance sampling technique. Quality management system.
PRE372	PROBABILITY AND STATISTICS FOR ENGINEERS	Concepts of population. Sample and parameters. Sampling techniques. Statistical description. Probability theory. Random variable. Decision making model. Statistical inference. Parameter estimation. Test of hypothesis. Analysis of variance. Linear regression analysis. Using statistical methodology and techniques as a tool in problem solving.
PRE373	PRINCIPLES OF QUALITY CONTROL	State-of-the-art of quality control and quality management. Concept and development in quality control. Statistical application in quality control. Statistical process control. Reliability Engineering for Manufacturing. Process capability analysis. Measurement system analysis. Acceptance sampling technique. Quality management system.
PRE380	ENGINEERING ECONOMICS	Basic concepts in engineering economics. Cost concepts and cost estimation. Time value of money. Methods of comparison. Sensitivity analysis. Replacement Analysis. Break even analysis. Depreciation. Estimating income tax consequences. Decision under risk and uncertainty.
PRE381	OPERATIONS RESEARCH	Introduction to methodology in operations research for modern industrial engineering problem solving. Emphasis on the use of mathematical models. Linear programming. Transportation and network models. Integer programming. Game theory. Markov chains. Queuing theory. Simulation. Modern decision making and computer software applications.
PRE382	WORK STUDY	Management performance indicator. Principle of productivity and concept of productivity improvement. Identify waste (muda). Describe the process by job/task/work. Principles of motion study. Work improvement through motion analysis and setting of performance standard. Practical industrial technique. Process charting. Principle of time study, work sampling and predetermined system. Wage payment and incentive planning.
PRE383	INDUSTRIAL PLANT DESIGN	Concepts of plant layout design and plant layout Problems. Plant location analysis. Analysis of plant layout design factors. Basic types of layout. Systematic Layout Planning. Product analysis… Space requirement. Line balancing problems. Materials handling analysis. Industrial plant design Technique and plant layout selection.
PRE384	ENGINEERING ECONOMICS ANALYSIS	Cost concepts and cost estimation. Time value of money. Methods of comparison. Sensitivity analysis. Replacement Analysis. Break even analysis. Depreciation. Estimating income tax consequences. Decision under risk and uncertainty.
PRE385	PRODUCTION PLANNING AND CONTROL	Organization structure and decision making. Introduction to production system. Demand forecasting techniques. Inventory control. Production planning. Production scheduling. Project management.
PRE394	INDUSTRIAL SAFETY	Need of accident prevention. Principles of safety management. Managerial responsibilities in safety-concerned. Accident causation theory. Study of hazard analysis and loss control in the workplace. Human factors. System safety techniques. Fire prevention.Occupational safety and health. Safety Laws.
PRE401	COOPERATIVE EDUCATION	Undergraduate student must spend one-semester period in industry to perform any task like a temporary employee. At the end of this period, every undergraduate must submit the academic report and must present the outcome to the faculties in the academic field. In order to consider a student pass this course, student evaluation is made based on the academic report submitted and also relies on the evaluations: one made by the cooperative-education advisor and the other made by the industrial supervisor.
PRE421	CERTIFIED WELDING INSPECTOR	Fundamentals of welding inspectors. Certification system. Safety. Welding process.Metallurgy. Weld terminology and symbols. Codes and standards. Specification. Destructive and nondestructive testing. QC-1 certificate or others certificate examination.
PRE424	WELDING CODE, SPECIFICATION AND STANDARD	Industrial welding code and standards of American welding society ( AWS) , American Society of mechanical engineer ( ASME) , American petroleum institute ( API) , EN and ISO standard. Qualification of welding procedure and welder. Thailands welding skill standards.International certification of welding fabricator.
PRE425	WELDING DESIGN	Welding design of pressure vessels, torsion and rotating members and machine bases. Redesign of casting and forgings as weldments. Form design of weldment as standards.
PRE442	ALUMINUM TECHNOLOGY	Introduction to life-cycle of aluminum. Aluminums engineering applications and its properties. Equilibrium aluminum alloys. Major alloying systems and property relations. Metallography and phases of aluminum alloys. Hardening of aluminum alloys. Commercial aluminum alloys. Aluminum casting and forming technologies. Aluminum welding technology. Emerging technologies of aluminum. Aluminum powder technology. Aluminum composites and nanotechnology. Aluminum in engineering applications, architectural and surface decorations. Engineering design and recycling aspects of aluminum.
PRE451	INDUSTRIAL AUTOMATION	Fundamentals and application of hydraulics system, pneumatics system, industrial robot. Programmable logic control (PLC). Microcontroller and Internet of Thing. Design for industrial automation system.
PRE462	PRODUCTIVE MAINTENANCE ENGINEERING	Industrial maintenance and Total Productive Maintenance (TPM) concepts, Failure statistics. Reliability. Maintainability and availability analysis, Preventive maintenance systems and condition monitoring technologies. Root cause failure analysis that can be prevented Maintenance control and work order systems. Maintenance management systems (MMS). Life cycle management. Maintenance reports and key performance indexes. Maintenance system development.
PRE463	ARTIFICIAL INTELLIGENCE FOR PRODUCTION ENGINEERING	Introduction to Artificial Intelligence(AI): Basic concept of AI. AI techniques for PE. Neural Networks: Neuron model, Network Architectures, Learning rules, Perceptrons, Backpropagation. Fuzzy Logic: Basic Concepts of Fuzzy logic, Fuzzy Sets, Fuzzy Arithmetic, Fuzzy Relations. Metaheuristics: Genetic Algorithms Swarm Intelligent. Introduction to Machine Learning. Introduction to Natural language processing. Their basic applications.
PRE475	QUALITY ASSURANCE	Concepts of quality assurance. Quality assessment. Quality audit. Failure mode and effect analysis. Statistical techniques for quality assurance.
PRE476	QUALITY PLANNING AND ANALYSIS	Basic concept of quality management and quality planning. Quality planning procedure. Customer concept and determine customer needs. Understanding of customer requirement. Determine product and process feature. Determine process control feature.
PRE481	DECISION MODELING WITH SPREADSHEETS	Designing and building the operations research and management science decision models using spreadsheets. The decision models include time series forecasting, regression analysis, linear programming, network optimization, binary integer programming, nonlinear programming, integer programming, goal programming, multiple objective optimization, project management, simulation and decision analysis.
PRE482	DATA ANALYTICS FOR DECISION MAKING	Introduction to database and data. Analytics data summarization and visualization. Model planning and building: Statistics for model building and evaluation, Analytics theory and methods ie. Clustering, Association rules, Linear regression, Logistic regression, Decision trees, Time series analysis. Interpret and data communication.
PRE487	COMPUTER SIMULATION IN INDUSTRIAL ENGINEERING	System models. Discrete event simulation methodology. Monte Carlo simulation.Statistical basis for simulation modeling, input analysis, verification, validation and output analysis. Overview of some specific simulation programming languages. Application of simulation to various industrial problems.
PRE488	SUPPLY CHAIN MANAGEMENT	Introduction to the concept of supply chain management. Business process analysis for supply chain and logistics management. Matching demand and supply planning. Supply chain design. Planning logistics in supply chain. Evaluation and measurement models of supply chain.
PRE491	PRODUCTION ENGINEERING PROJECT STUDY	The course cover group study of selected topics in production engineering in preparation for project work under close supervision of senior staff concentrated on the design methodology and techniques such as production design of experimental design of production process. The proposal report showing objectives, concepts, methodology, work schedule and budgetary of the project is to be submitted.
PRE492	PRODUCTION ENGINEERING PROJECT	Completion of work or study of the project approved in PRE 491
PRE493	SPECIAL TOPICS I : WORK INTEGRATED LEARNING	Basic engineering project management. Information Collecting and Controlling in factory. Inspection and Assessment management. Project documentation and reporting. Developing skills in communication, presentation, and team working. Self-learning and researching.
PRE493	SPECIAL TOPICS I: MACHINE LEARNING FOR RELIABILITY AND QUALITY ENGINEERING	Fundamental concepts and principles of applying machine learning techniques in reliability and quality engineering. The course emphasizes the analysis of data from manufacturing processes, quality inspections, error measurements, and system failure predictions. Covered techniques include data clustering, anomaly detection, defect classification, and key variable analysis in quality systems. The goal is to support data-driven analysis, interpretation, and decision-making in engineering quality and system reliability contexts.
PRE55001	PHYSICAL METALLURGY PRINCIPLES	Atomic and crystalline solid structure. Crystalline defect and imperfections in solids. Diffusion mechanism. Mechanical properties. Strengthening mechanisms. Phase diagrams: unary, binary and ternary. Iron-Iron carbide equilibrium diagram. Types and effects of alloying element in steel. Microstructure transformation and change in mechanical property. Heat-treatment of steels. Plain carbon steels and alloy steels. Tool steels. Stainless steels. High temperature steel. Cast irons and Alloys cast irons. Non-ferrous metal. Types and effects of alloying element in non-ferrous metal. Microstructure. Properties and applications of non-ferrous metals such as aluminum, copper, and magnesium. Precipitation hardening. Corrosion in metals and its preventions.
PRE61000	INTRODUCTION TO WELDING PROCESS AND WELDING TECHNOLOGY	The general introduction to welding technology course is designed to build on the knowledge students learned in welding technology. Content emphasizes the background and history of welding technology including the development of welding technology and arc welding power source and type of welding power source.
PRE61001	FUNDAMENTAL OF SMAW PROCESS	Fundamental of shielded metal arc welding process course is designed to teach students about arc welding safety and the shielded metal arc welding process principle. Upon completion of this course, the student will be able to understand the main welding parameters the effect of each parameters. Also, emphasizes the quality control of shielded metal arc welding process.
PRE61001	DIGITAL TRANSFORMATION IN MANUFACTURING	Principles of digitalization. Smart manufacturing systems. Data analytics. Cybersecurity. Implementing these technologies to improve efficiency, productivity, and sustainability in manufacturing. Practical case studies and applications of digital transformations in manufacturing. Case study of Global Lighthouse Network.
PRE61002	FUNDAMENTAL OF GTAW PROCESS	Fundamental of Gas Tungsten Arc Welding. Course is designed to teach students about arc welding safety and the Gas Tungsten Arc Welding process principle. Upon completion of this course, the student will be able to understand the main welding parameters the effect of each parameters. Also, emphasizes the quality control of Gas Tungsten Arc Welding process.
PRE61002	PRINCIPLES OF SUSTAINABLE INDUSTRIAL PRACTICES	Carbon footprint and life cycle assessment of product and process. Green and clean technology. Green productivity in industry. Simultaneous consideration of economic, environmental and social perspectives. Applications of sustainability concept in process improvement and planning. Strategic and risk considerations.
PRE61003	FUNDAMENTAL OF GMAW PROCESS	The Fundamental of Gas metal arc welding process. Course is designed to teach students about arc welding safety and the Gas metal arc welding process principle. Upon completion of this course, the student will be able to understand the main welding parameters the effect of each parameters. Also, emphasizes the quality control of Gas metal arc welding process.
PRE61003	ENGINEERING LOGIC AND PROBLEM-SOLVING SKILLS	Principles of logical reasoning and analytical thinking. Problem identification, framing, and root cause analysis. Solution development techniques and creative thinking strategies. Risk assessment and decision-making under uncertainty. Case studies from industry.
PRE61004	FUNDAMENTAL OF FCAW PROCESS	The Fundamental of Flux cored arc welding process. Course is designed to teach students about arc welding safety and the Flux cored arc welding process principle. Upon completion of this course, the student will be able to understand the main welding parameters the effect of each parameters. Also, emphasizes the quality control of Flux cored arc welding process.
PRE61005	FUNDAMENTAL OF SUBMERGED-ARC WELDING PROCESS	The Fundamental of Submerged-Arc Welding process course is designed to teach students about arc welding safety and the Submerged-Arc Welding process and proper techniques for welding, electrode type and flux type. Upon completion of this course, the student will be able to understand the main welding parameters the effect of each parameters. Also, emphasizes the quality control of Submerged-Arc Welding process.
PRE61005	ENGINEERING STATISTICS	Test of hypothesis. Analysis of variance. Using statistical methodology and techniques as a tool in problem solving.
PRE61006	GAS WELDING, BRAZING AND SOLDERING PROCESS	This course will introduce the safety rules for the gas welding, brazing and soldering process. This course will cover the issues with dealing whit the principle of gas welding, the adjustment of flame, the application and quality control of gas welding, brazing and soldering process in industrial, and equipment of the process.
PRE61008	RESISTANCE WELDING PROCESS	Fundamental of resistance welding process. Imported process variables. Resistance welding in various materials. Resistance welding machine equipment and related materials. Resistance welding safety. Projection welding, bolt and nut welding. Welding defects. Destructive and non-destructive testing for resistance welding.
PRE61011	LASER WELDING	Theory and practices in laser and other high energy density welding processes. Overview of laser material processing. Light – particle/wave nature. Basic relationships. Light-Matter Interaction: Absorption and Stimulated emission. Fundamental Laser Concepts. Laser types overview. CO2 Lasers. Nd:YAG Lasers. Reflection and refraction of light. Geometric Optics. Beam characteristics. Gaussian beam focusing. Optical Components. Laser Welding, Laser Cutting. Surface treatment. Laser Processing Systems. Laser beam characterization. Laser Safety.
PRE61013	ROBOTICS AND AUTOMATION FOR WELDING	Robotics and automation for welding course is designed to provide students with training in adjusting and acquiring welding parameters from robot. Programming and operation in robot and automatic welding systems. Importance of automation and robot in industrial application for present and future needs.
PRE61999	SPECIAL TOPICS IN WELDING TECHNOLOGY AND PROCESSES	Case study of welding technology, case study of welding process, evolution and future trend of welding technology and welding processes, and other related topics
PRE62001	MANUFACTURING OF METAL AND CLASSIFICATION OF STEELS	This course focuses on basic and applied sciences in processing of materials. Specifically, effects of processing on the manufactured parts, selection of processing methods, and their relationship with material properties will be discussed. This course will offer a detailed understanding of manufacturing processes used in industry such as casting, molding, forming, cutting, and welding and will relate the design requirements of a part to the possible manufacturing processes. The course also includes quality assurance of manufactured parts by inspection and testing. It will also discuss how the material properties of a product control the spectrum of manufacturing processes.
PRE62002	PHASE DIAGRAMS AND HEAT TREATMENT OF FERRO-ALLOYS	Phase diagrams and Heat treatment of ferro-alloys course designed to provides thorough knowledge of the fundamental principles of various types of heat treatment processes and the critical process parameters involved and also guidelines for trouble shooting. The students gain knowledge about temperature ranges for each type of heat treatment. Also, students will study the phase diagram, this course is intended to make the students familiarize with binary and ternary phase diagrams and the effect of alloying elements in steel.
PRE62003	DESTRUCTIVE TESTING OF MATERIALS	Destructive testing of materials courses designed to provides student understand the principles of testing of materials using nick break test, impact testing, bending test, hardness test. This course also emphasizes the testing of material using destructive testing technique followed international standard and occupational safety and health management system.
PRE62011	WELDING METALLURGY: CARBON STEEL	This course is designed to provides student understand the Introduction to carbon and characterization of weld structures including welding metallurgy and weldability of carbon steel. Also, student will be understanding of the metallurgical processes occurring in welding of iron carbon alloys and the principles of alloying, the structures of alloys, phase diagrams and compounds in diagrams. Student can select the suitable welding process for carbon steel.
PRE62013	WELDING METALLURGY: STAINLESS STEEL	Welding metallurgy and weldability of stainless steels. Basic character of weld structures in stainless steel. Fe-Cr and Fe-Cr-C phase diagrams. Welding metallurgy and weldability of ferritic stainless steels, martensitic stainless steels, austenitic stainless steels, duplex stainless steels, and precipitation-hardened stainless steels. Dissimilar joining with stainless steels. Corrosion behavior of welded stainless steels. Welding.
PRE62015	WELDING METALLURGY: NON-FERROUS ALLOYS	The welding of special alloys course is an educational tool which sets an industry standard for knowledge of special alloys such as nickel-based alloy, Titanium-alloys, Aluminum alloys, Copper-based alloys, and Cobalt-based alloy etc. Providing comprehensive information about all aspects regarding special alloys. The course begins at the fundamental of welding metallurgy, welded microstructure in the fusion and heat- affected zones of special alloys. Welding parameters are correlated to these zones and related to mechanical properties of each alloys.
PRE62016	WELDING METALLURGY: ALUMINUM AND ALUMINUM ALLOYS	This course is designed to provide student to understand the introductory of aluminum and aluminum alloys, their classification, mechanical and chemical properties, and specific characteristic that could affect the weldability. Heat from welding process affecting microstructures and changes in properties is also discussed including defects that could occur from welding.
PRE62022	INTRODUCTION TO CORROSION AND WEAR IN MATERIALS	The Introduction to corrosion and wear in materials courses designed to provides student understand an overview of the principles of electrochemical corrosion, types of corrosion, and methods to prevent corrosion of metals. Also, to present an overview of surface characterization, friction, lubrication, and wear of metals. The course will explore a range of surface treatments and advanced coatings that are designed minimize wear, friction, and surface oxidation / corrosion. Applications and economics of surface treatments will be addressed by means of industrial case study.
PRE62105	DATA PREPROCESSING FOR INDUSTRIAL MANAGEMENT	Overview of data types and structures in industrial contexts. Data collection methods and tools. Data cleaning techniques. Data transformation methods. Maintaining data integrity and security.
PRE62107	MACHINE LEARNING APPLICATIONS IN MANUFACTURING	Machine learning concepts and algorithms. Data collection and preprocessing for manufacturing applications. Supervised and unsupervised learning techniques in manufacturing. Case studies of ML implementations in the manufacturing sector.
PRE62110	INDUSTRIAL ROBOTICS AND AUTOMATION	Fundamentals of industrial automation. Programmable Logic Controllers (PLCs) and their programming. Sensors and actuators in automated systems. Industrial robotics and their applications. Human-Machine Interfaces (HMIs) and SCADA systems. Basic principles of process control. Introduction to Industrial Internet of Things (IIoT). Safety systems and standards in automation
PRE62111	MECHATRONICS SYSTEMS IN MODERN INDUSTRY	Introduction to mechatronic system design. Sensors and signal conditioning. Actuators and power electronics. Microcontrollers and embedded systems. Basic control systems and feedback loops. Interfacing and data acquisition. Introduction to robotics. System integration and troubleshooting
PRE62206	STATISTICAL PROCESS CONTROL TECHNIQUES	Control charts. Process capability analysis. The interpretation of statistical data to indicate product quality and process stability. The application of statistical methods to detect variations in processes and implement corrective measures.
PRE62999	SPECIAL TOPICS IN WELDING MATERIALS AND METALLURGY	Case study of materials in welding, case study of welding metallurgy, evolution and future trend of welding materials and metallurgy, and other related topics
PRE63001	FUNDAMENTAL OF WELDING ENGINEERING DESIGN	Basic theory of structural systems, Welding Joint Loading, Welding symbol, Fundamentals of the strength of materials, Principle of welding design for loading, Calculation for determining dimension of welds.
PRE63002	DESIGN AND BEHAVIOR OF WELDMENT UNDER LOADING	Behavior of welded connections under static or predominantly static load, Single-axis load, Multi-axis, Brittle failure, brittle fracture, Lamellar tearing Measures to avoid lamellar tearing, Stability failure. Behavior of welded connections at low temperatures, Behavior of welded connections under impact loads
PRE63003	DESIGN OF WELDED STRUCTURES	Basics of structural design, Welded connections, Design of welded plate girders, Design of welded columns, Design of welded truss girders, Constructions composed of hollow sections, Design of welded frames.
PRE63011	BASIC DESIGN OF WELDED PRESSURE EQUIPMENT	Basic safety requirements, Design of pressure vessels, Calculation of selected pressure vessel parts, Design of Internal pressure loading, Design of external pressure loading, Design of piping, and Pressure part designing standards.
PRE63021	FRACTURE MECHANICS IN WELDING	Fracture mechanical concepts, Linear Elastic Fracture Mechanics (LEFM), Elastic-Plastic Fracture Mechanics, Cyclic Crack Propagation behavior, Fracture mechanical safety assessment, Determination of characteristic fracture mechanical values, Fracture Mechanics of welded joints, Application Examples of Fracture Mechanics.
PRE63201	PHYSICAL METALLURGY PRINCIPLES	Atomic and crystalline solid structure. Crystalline defect and imperfections in solids. Diffusion mechanism. Mechanical properties. Strengthening mechanisms. Phase diagrams: unary, binary and ternary. Iron-Iron carbide equilibrium diagram. Types and effects of alloying element in steel. Microstructure transformation and change in mechanical property. Heat-treatment of steels. Plain carbon steels and alloy steels. Tool steels. Stainless steels. High temperature steel. Cast irons and Alloys cast irons. Non-ferrous metal. Types and effects of alloying element in non-ferrous metal. Microstructure. Properties and applications of non-ferrous metals such as aluminum, copper, and magnesium. Precipitation hardening. Corrosion in metals and its preventions.
PRE63310	ALUMINUM ALLOYS METALLURGY	Physical and mechanical properties of aluminum alloys. Aluminum alloys phase diagram. Aluminum alloys microstructure, grain refinement, silicon modification, correlations between compositions and microstructures.
PRE63311	ALUMINUM ALLOYS SELECTION	Type of aluminum alloys, wrought aluminum alloys, cast aluminum alloys. Properties and applications of aluminum alloys.
PRE63312	ALUMINUM ALLOYS PRODUCTION	Manufacturing process, rolling, casting and uses of aluminum alloys. Correlations between manufacturing process, composition, microstructure and properties.
PRE63999	SPECIAL TOPICS IN WELDING DESIGN	Case study of welding design, case study of welded product design, evolution and future trend of welding design, and other related topics
PRE64000	QUALITY CONTROL OF WELDING	Standard and criteria of weld products. External weld quality. Internal weld quality. Dimensional weld quality. Welding quality of mechanical and metallurgical properties. Inspection and testing methods. Welding quality records and reports.
PRE64001	INTRODUCTION TO NON-DESTRUCTIVE TESTING	Principle of Non-destructive inspection e.g. Liquid penetrant testing, Magnetic particle testing, Ultrasonic testing, Radiographic testing, Eddy current testing, Acoustic emission testing. NDT personnel qualification. NDT operator examination method. Example of NDT applications.
PRE64002	SURFACE METHODS OF NON-DESTRUCTIVE TESTING	Fundamental of Liquid penetrant and Magnetic particle testing. Limitation of specimen features and materials. Briefed instruction of testing procedure. Imported information in testing report. NDT operator examination method. Example of surfacing NDT
PRE64002	SPECIAL TOPICS IN WELDING MATERIALS AND METALLURGY	Case study of materials in welding, case study of welding metallurgy, evolution and future trend of welding materials and metallurgy, and other related topics.
PRE64007	EDDY CURRENT TESTING	Basic Theory of Liquid Penetrant Testing. Test principles, relevance to different materials and part and test variables. Product forms and materials. Defect formation and characterization. Equipment operation and standardization. The importance of testing process controls. The importance of appropriate processing steps and parameters. Safety and public safety. Application techniques and the advantages and disadvantages of each. Limitations and capabilities of each method and technique. Applicable specifications, codes, operating procedures and work instructions. Evaluation, interpretation and documentation of testing results.
PRE64010	WELDING FIXTURES AND DISTORTION CONTROL	Metals expansion and contraction theories. 3 bars analogy principle. Welding residual stress. Transverse and longitudinal distortion. Stress reaction force. Fixtures locate and apply. Welding step designing. Basic simulation for distortion determination.
PRE64011	WELDING MANAGEMENT	Welding quality idea. Welding quality assurance. WPS management. Welding consumables type and selection. Management and qualifying of welder and welding operator skill. Welding machine and quality. Record and report of welded data. Welding cost estimation.
PRE64012	ARC PHYSICS AND WELDING POWER SOURCE	Welding process analysis. Experimental of theory and analysis for welding parameters. Fundamental of arc physics. Basic knowledge of heat transfer in welding. Basic arc welding machine system. V-A curve. Welding power adjustment and acquisition. Electrical dummy load as Ohms law. Standard of welding power source validation. Validation method. Report of validation data and implementation.
PRE64099	SPECIAL TOPICS IN WELDING INSPECTION AND QUALITY CONTROL	Case study of welding inspection, case study of welded quality control, evolution and future trend of welding inspection and quality control, and other related topics
PRE64101	INTRODUCTION TO WELDING PROCESS AND WELDING TECHNOLOGY	The general introduction to welding technology course is designed to build on the knowledge students learned in welding technology. Content emphasizes the background and history of welding technology including the development of welding technology and arc welding power source and type of welding power source.
PRE64107	GAS WELDING, BRAZING AND SOLDERING PROCESS	This course will introduce the safety rules for the gas welding, brazing and soldering process. This course will cover the issues with dealing whit the principle of gas welding, the adjustment of flame, the application and quality control of gas welding, brazing and soldering process in industrial, and equipment of the process.
PRE64201	MANUFACTURING OF METAL AND CLASSIFICATION OF STEELS	This course focuses on basic and applied sciences in processing of materials. Specifically, effects of processing on the manufactured parts, selection of processing methods, and their relationship with material properties will be discussed. This course will offer a detailed understanding of manufacturing processes used in industry such as casting, molding, forming, cutting, and welding and will relate the design requirements of a part to the possible manufacturing processes. The course also includes quality assurance of manufactured parts by inspection and testing. It will also discuss how the material properties of a product control the spectrum of manufacturing processes.
PRE64202	PHASE DIAGRAMS AND HEAT TREATMENT OF FERRO-ALLOYS	Phase diagrams and Heat treatment of ferro-alloys course designed to provides thorough knowledge of the fundamental principles of various types of heat treatment processes and the critical process parameters involved and also guidelines for trouble shooting. The students gain knowledge about temperature ranges for each type of heat treatment. Also, students will study the phase diagram, this course is intended to make the students familiarize with binary and ternary phase diagrams and the effect of alloying elements in steel.
PRE64203	DESTRUCTIVE TESTING OF MATERIALS	Destructive testing of materials courses designed to provides student understand the principles of testing of materials using nick break test, impact testing, bending test, hardness test. This course also emphasizes the testing of material using destructive testing technique followed international standard and occupational safety and health management system.
PRE64211	INTRODUCTION TO CORROSION AND WEAR IN MATERIALS	The Introduction to corrosion and wear in materials courses designed to provides student understand an overview of the principles of electrochemical corrosion, types of corrosion, and methods to prevent corrosion of metals. Also, to present an overview of surface characterization, friction, lubrication, and wear of metals. The course will explore a range of surface treatments and advanced coatings that are designed minimize wear, friction, and surface oxidation / corrosion. Applications and economics of surface treatments will be addressed by means of industrial case study.
PRE64301	FUNDAMENTAL OF ENGINEERING WELDING DESIGN	Basic theory of structural systems, Welding Joint Loading, Welding symbol, Fundamentals of the strength of materials, Principle of welding design for loading, Calculation for determining dimensions of welds.
PRE64302	DESIGN AND BEHAVIOR OF WELDMENT UNDER LOADING	Behavior of welded connections under static or predominantly static load, Single-axis load, Multi-axis, Brittle failure, brittle fracture, Lamellar tearing Measures to avoid lamellar tearing, Stability failure. Behavior of welded connections at low temperatures, Behavior of welded connections under impact loads.
PRE64303	DESIGN OF WELDED STRUCTURE	Basics of structural design, Welded connections, Design of welded plate girders, Design of welded columns, Design of welded truss girders, Constructions composed of hollow sections, Design of welded frames.
PRE64306	BASIC DESIGN OF WELDED PRESSURE EQUIPMENT	Basic safety requirements, Design of pressure vessels, Calculation of selected pressure vessel parts, Design of Internal pressure loading, Design of external pressure loading, Design of piping, and Pressure part designing standards.
PRE64401	QUALITY CONTROL OF WELDING	Standard and criteria of weld products. External weld quality. Internal weld quality. Dimensional weld quality. Welding quality of mechanical and metallurgical properties. Inspection and testing methods. Welding quality records and reports.
PRE64412	WELDING MANAGEMENT	Welding quality idea. Welding quality assurance. WPS management. Welding consumables type and selection. Management and qualifying of welder and welding operator skill. Welding machine and quality. Record and report of welded data. Welding cost estimation.
PRE65801	METALLOGRAPHIC ANALYSIS	Metals Testing and Characterization including Micro and Macro structure Characterization, Qualitative and Quantitative analysis. Image Analysis by ImageJ, Spectrometer and Wet Analysis for chemical composition analysis of metals.
PRE65802	METALS CHARACTERIZATION TECHNIQUES	Metals Testing and Characterization including Thermal Analysis and Non-destructive Testing (NDT)
PRE65803	APPLICATIONS OF QUALITATIVE AND QUANTITATIVE MICROSCOPY	Metals Testing and Characterization including SEM, EDS, EPMA, TEM, XRD and XRF
PRE65804	MECHANICAL TESTING	Tensile Testing, Bending Testing, Torsion Testing, Compression Testing, Hardness Testing, Fatigue Testing, Creep Testing, Wear Testing, Impact Testing
PRE66202	DEFORMATION PROCESSING	Stress and Strain State Basic, Concept in Mechanic of continuous Media, Unified Strength Theory, Elasto-Plastic Constitution Relation, Equation of the Slip-Line Field for Plane Strain Problem
PRE66301	STRENGTHENING MECHANISMS IN METALS	Theory of Dislocation, Principle of Strengthening Mechanisms, Work Hardening, Grain Size Reduction, Solution Hardening, Precipitation Hardening, Application of Strengthening Mechanisms
PRE66302	MATERIAL BEHAVIOR AT HIGH TEMPERATURE	Creep of Metal, High Temperature Plastic Defoformation of Metal, High Temperature Metallurgical Phenomena, High Temperaure Fracture, Machine Parts Design for High Temperature
PRE66303	MATERIAL BEHAVIOR AT LOW TEMPERATURE	Metal Behavior at Room Temperature, Metal Behavior at Temperature below 0 oC , Metal Testing at low Temperature, Application of Metal at Low Temperature
PRE66601	STEEL METALLURGY AND ITS PROPERTIES	Basic metallurgy and classification of steels and alloyed steels. Mechanical properties and physical properties of steels and alloyed steels. Effects of alloying elements in steel. Fe-Fe3C equilibrium phase diagram.
PRE66604	CAST IRON METALLURGY AND ITS PROPERTIES	Basic metallurgy and classification of cast irons and alloyed cast irons. Mechanical properties and physical properties of cast irons and alloyed cast irons. Effects of alloying elements in cast irons. Fe-C equilibrium phase diagram.
PRE66701	ALUMINUM ALLOYS METALLURGY	Physical and mechanical properties of aluminum alloys. Aluminum alloys phase diagram. Aluminum alloys microstructure, grain refinement, silicon modification, correlations between compositions and microstructures.
PRE66702	ALUMINUM ALLOYS SELECTION	Type of aluminum alloys, wrought aluminum alloys, cast aluminum alloys. Properties and applications of aluminum alloys.
PRE66703	ALUMINUM PRODUCTION	Manufacturing process, rolling, casting and uses of aluminum alloys. Correlations between manufacturing process, composition, microstructure and properties.
PRE66902	FAILURE MECHANISM AND RELATED ENVIRONMENT FACTORS	Failure Mechanisms; Brittle and Ductile Fracture; Fatigue Wear; Environment Assisted Cracking; Corrosion Failure; Hydrogen Damage; High Temperature Failure
PRE67201	FLUID DYNAMICS FOR GATING SYSTEMS	Casting procedure, Flow behavior of liquid metal and gating system, Fluid mechanic relate to design in gravity casting, Fluid Dynamics and effect of momentum and turbulence on gating system
PRE67202	PATTERN AND CORE DESIGN	Roles of Pattern, Type and Pattern making technology, Pattern Design, Core and its selection, Shrinkage, Solidification shrinkage, Mold design, Dimensional variation and tolerance, Casting accuracy
PRE67203	FEEDING DESIGN AND CALCULATION	Introduction to feeding system, type of feeding, solidification, Feeding and feeding mechanism, Feeding calculation.
PRE67602	FITNESS FOR SERVICE APPLICATION IN CORROSION FAILURE	Fitness for Service Engineering Assessment Procedure, Assessment General Metal Loss, Assessment of Local Metal Loss, Assessment of Pitting Corrosion, Assessment of Hydrogen Blister and Hydrogen Damage
PRE67604	FITNESS FOR SERVICE OF HIGH TEMPERATURE COMPONENTS	Fitness for Service Assessment Procedure, Assessment of Components Operating in The Creep Range, Material Data for Creep Analysis, Assessment of Fire Damage, Metallurgical Investigation and Evaluation of Mechanical Properties in Fire Damage Assessment
PRE68101	HEAT TREATMENT OF ALUMINUM ALLOYS	Theories and principles of dislocation on strengthening mechanism of aluminum, recovery, recrystallization, and grain growth. Phase transformation of solid in Aluminum. Other heat treatment techniques emphasized on aluminum. Equipment and quality control.
PRE68103	HEAT TREATMENT OF LOW ALLOYED STEELS AND HIGH ALLOYED STEELS	Principle of phase transformation in steels, Heat treatment of low alloyed steels and high alloyed steels: Annealing, Normalizing, Hardening and Tempering, Stress Relief process, Austempering and Martempering, Hardenability of Steels.
PRE68104	HEAT TREATMENT OF LOW AND HIGH ALLOYED CAST STEELS AND CAST IRONS	Effect of alloying elements in cast steels and cast irons. Heat treatment of cast steels and cast irons Cast Steels, High Manganese Steels, Stainless Steels, Cast Irons, High Chromium Cast Iron, Nickel Hard Cast Iron
PRE68201	APPLICATIONS OF SURFACE ENGINEERING	Selecting Surface-treatment Technologies, Fundamentals of Thin-film Technology, Innovations in PVD Technology for High-performance Applications
PRE68202	COATING TECHNOLOGY	Thermal CVD Hard Material Coating, Electrodeposition Coating, Electroless Plating, CVD coating Technology, Thermal Flame and Arc Spraying Technology
PRE68203	COATING CHARACTERIZATION	Surface States, Characterization of coatings, Tribology
PRE68302	METAL FORMING ANALYSIS	Stress ans Strain Analysis during Metal Forming, Constitutive Equation for Metal Forming Analysis, Metal Forming Analysis : Upper Bound, Slip Line, Finite Element Analysis for Metal Forming
PRE68703	THEORY AND PRACTICE OF STEEL MAKING	Iron and Steel Making, Hot Rolling for Flat and Long Product of Steel, Cold Rolling for Flat Product for Steel, Heat Treatment of Steel
PRE69002	INFORMATION SEARCHING FOR ENGINEER	Introduction to up-to-date academic and professional information sources, knowledge grouping, searching by keywords, online searching, reference grouping, reference systems, reference management techniques.
PRE69003	WELDING SAFETY FOR PUBLICS	Welding, allying, and following work hazards. Welding researches waste. Welding hazard prevention. Personal protective equipment. Personal and public safety. Public safety determination. Safety management system.
PSHD1101	MEDICAL BIOLOGY	Biomolecules of the cells, cells, cellular components, and cell division, classification of organisms, virus, bacteria, protozoa, mold and yeast, parasitic helminths, arthropods with medical importance, animals and their toxin, human body, principle of body structure and function, basic genetics, heredity.
PSHD1102	CONCEPTS OF HEALTH AND HEALTH CARE SYSTEM	Basic concepts in health, health problem, determinants of health, management of common health problems, epidemiology and public health, health care systems, health economics, inequity in health, inequalities in health care, patient safety, health laws and regulations, management and application of health data.
PSHD1103	INTRODUCTION TO HEALTH DATA SCIENCE	Mainly establishes knowledge, understanding, and roles of health data science. The content also includes the health data science application in both direct and indirect solutions and the future of this field, current issues in health data science, experience sharing with experts in the field.
PSHD1104	STRUCTURES AND FUNCTIONS OF THE HUMAN BODY	Materials designed to explore fundamental structures of human tissues and human body. The study of anatomical terminology, position and relationship between anatomical features of human body, basic human tissues i.e. epithelial tissue, connective tissue, muscular tissue, and nervous tissue, organs and organ systems including physiology of major organ systems within human body.
PSHD2101	FUNDAMENTAL MOLECULAR GENETIC	Macromolecule of genetics, DNA replication, transcription and RNA maturation, translation and protein maturation, control of gene expression, homeostasis of the cells and responses to stimuli, genetics of human pathogens, Laboratory techniques in molecular genetics.
PSHD2102	COMMUNICABLE AND NON-COMMUNICABLE DISEASES	Diseases, pathogenesis and pathological findings, disease transmission, risk factors and basic epidemiology, metabolic diseases, cardiovascular diseases, cancer, neurological diseases, genetic diseases, mental illness, immune diseases, bacterial infection, viral infection, parasite and protozoa infection, current issue in health problem, medical innovation related to disease.
PSHD2103	BIOSTATISTICS FOR HEALTH SCIENCE	Introduction to biostatistics, data visualization and summary statistics with statistical software, descriptive statistics, probability, probability distributions, sampling distribution, estimation, epidemiological study and research design, sample size calculation, hypothesis testing for continuous data, hypothesis testing for discrete data, correlation and regression analysis, non-parametric statistics, biostatistical analysis.
PSHD2104	PRINCIPLES OF CLINICAL DIAGNOSTICS AND THERAPEUTICS	Principle of Diagnostics, history taking and physical examination, specimen collection, laboratory testing, laboratory results and interpretation, principle of therapeutics in conventional medicine, medication, medical procedure, radiation therapy, rehabilitation, vaccine program.
PSHD2105	INTRODUCTION TO BIOINFORMATICS	Information of molecular biology, such as genome, transcriptome, proteome, and microbiome; algorithms involved in the data analysis; gene information query from public database such as NCBI and Ensembl; finding similar sequence with basic local alignment search tool; sequence similarity by using sequence alignment algorithms; phylogenetics tree; programming for data analysis; next-generation sequencing data analysis; practicing of literature searching from public database to support scientific discovery
PSHD3102	EPIDEMIOLOGY AND MODELLING	Nature history of disease, epidemiology concept, study designs in epidemiology, measurement in epidemiology, descriptive epidemiology, analytic epidemiology, experimental study, disease screening, surveillance, outbreak investigation, mathematical modelling, differential equations, infectious disease modelling, modelling interventions.
PSHD3107	EXPERIMENTAL TECHNIQUES IN MOLECULAR BIOLOGY	Basic techniques in molecular biology and application in biomedical research, nucleic acid isolation, polymerase chain reaction (PCR), gene cloning, electrophoresis, DNA sequencing, omics technology, and the use of bioinformatics tools.
PSHD3108	INTRODUCTION TO NUTRITION AND HEALTH	Nutrients, digestive system, the use of nutrients in the body, metabolisms of carbohydrate, protein, fat, vitamins, minerals, water, and electrolytes. The importance of nutrition in the development of malnutrition and other diseases. Implications of the diseases through related physiological processes.
PSHD3109	MEDICAL MICROBIOLOGY	Characteristics and pathogenesis of medically important pathogens, host immune responses, diagnostics and laboratory test, antimicrobial agents and resistance mechanisms, spread and control of infectious diseases.
PTE101	BASIC TECHNICAL SKILL PRACTICES	Practices in basic technical tools: hand tools, layout tools and measuring tools. Layout and Fitting. Filing, hand sawing and chiseling. Drilling: drilling machine, drill grinding and drilling operation. Hand reaming, tap and die threading operations.
PTE104	WORK-BASED LEARNING IN EDUCATIONAL INSTITUTIONS 1	The main objective of this course is to provide students with vocational education level experiences relevant to the policies, missions, organizational cultures, and the relationship between the industrial education curriculum and vocational education institutions. Key aspects of the industrial education curriculum include professional industrial engineering and teaching professions. Graduates from the industrial education curriculum, specializing in industrial engineering, will have the opportunity to gain hands-on experience in vocational education institutions for a minimum of 45 hours.
PTE111	ENGINEERING DRAWING	Lettering, orthographic projection, orthographic drawing, pictorial drawing, dimensioning, section, freehand sketches, tolerance, standard and symbol of drawing. Interpretation and analysis of drawing.
PTE112	COMPUTER PROGRAMMING FOR PRODUCTION TECHNOLOGY	Computer programming, type of data, meanings, decision making and loop system. Procedure and function of data system structure, program recording, storing and coding. Programming applied to Production Technology with software. Using the computer and application program computer aided drawing (CAD). Commands in the CAD program. Practices of drawings with CAD: two dimension and three dimension drawing.
PTE151	ENGINEERING MATERIALS	Engineering materials, phase equilibrium diagrams and their interpretation, testing and meaning of properties. Study of macro and microstructures in relationship with properties of engineering materials.
PTE151	INDUSTRIAL MATHEMATICS	The application of mathematics in problem-solving related to industries includes data analysis, modeling, and simulation, various calculations, linear equations, curves, interpolation equations in problem-solving, and analysis and design of processes in industries. Applying mathematics in planning, decision-making, and resource management in the industrial sector, as well as using mathematical software to solve problems in industries and work with data.
PTE154	ENGINEERING MATERIALS	Relationship between structure, properties, production process, and the use of engineering materials including metals, polymers, ceramics, and composites. Phase equilibrium diagram and their interpretation, Mechanical properties, and materials failure.
PTE155	INDUSTRIAL ENGINEERING PRACTICES	Practices in basic technical tools: hand tools, layout tools and measuring tools. Layout and Fitting. Filing, hand sawing and chiseling. Drilling, drilling machine, drill grinding and drilling operation, tap and die threading operations.
PTE161	PRODUCTION ENGINEERING DRAWING	Line, Lettering, 2D and 3D sketches, Scale, Geometrical Construction, Orthographic Projection Concept and Orthographic Drawing, Thread Symbol, Sectional Views Drawing, Assembly Drawings and Exploded Drawings, Pictorial Drawing, Interpretation Engineering Drawing.
PTE165	MANUFACTURING PROCESSES	Theories and concepts of various manufacturing processes, such as machining processes with machine tools, metal casting processes, forming processes, and welding processes, including materials engineering and basic automation systems. This encompasses the relationship between manufacturing methods and materials, as well as other industrial product manufacturing processes.
PTE223	WELDING TECHNOLOGY I	Principles of welding on, Gas Tungsten Arc Welding (GTAW), Gas Metal Arc Welding (GMAW), Brazing, cutting process: oxy-acetylene cutting, plasma cutting, basic weldinginspection.Practices on welding positions, Gas Tungsten Arc Welding (GTAW), Gas Metal Arc Welding (GMAW), cutting process: oxy-acetylene cutting, plasma cutting. Basic inspection of welds, brazing.
PTE231	STATICS AND MECHANICS OF SOLIDS
PTE243	MACHINE TOOL TECHNOLOGY I	Principles of thread cutting, knurling, boring, parting off, tapering and forming, on lathe. Determine of time. Principles of milling, milling cutter, plain milling, vertical milling. Indexing Head.Practices on turning operation, thread cutting, knurling, boring, parting off, tapering and forming. Milling operation: plaining milling and end milling.
PTE252	ENGINEERING MATERIALS TESTING LABORATORY	Material Testing: tensile, shearing and compressive Testing, hardness testing, impact testing, torsion testing, fatigue testing. Non-deductive testing: penetrant, ultrasonic, magnetic field.
PTE261	MANUFACTURING PROCESSES
PTE262	PRODUCTION TECHNOLOGY PRACTICES	Workshop and skill that related to production technology. Principles and practices on shield metal arc welding process, oxy-acetylene welding process, prepare of joint for welding. Practices on sheet metal tools and lay out, cutting, bending, rolling and seaming of joints. Principles and practiced on Machining. Turning operation, lathe and its equipment, cutting tools and tool grinding. Calculation of cutting speed, RPM, feed and depth of cut, facing and cylindrical turning, grooving, tapering on lathe. Power hacksaw machine and its operation.
PTE300	INDUSTRIAL TRAINING	Training in industry not less than 40 man-days or 320 man-hours in the special semester
PTE301	LEARNING MANAGEMENT AND MICRO-TEACHING FOR PRODUCTION TECHNOLOGY	Principles, concepts and procedures of learning plan. Learning management and environment for learning. Learning management theory and model for learner capability in analysis and creative thinking and problem solving. Integration of inclusive learning. Class management. Development of learning center in educational institute. Practices on lesson plan writing and achieved implementation. Micro-teaching in classroom focus on contents of production technology. Learning climate building toward learner engagement.
PTE302	TEACHING AND INTEGRATION LEARNING FOR PRODUCTION ENGINEERING	Teaching methods for production technology. Development of learning manual and plan in production technology. Micro-teaching practices on demon station and question skills. Teaching/Learning Technique, discussion method, computer based leaning.
PTE324	WELDING TECHNOLOGY II	Principles of welding on Resistance spot welding (RSW), Submerge arc welding (SAW), Flux core arc welding (FCAW), Electrode and Filler Metal of welding process, Welding symbol, Influence of chemical composition on weld, Influence of heat input on weld, Welding of stainless steel, Welding of aluminium, Basic welding metallurgy.Practices on stainless steel welding, aluminum welding, alloy steel welding, analysis of microstructure on stainless steel, teel weld.
PTE344	MACHINE TOOL TECHNOLOGY II	Grinding processes, Grinding Machine, Grinding Wheel, Material removal rate (MRR): Electrical discharge machine (EDM). Practices on Milling Operation, Face Milling, Groove milling, Gear milling and using dividing and indexing head. Using of grinding machine and Grinding Wheel. Grinding Operation, Surface grinding, Cylindrical grinding. Product Making by Machine Tools.
PTE351	ENGINEERING METALLURGY	Structures of metallic materials, defects in crystals, diffusion in alloys, phase equilibrium diagrams. Thermal treatment of metals and alloys, recovery, recrystallization and grain growth, time-temp-transformation diagrams Relationship between microstructures and mechanical properties of metals and alloys. Heat treatment of metals, powder metallurgy, corrosion of metal.
PTE352	INDUSTRIAL METALLURGY LABORATORY	Principles of metallography, sample preparation and microstructure analysis of steel, cast iron and non-ferrous metals. Heat treatment of metal: hardening, annealing, age hardening etc. Intergranular attack in austenitic stainless steel. Hardenability of Steel. Influece of parameter in Heatreatment process effect on mechanical properties of steel.
PTE370	STATISTICS FOR INDUSTRIAL EDUCATION	Probability theory, random variables, statistical inference, analysis of variance, regression and correlation. Hypothesis Test. Using statistical methods as the tool in application of industrial education and technology.
PTE371	QUALITY CONTROL	The definition, principles and concepts of quality control in production and service industries. Theory and concepts of product quality control and process quality control. The use of statistical tools to cope with the quality and production process control. Acceptance sampling. Process capability analysis. The method of quality control circle and total quality management.
PTE391	INDUSTRIAL WORK STUDY	Working knowledge of the time and motion study, practices and procedures including application of principles of motion economy, use of flow process charts and diagram, man-machine charts, simo chart, time formulas, work sampling, performance rating, standard data systems and use of equipment related to the work.
PTE401	PRODUCTION TECHNOLOGY WORKSHOP TEACHING	Techniques and methods in workshop teaching. Teaching documentation and aids. Learning evaluation of workshop practices. Workshop Teaching practices and skills in production technology. Class management for workshop teaching. Develop of learning center in vocational institute. Student should be made atmosphere for class management in order to practical learning of learner.
PTE403	ORGANIZATION AND MANAGEMENT OF WORKSHOP AND LABORATORY FOR PRODUCTION TECHNOLOGY	Study the appropriate factors of organization and management, theories and principle of administration and management, educational leadership, managing of Information system for management, Organization and Management in workshop and laboratory such as workshop location and building, layout and space requirement, maintenance, inventories, storage and etc., design job and job sheet, management of work system in workshop, job /work evaluation.
PTE406	TEACHING AND INTEGRATION LEARNING FOR AUTOMATION	Basic principles of automatic control systems, Digital fundamentals, base system, structure type and principle of Programmable logic control (PLC), Computer programming using control commands Programming in automation and robot control systems, Connection and data transfer between robots and PLC control systems, Course design and documentation for automated teaching, Practice of teaching automation.
PTE406	TEACHING FOR SAFETY ENGINEERING	Teaching on principles and preventive of remedial procedures to hazards in manufacturing industry . Safety planning. Specific safety on material handling, welding, bolier, silo, electrical system, inflammable and explode material. Principles of industrial environmental control. Safety laws. Principles of safety management. Elementary of industrial occupational health.
PTE407	INTEGRATION OF TEACHING AND PERSONNEL COMPETENCY DEVELOPMENT IN THE ESTABLISHMENT	The human resource development, Planning and management training. Developed by categories exploring the need for training. The objectives of the training. The preparation of training plans, Technical presentations and teach effectively. Media training assessment, Documentation of training. Trained as trainers or coaches.
PTE421	WELDING ENGINEERING	Principles of nickel base super alloy and special stanless steel welding, Heat treatment in welding, application of non-destructive testing for industry, basic welding design, welding design for static load, variation load and impact load, cost estimation welding, and welding standard
PTE442	TOOL ENGINEERING
PTE444	INDUSTRIAL METROLOGY AND INSTRUMENT TECHNOLOGY	Concept of metrology, measurement system and standard, measurement traceability Industrial measuring instrument, method and practices, principle of calibration, uncertainty of measurement.
PTE462	COMPUTER AIDS DESIGN AND MANUFACTURING	Computer Aids Design (CAD): system of construction and displays, 2 dimension and 3dimension drafting, solid, surface and wire frame modeling. Computer Aids Manufacturing (CAM): machine and mechanical hardware, CNC lathe, CNC milling, industrial robots. Principle of neumerical control programming, G-M Code, Computer Integrated Manufacturing (CIM). Application of CAD CAM and CIM.
PTE463	INDUSTRIAL AUTOMATION	Automation in industries, fundamental of pneumatic, hydraulic and electrical system. The application of pneumatic, hydraulic, electrical and fluid transfer, feeding and numerical control devices to automate equipment in industries. Program logic controls for automations. Design of low cost automation system.
PTE482	ENGINEERING ECONOMICS	Basic concept of engineering economics. Principles of equivalence and time value of money. Economic analysis of engineering alternative. Replacement analysis with inflation considered. Sensitivity analysis.
PTE483	PRODUCTION PLANNING AND CONTROL	Introduction to the concept of production system and planning, production development and forecasting techniques, production planning, production scheduling and control, material and inventory management. Basic cost and profitability analysis for decision making, Cost-profit-volume analysis of production operations.
PTE485	INDUSTRIAL MANAGEMENT	Fundamental of management. The art and science of management in industry. The structure of organization and policy making. Industrial relation, maker planning and control, research and development. Location analysis, production design and facility planning, financial and budgetary control.
PTE492	INDUSTRIAL PLANT DESIGN	Introduction to plant design, preliminary analysis of plant design, layout and facilities planning, material handing, nature of plant layout problems, plant location, product analysis, basic types of layout service and auxiliary functions, storage and warehousing.
PTE602	ASSESSMENT AND EVALUATION IN PRODUCTION TECHNOLOGY EDUCATION	Ability measurement for production technology, the theory of assessment, strategies and designs of ability test tool, principles and problems of construction and adaptation of tests for a specific purpose, test tool construction and implementation system for production technology, concepts of educational evaluation, instructional, institutional evaluation.
PTE603	DEVELOPMENT OF INSTRUCTIONAL SUPPORTING MATERIALS BY DIGITAL TECHNOLOGY	Theory and principle of education media for production technology, classification of learning resources, multimedia learning packages in several types, study resource design, principles and processes of construction organization of supporting instructional materials, work management, Implementation and administration of supporting instructional materials, design and development of supporting instructional materials by digital technology for education.
PTE604	WORK-INTEGRATED LEARNING MANAGEMENT IN INDUSTRY	Principle of work-integrated learning management in industry, course analysis and design, technical and managerial skill, work-integrated learning plan, role and duty of facilitators, industrial mentors and site directors, and work-integrated learning design and evaluation.
PTE611	PRINCIPLE OF ADVANCED COMPUTER AIDED DESIGN AND MANUFACTURING	Development ofComputer Aided Design (CAD) in industry; Principles of form and shape drawing model: wire-frame model, surface model, and solid model. Applications of Computer Aided Manufacturing (CAM). Computerized Numerical Control (CNC) machines. Methods of generating control program for machine. Computer Aided Manufacturing with industrial robots. Data interface from drawing to program and machine. Network of CAD&CAM
PTE622	ADVANCED WELDING PROCESSES ENGINEERING	This course subject includes fusion welding process, pressure welding process, and brazing process, welding of carbon steel and pressure vessel steel, stainless steel welding, aluminum welding, Nickel base super alloy welding, welding metallurgy, welding design, application of non-destructive testing for welding and discontinuity of welding.
PTE625	SURFACE ENGINEERING	This course subject includes theory and contact mechanic of materials, theory and coating process, surface preparation, vacuum technology, coating process techniques, surface coating properties evaluation, surface properties improvement.
PTE641	ADVANCED STATISTICS AND QUALITY CONTROL	Continuous and discrete distributions, binomial, poisson, and hypergeometric distributions, normally distribute, exponential and gamma distributions, analysis of process capability, process design and improvement with designed experiments; completely randomized design (CRD), completely randomized block design, factorial design, Taguchi method, acceptance sampling.
PTE642	DESIGN OF EXPERIMENT	Comparison, hypothesis test for two sampling groups, completely randomized design (CRD), completely randomized block design (CRED), factorial design, Taguchi method, response surface design, irregular design, split-plot design, regression analysis, randomized block design, factorial design, Taguchi method, acceptance sampling.
PTE644	QUALITY MANAGEMENT	Introduction to quality management and Management quality control. The principles and system of quality management. Statistic and probability for quality control. Quality improvement with engineering management tools. Diagnosing a process with quality control tools. Demings 14 points.
QE900	QUALIFYING EXAMINATION
REM601	SPECIAL TOPIC : MANAGEMENT OF BUILDING MATERIALS AND CONSTRUCTION PROCESS
SSC375	INTELLECTUAL PROPERTY MANAGEMENT	Types of intellectual property, enforcement, searching for intellectual property information in both national and international databases, intellectual property mapping, and commercial intellectual property management planning.
SSC381	BUSINESS ECONOMICS	Theory of consumer behavior, individual and market demand-supply, theory of production, decision-making using efficient inputs, short-term and long-term production cost theory, and price determination.
STA213	BIOSTATISTICS	Data for biostatistics. Central tendency and dispersion. Probability. Discrete probability distributions. Continuous probability distributions. Random sampling. Estimation. Tests of hypotheses, Regression and correlation analysis. Analysis of variance. Non-parametric statistics. Application of statistics in biological research.
STA302	STATISTICS FOR ENGINEERS	Probability theory, axioms for probability in discrete sample space, counting sample point, independent and dependent event, Bayestheorem. Binomial, Poisson, Normal distribution. Joint distribution. Distribution of sums and means. Central limit theorem. Covariance and correlation. Sampling distribution. F-distribution. Estimation and hypothesis testing. Least squares methods.
STA335	PRODUCT RELIABILITY	Definition and basic concepts of product reliability. Reliability function and estimation, failure rate, reliability measurement, mean time to failure, hazard function and estimation. Reliability modeling. System reliability. Some reliability applications. Engineering approaches to improve product design.
STA363	DATA MINING	Overviews of data mining and knowledge discovery. Reviews of database and algorithms, and techniques. Data warehousing and technology for data mining. Data preprocessing. Data mining initiatives, languages and systems, descriptive data mining. Characterization and comparison. Association analysis. Classification and prediction. Cluster analysis. Mining complex types of data. Applications and trends in data mining.
STA461	QUALITY MANAGEMENT	Planning and organizing for quality management. Quality with production designs. Total quality management. Vision and quality policy. Innovative adaptation and performance evaluation. ISO 9000-9004. QC circles and quality improvement team. Concepts and statistical techniques for analysis quality problem and quality assurance.
STA463	BUSINESS MANAGEMENT	Principle concept in business administration. Types of business. Environment. Pattern of entrepreneur. Administration of small business. Case study and problems in business.
STA466	QUALITY CONTROL	The principle of experimental designs as applied to industry. Acceptance sampling by attributes and variables. Operating characteristics and others statistical properties. Continuous inspection plans. Quality control circle (Q.C.C.).
STA495	INDUSTRIAL COOPERATIVE LEARNING	Students have opportunities in industrial cooperative learning at least 10 weeks. In this course, students will learn and utilize mathematical, statistical, and computer skills to solve real-world problems in various settings. Students will be expected to write full reports and conduct presentation concerning their industrial cooperatively learning experiences
STD111	STATISTICS	Some basic probability concepts. Random variables and probability distributions. Some important sampling distributions. Estimation. Confidence intervals. Hypothesis testing. Analysis of variance. Regression, correlation. Chi-squared tests.
STD121	INTRODUCTION TO DATA MANAGEMENT	Data and data type. data collection. data editing. data formatting. data analysis using formular and function. data visualization: graphing. charting and dashboard. database. macro using package software (Microsoft excel)
STD122	FUNDAMENTALS OF COMPUTER AND PROGRAMMING	Importance and components of a computer system. Number systems and conversion.Boolean algebras. Data processing. Operating systems. Networking and Internet. Database systems. Social, ethics and legal issues related to computers. Algorithms and computer programming for basic problems. Data, data types and expressions. Programming constructs. Sequential statements. Conditions. Iterations. Subroutines.
STD123	PROBABILITY AND STATISTICS	Probability. Discrete probability distributions. Continuous probability distributions. Sampling distribution. Estimation. Tests of hypotheses. Using program for data analysis.
STD213	BIOSTATISTICS	Data for biostatistics. Central tendency and dispersion. Probability. Discrete probability distributions. Continuous probability distributions. Random sampling. Estimation. Tests of hypotheses. Regression and correlation analysis. Analysis of variance. Non-parametric statistics. Application of statistics in biological research.
STD214	PROBABILITY AND STATISTICS	Counting. Combination. Permutation. Basic combinatorics. Random variables. Distributions. Exploratory statistics. Central limit theorem. Statistical inference. Confidence intervals. hypothesis testing. Correlation and Linear regression. Use statistical package to compute basic statistics.
STD221	PROBABILITY THEORY	Probability space. Random variable. Probability distribution of random variable. Joint probability distribution. Expectation. Variance. Covariance and correlation. Transformation. Moment generating function. Characteristic functions. Distribution of random variable function. Central limit theorem. Markov chain.
STD222	INTRODUCTION TO DATA SCIENCE	A breadth understanding of basic principles, techniques and tools for data science. Skill set and Process. Data collection and integration. Exploratory data analysis. Data preparation. Data visualization. Descriptive modeling. Predictive modeling. Applying basic modelling with machine learning. Integration and synthesis of concepts and their application. Team work. Ethics and privacy issues related to data science.
STD223	STATISTICAL THEORY	Sampling distributions theory. Order statistics. Sufficient Statistics. Point estimation: method of moments, maximum likelihood method, Bayes method. Interval estimation. Hypothesis testing: likelihood ratio test.
STD224	SAMPLING TECHNIQUES	Basic concept of sample survey. Probability and non – probability. Estimation. Simple random sampling. Systematic sampling. Stratified sampling. One-stage cluster sampling and multi-stage cluster sampling. Estimation of ratio, biasness of ratio estimator. Non-sampling error. Using program for computation.
STD231	STATISTICAL ANALYSIS	Categorical data analysis. Chi-squared test. Basic acceptance sampling for product quality. Linear regression and correlation. Analysis of variance. Multiple comparisons. Classical time series analysis. Using program for data analysis.
STD302	STATISTICS FOR ENGINEERS	Probability theory. Axioms for probability in discrete sample space. Counting sample point. Independent and dependent event. Bayestheorem. Binomial, Poisson, Normal distribution. Joint distribution. Distribution of sums and means. Central limit theorem. Covariance and correlation. Sampling distribution. F-distribution, Estimation and hypothesis testing.
STD331	REGRESSION ANALYSIS	Simple linear regression models. Correlation. Method of least squares. Model adequacy checking. Multiple regression analysis, dummy variable. Non-linear regression models. Regression analysis problems. Using program for data analysis.
STD333	STATISTICAL PACKAGE	Introduction to important statistical packages. Data input. Data preparation. Data analysis. Interpretation. Application with real data. Monte Carlo simulation.
STD334	MULTIVARIATE ANALYSIS	Review of matrices and determinant. Multivariate normal distribution. Estimation of parameter. Hypothesis testing. Principal component analysis. Factor analysis. Discriminant analysis. Cluster analysis. Canonical analysis. Multivariate analysis of variance. Using program for data analysis.
STD335	FORECASTING	Quantitative forecasting. Smoothing technique. Adaptive filtering. Classical time series analysis. Regression analysis. Box-Jenkins time series. Error measurement in forecasting. Using program for data analysis.
STD341	DATA ANALYSIS	Graphical method for data analysis, data displays and summaries. Smoothing data. Assessing distributional assumption about data. Developing and assessing regression models. Transforming data. Robust and resistant techniques for regression and analysis of two-way and multi-way tables. Using program for data analysis.
STD364	PRODUCT RELIABILITY	Definition and basic concepts of product reliability. Reliability function and estimation, failure rate, reliability measurement, mean time to failure, hazard function and estimation. Reliability modeling. System reliability. Some reliability applications. Engineering approaches for design and improving product.
STD365	QUALITY CONTROL	The principle of experimental designs as applied to industry. Acceptance sampling by attributes and variables. Operating characteristics and others statistical properties. Continuous inspection plans. Quality control circle (Q.C.C.). Simple control chart.
STD371	STATISTICAL LEARNING FOR DATA SCIENTISTS I	Introduction to statistical learning. Linear regression. Polynomial regression. Logistic regression, K-nearest neighbors. Cross validation. Bootstrap. Subset selection. Ridge and lasso regression. Principal component analysis. Decision tree. Random forest. Clustering methods. Cluster validity measures. Association rule. Real-life applications.
STD372	DATA MINING	Overviews of data mining and knowledge discovery. Reviews of database and algorithms, and techniques. Data warehousing and technology for data mining. Data preprocessing. Data mining initiatives, languages and systems, descriptive data mining. Characterization and comparison. Association analysis. Classification and prediction. Cluster analysis. Mining complex types of data. Applications and trends in data mining.
STD443	GENERALIZED LINEAR MODELS	Univariate exponential family. Generalized linear model with responses from the exponential family of distributions. normal, gamma, Poisson, Bernoulli, binomial, multinomial. Maximum Likelihood Fitting. Wald score and likelihood-ratio test. Real-life applications. Real-life applications.
STD471	STATISTICAL LEARNING FOR DATA SCIENTISTS II	Fuzzy clustering. Regression splines. Smoothing splines. Local regression. Generalized additive models. Nave Bayes classifier. Support vector machine. Neural network. Real-life applications
STD495	WORK-INTEGRATED LEARNING; WIL	Students have opportunities in work-integrated learning at a working organization for at least 10 weeks. In this course, students will be supported and encouraged to collaborate with staff members from outside organization under advisers’ direction. Students will learn and utilize to implement mathematical, statistical, and/or data science skills to solve real-world problems in various settings. Also, students will be expected to write a full report and conduct presentations concerning their work-integrated learning experiences.
TEN111	MANUFACTURING PROCESSES	Introduction to manufacturing, materials in design and manufacturing, measurement testing and inspection in engineering, theory and concept of manufacturing processes such as metal casting, metal forming, machining, joining, polymer processing, ceramics processing, powder metallurgy, composites materials and surface treatment. Material and manufacturing processes relationships, manufacturing systems, operations planning and cost estimation.
TEN121	FITTING AND MACHINE TOOL PRACTICE	Fitting: Safety in machine tool shop, use of layout tool, measuring tool, hand tool, power driven tool, tap and die threading and Production planning. Machine Tools: construction and the use of center lathe, drilling machine, and milling machine. Machine tools operations. Cutting speed and feed rate.
TEN12101	PRACTICES IN MACHINE TOOL	Practices in basic engineering works, machine tools, measuring tool, power driven tool, tap and die threading and Production planning, construction and the use of center lathe, drilling machine, and milling machine. Machine tools operations. Cutting speed and feed rate and Safety in machine tool shop
TEN131	ENGINEERING DRAWING	Lettering, orthographic projections, sketching and drawing, pictorial drawing, dimensioning, tolerance and geometrical tolerance, mechanical parts drawing, assembly drawing with sectional views, introduction to CAD.
TEN222	METROLOGY FOR TOOL ENGINEERING	Principle of measurement. Linear, angular, surface, form, gear and Thread measuring and limit and fits control. Measurement tools: Vernier, micrometer, slip gauge, dial gauge, profile projector, roundness and roughness tester, coordinate measuring machine. Practice in measurement, filing, finishing turning milling and grinding for fundamental mold and die making.
TEN224	CUTTING TOOL DESIGN	Analysis of metal cutting : mechanism of chip formation, mechanics of metal cutting, experimental and theoretical determination of cutting forces, dynamometry, thermal aspects of metal cutting, tool materials, tool wear, tool life and machinability, mechanics of grinding, surface quality and dimension control, economics of machining. Cutting tool design: single-point tool, basic principles of multiple-point tool, linear travel tool, axial feed rotary tool, high speed machining tool.
TEN251	COMPUTER AIDED DESIGN AND MANUFACTURING	Principle and method of design, CAD/CAM hardware and software, geometric modeling, optimization, concurrent engineering, computer network and communication, practice in product design and die design using CAD software.e.
TEN301	COOPERATIVE EDUCATION	Undergraduate student must spend one-semester period in industry to perform any task like a temporary employee. At the end of this period, every undergraduate must submit the academic report and must present the outcome to the faculties in the academic field. In order to consider a student pass this course, student evaluation is made based on the academic report submitted and also relies on the evaluations: one made by the cooperative-education advisor and the other made by the industrial supervisor.
TEN311	STATISTICS FOR TOOL AND MATERIALS ENGINEERS	Probability theory, axioms for probability in discrete sample space, counting sample point, independent and dependent event, bayes’ theorem, binomial, poisson, normal distribution, joint distribution, distribution of sums and averages, central limit theorem, covariance and correlation, sampling distribution, F-distribution, estimate and test of hypothesis,least squares methods, analysis of variance (ANOVA) technique, case study for Tool and Materials Engineering.
TEN313	POLYMER AND POWDER METALLURGY FORMING	Classification of polymers and rheological properties, overview of polymer processing, description and analysis of selection of polymer processing techniques including injection molding, blow molding, extrusion, thermoforming, calendaring, powder metallurgy for metal and ceramics, feedstock, compacting, injection moulding, debinding and sintering.
TEN325	MACHINE TOOLS	Types of machine tools and their applications i.e. machine tools for casting, metal forming, material removal processes and specialized machine tools for other specific tasks, structure of machine tools, machine drives and transmission units, linear and rotary guides and bearings, machine tools set-up, machine tools control systems i.e. CNC, PLC, practice in CNC machine tools operations
TEN333	TOOL ENGINEERING JIG AND FIXTURE	Tolerances in Manufacturing. Mechanical devices to support for manufacturing to desired position, including fixed position and moving in desired pathway. Principles of locating and work holding methods, calculations of clamping force. Design of work holding devices e.g. screws, cams, wedge, toggles etc. Jig and fixture: function, type, design of jig and fixture for cutting, inspection, assembling and welding or handling equipment. Tooling economics.
TEN334	PLASTICS INJECTION MOLD DESIGN	Practical product design for injection mold, analysis of gate location and runner systems. Ejector systems, cooling systems, ventilation, shrinkage, parts defects, analysis and design of mold mechanism. Mold setting and standard, mold maintenance and repair, mold materials, machines and mold production, the use of computer software for mold design.
TEN335	METAL FORMING	Fundamental of metal forming die design, process parameters, determinations of stresses, force, work, power and efficiency on metal forming in order to be used in the design of product, tool and machinery in sheet and bulk forming processes including blanking, deep drawing, bending, rolling, forging, bar and tube extrusion, wire and tube drawing.
TEN336	SAFETY ENGINEERING	Nature of accident in industry and need of accident prevention. Safety in the workshops. Machinery and equipment safety. Study of loss prevention principles, design, analysis, and control of workplace hazards, human element, system safety techniques, principles of safety management, and safety laws. Case study for tool and materials engineering.
TEN337	INDUSTRIAL PLANT AND FACILITY DESIGN	Introduction to plant design, preliminary analysis of plant design, layout and facilities planning, material handing storage and warehousing design, line balancing and physical distribution. Nature of plant layout problems, plant location, product analysis, basic types of layout service and auxiliary functions. Case study for tool and materials engineering.
TEN338	QUALITY CONTROL	Quality control management. Quality control techniques, engineering reliability for manufacturing, case study of using quality control for tool and materials engineering.
TEN361	MECHANICS OF ELASTIC AND PLASTIC DEFORMATION	Concept of stress and stress components, stress strain diagram, generalized Hooks law, axial and transverse loading, principal stress and Mohrs circle, pressure vessel, design of beam and shaft, beam deflection, energy methods, column stability. Stress and strain analysis, flow rule. Yield criteria for ductile metals, phenomenological nature of engineering metals, analysis technique for plastic deformation such as upper bound analysis, slip line field analysis.
TEN365	FINITE ELEMENT METHOD FOR TOOL ENGINEERING	Finite element method (FEM) history and applications. General procedure of FEM. Derivation of finite element equations using direct approach, variational approach, and method of weighted residuals (MWR). Finite element types in one, two and three dimensions and their interpolation functions. Applications of FEM in the field of tool engineering problems. Applications of FEM in plastic processing modeling and analysis.
TEN368	STATISTICS FOR TOOL AND MATERIALS ENGINEERS	Probability theory, axioms for probability in discrete sample space, counting sample point, independent and dependent event, bayes’ theorem, binomial, poisson, normal distribution, joint distribution, distribution of sums and averages, central limit theorem, covariance and correlation, sampling distribution, F-distribution, estimate and test of hypothesis,least squares methods, analysis of variance (ANOVA) technique, case study for Tool and Materials Engineering.
TEN431	ENGINEERING ECONOMIC	Basic concepts in engineering economic. Cost concepts. Time value of money. Methods of comparison. Evaluation of replacement. Break even and sensitivity analysis. Depreciation. Estimating income tax consequences. Decision under risk and uncertainty. Case study for Tool and Materials Engineering.
TEN436	METAL DIE DESIGN I	Sheet metal formability, type of die construction, function and nomenclature of die component, commercially available die component and accessories, tolerances for Stamping parts. die design techniques, mathematical analysis of die components, die design for sheet metal forming, progressive die design, materials used for die, die cost estimation, die components manufacturing, assembly and tryout for simple die.
TEN437	TRIBOLOGY IN METAL FORMING	Tribology, friction, lubrication and wear in metal forming processes, lubricating mechanisms, lubricants types, wear types, friction measurement, lubrication measurement, wear measurement, application of tribology in metal forming.
TEN439	TOOL ENGINEERING LABORATORY	– Metal Cutting : testing for orthogonal cutting, analysis and force measurement from three dimensional cutting, tool wear and tool life, surface roughness – Metal Forming : forging, deep drawing, bending and measurement of friction coefficient in metal forming process – Plastic Forming : quality control in plastic injection molding, blow molding – Measurement technic in Mechanical Engineering : flow measurement and thermal conductivity – Practice in Industrial Engineering : safety, plant layout and production planning and control
TEN440	PRODUCTION PLANNING AND CONTROL	Introduction to production system, forecasting techniques, supply chain management, inventory management, production planning, cost and profitability analysis for decision planning, production scheduling, production control, manufacturing planning with emphasis on metal forming, case study for tool and materials engineering.
TEN454	AUTOMATIC TOOL ENGINEERING	Fundamental of control techniques and their applications: mechanical control, electrical. Control, pneumatics controls, hydraulic controls, feedback control, PLC, sensor: analog, binary, and digital, CNC machine tools, flexible manufacturing, industrial robots, collaborative robot, servo motor control. Fundamental of measurement system. Characteristics of instruments. Basic principle and selection of industrial instruments, for pressure, level, flow, force, motion, temperature measurement.
TEN455	RAPID PROTOTYPE	Introduction to prototype, historical development of rapid prototype and related technology, introduction to rapid prototyping, advantages of rapid prototyping. commonly used terms, classification of rapid prototyping systems, liquid-based, solid-based, and Power-based, direct and indirect method for rapid prototyping and its applications.
TEN458	GEOMETRIC DIMENSIONING AND TOLERANCING	Geometric Dimensioning and Tolerancing Fundamentals, Similarities and differences between the ASME and ISO standards , Datum system, Symbols, rules and application, Form Tolerances, Profile Tolerances, Orientation Tolerances, Location Tolerances, Circular and total runout , Functional Gage Design, Coordinate Measuring Machine
TEN471	TOOL ENGINEERING PROJECT STUDY	Tool Design : study design processes, design the working of various tools, planning, cost estimation, and basic concepts of experimental design.
TEN472	TOOL ENGINEERING PROJECT	Completion of work or study of the project approved in TEN 471.
THT601	SEMINAR	Students are required to present seminars on advances in thermal technology, conservation technologies, and energy policy and planning. Reports are to be submitted and graded.
THT621	MEASUREMENT AND INSTRUMENTATION TECHNOLOGY	Principles, practices and equipment used in measurements of physical and thermal properties, such as temperature, pressure, velocity, flowrates, heat transfer rates, etc. Fuel properties measurements, Airpollution sampling and measurement, Data recording and software interface, Internet of things (IoT), Uncertainty analysis.
THT622	ENERGY AUDIT	Fundamental theoretical of each instrument that use in Energy Audit, Energy analyis in steam system, air compressor, electrical and lighting, Refrigeration and air conditioning, motors and transformer. To understand, Analysing and calculate the main parameter in developing Energy Efficiency of the Systems.
THT633	THERMAL POWER SYSTEMS TECHNOLOGY AND MANAGEMENT	Technology of thermal power plants, steam turbine power plants (Rankine cycle) and technical development till present, analysis of various types of steam cycles, incorporating improvement measures. Clean coal power plants, Refuse derived fuel (RDF) power plants, geothermal power plants, nuclear power plants and gas turbine power plants. Effect of parameters on plant efficiency and improvement methods, combined cycle, cogeneration. Economics of power plants, cost of generated electricity, and financial analysis. Environmental impact from power plants, prevention and control of emissions.
THT642	WASTE HEAT RECOVERY SYSTEM AND EFFICIENCY ANALYSIS	Analysis of waste heat from various equipment. Heat exchangers. Waste heat recovery between gas and gas, gas and liquid, and liquid and liquid. Cogeneration of heat and power: topping cycles and bottoming cycles. Waste heat recovery systems. Heat pumps, fuel cell, bioenergy conversion. Thermal insulation. Organic Rankine cycle (ORC). Stirling engines. Thermal energy efficiency analysis. Exergy analysis of system. Thermal energy audit. Economics consideration of recovery System.
THT651	ADVANCED THERMODYNAMICS	Review of thermodynamic definitions and concepts, the first and second laws of thermodynamics. Concepts of combined system and environment and dead state. Availability, irreversibility, exergy and applications to control mass and control volume analyses. Chemical availability. Second law efficiencies for control mass and control volume. Applications of availability and exergy to engineering cycles. Lindhoff analysis for heat transfer network. Thermo-economics based on exergy and trading off energy against capital.
THT652	ADVANCED HEAT TRANSFER	The main content consists of review of the mechanism of heat transfer in each mode and equation of heat balance for steady state. Transient heat transfer for conduction and convection (natural and forced convection). Heat transfer in various tubes and over external surface of tube. Numerical methods in heat conduction. Boiling and condensation heat transfer of fluid. Analysis of heat exchangers. Fundamental and mechanism of radiation heat transfer. Radiation exchange between the walls of combustion chambers. Enhancement of heat transfer using phase change materials (PCMs). Case study and application of heat transfer in practical work for industry.
THT661	REFRIGERATION, HEAT PUMP SYSTEMS AND APPLICATIONS	Reviews of processes, cycles and designs of refrigeration and air conditioning Systems. Absorption refrigeration with emphasis on solar energy application and PV-air conditioning, PV-heat pump. Theory and methods of food freezing cryogenic refrigeration and preservation. Advanced studies of air conditioning systems with environmental and economics considerations.
THT662	THERMAL SYSTEM DESIGN AND ENGINEERING ECONOMICS	Design of workable and optimum system. Equation fitting for characterization of Thermal equipment and processes based on experimental data. Modelling of Thermal equipment and processes based on physical law. Mathamatied Model Simulation of thermal Systems. Selected optimization techniques for Thermal system such as Lagrange multiplier, search methods, linear programming, etc. Fundamental concepts of engineering economy. Demand, supply and the role of price. Theories of consumers and producers. Selected financial appraisal and incentives for engineering implementation. Estimating the cost of electricity. Environmental decision making and economics instruments. Economics and technical feasibility of engineering projects.
THT671	COMBUSTION AND EMISSION CONTROL	Production and combustion of solid, liquid and gaseous fuels with emphasis on biomass, petroleum, coal, oil shales and waste to energy etc. Fuel properties and tests. Stoichiometry. Normal and abnormal combustion processes in internal Combustion engines, emission characteristics, and options for Emission controls. Carbon capture and sequestration. Mass transfer theory, Reynolds flow model, Mass transfer conductance and Spaldings transfer number. Modified Reynolds flow model. Schmidt number and modification of heat transfer equations. Application of mass transfer theory in predicting rates of combustion, vaporization and condensation.
TME541	PRECISION ENGINEERING	Overview and history: Importance of precision engineering, tolerance technology: Definitions of tolerance, impact of specifying tolerances on manufacturing, manufacturing strategies. Measurement: Application of displacement transducers to machines and instruments, introduction to machine calibration, principles of precision machine design: principles and techniques for the design of precision machines, Machining: A broad introduction to precision and ultra precision machining processes.
TME555	TECHNOLOGY ENTREPRENEURSHIP	Introduction to Industrial life cycle, Industrial revolution, Diffusion of innovation into technology-based firms, Hype-Cycle, S-curve and digital transformation, Technology transfer policy, Technology cluster, Business models of new technology-based firms, Seek for potential and new S-curve technology.
TME601	MATHEMATICS FOR MATERIALS PROCESSING TECHNOLOGY AND MANUFACTURING INNOVATION	Basic principles of computer and computer languages. Solution of simultaneous algebraic equations. Curve fitting. Numerical integration and differentiation: numerical integration of ordinary differential equations solving boundary valued problems. Random sampling. Hypothesis testing. Estimation methods. Linear regression analysis.
TME614	ADVANCED MATERIALS CHARACTERIZATION	Theories, principles, instruments and data analysis for materials characterization techniques including light microscopy, electron microscopy, X-ray diffraction (XRD), X-ray spectroscopy for element analysis, atomic force microscopy (AFM), scanning tunneling microscopy (STM), electron spectroscopy for surface analysis, Fourier transform infrared spectroscopy(FTIR) ,Raman spectroscopy, thermal analysis by differential thermal analysis (DTA), differential scanning calorimetry (DSC) and thermogravimetry.
TME616	ADVANCED MATERIALS TECHNOLOGY I	Modern engineering materials: Properties, Manufacturing processes, Applications, Metal and alloys such as: Magnesium, Aluminum, Titanium, Nickel, Copper, Refractories metals, and High strength steels. Carbon fiber and polymer composites, Metal and ceramics composites, Shape memory materials, Nano-materials and nano-composites.
TME617	ADVANCED MATERIALS TECHNOLOGY II	Advanced manufacturing technology for engineering materials: melting, machining, forming and fabrication, welding, Thermal processing etc. Characterization and testing: Scanning Electron Microscope, Transmission Electron Microscopy, fatigue testing, fracture and toughness testing, corrosion testing, nondestructive testing, Structural design with materials.
TME621	MECHANICAL BEHAVIOR OF MATERIALS FOR MATERIALS PROCESSING TECHNOLOGY AND MANUFACTURING INNOVATION	The mechanical behavior of materials at the visible level. Relation between failure and deformation and the structure of a material and its mechanical properties. Fatigue, fracture, elasticity, viscoelasticity, plasticity and creep of metals, polymers, ceramics, composites, thin films and cellular materials.
TME631	METAL FORMING MACHINERY	Design, construction, driving mechanism, specification, properties and operation of metal forming machinery; hammers, screw press, mechanical press, hydraulic press and others related. Influence of vibration and elastic deformation on the efficiency and accuracy. Discussion of characteristic of elastic deformation.
TME633	MECHANICS OF METAL FORMING AND FORMABILITY	Continuum mechanics of Plastic deformation. Strain hardening. Temperature and strain rate. Work balance. Mechanics of sheet and bulk metal forming. Numerical solutions process and analysis. Deformation zone geometry. Formability and forming limit. Formability testing method.
TME635	RHEOLOGY AND POLYMER PROCESSING	Rheological behavior of polymer melts, parameters affecting the flow properties of polymer melts, viscoelastic response of molten polymer, rheological measurements of polymer, polymer processing (injection molding, die extrusion, blow molding, vacuum forming, rotational molding, calendaring, compression and transfer molding) , polymer composite processing, rubber processing, applications of rheology to polymer processes.
TME646	ADVANCED ENGINEERING DESIGN AND PROTOTYPING I	Introduction to engineering design, Essential Transferable skills, Market analysis, Customer requirements, Establishing information, Establishing functional structure of products, Product Specifications, Developing design concepts, Concepts Evaluation, Decision making and concept selection.
TME647	ADVANCED ENGINEERING DESIGN AND PROTOTYPING II	Decision making and concept selection, Embodiment design, Detail design, Design for sustainability and environment, Materials selection, Design with materials, Design for manufacturing, Design for Risk, reliability, and safety.
TME648	ADVANCED ENGINEERING DESIGN AND PROTOTYPING III	Quality, robust design, and optimization, Economic decision making, Cost evaluation, Legal and ethical issues in engineering design.
TME649	MANUFACTURING BEST PRACTICE	The agile enterprise, Design of experiments, Design for manufacturing, Integrated product and process development, Lean manufacturing, Measurement System Analysis, Process analysis, Quality function development, Manufacturing control integration, Six sigma problem solving, The theory of constraints, Failure Mode Effect and Analysis (FMEA), Theory of Inventive Problem Solving (TRIZ).
TME659	SPECIAL TOPIC : SEMICONDUCTOR ENGINEERING	Definitions of semiconductor, important properties, material processing technology and manufacturing innovation, and recent engineering utilizations of semiconductor materials.

KMUTT organizes the TALK TO SUCCESS activity to exchange experiences between generations, inspiring inspiration for the future in development projects. exchange FIET Alumni for exchanging knowledge and reunion activities in 2026 under the FIET Family / Alumni Network

Activities to raise awareness and engage with sustainability under the SDGs Series EP4 campaign: Community Development Volunteers Expanding the Green Heart Effect to Build a Sustainable Community

KMUTT Green Heart has qualified for the final 10 teams from more than 70 teams from leading universities across the country in the 3rd mission “Waste to Wealth: Business Model Pitching Contest 2025” as part of the “AIS X GC Contest”.

Green University Dump Turn the world to remember Upvel 3″ in this intense arena. KMUTT Student Team The event presented a business plan for the environment that can turn “waste” into “value” and generate sustainable profits, which shows the true potential of social innovation. A panel talk by young entrepreneurs who conveyed the real path of expanding waste to a sustainable business model by Mr. Nopruj Thanapatchaitat (CEO & Founder, TIPSURAT Co., Ltd. – Durrianar BySQ / Tipsurat Co., Ltd.) and Mr. Rujipas Thanapatchaitat (AMD, TLH AUTOGLASS – Tae Long Hua (TLH) 95 Group Co., Ltd.) The winners will be announced on Tuesday, November 11. 2025 to encourage and follow the success of KMUTT Green Heart students who use creativity and innovation to drive a better world together.

2. Related information on our university as a body having dedicated courses (full degrees, or electives) that address sustainability and the SDGs.

King Mongkut’s University of Technology Thonburi (KMUTT) possesses curricula that directly align with the requirement for “Education for SDGs: specific courses on sustainability,” offering both dedicated full degree programs and relevant elective courses on sustainability and the Sustainable Development Goals (SDGs). By offering both specialized high-level programs and integrating sustainability-related courses into the core General Education (GEN) curriculum, KMUTT fully meets the requirements for providing “Education for SDGs.”

KMUTT (King Mongkut’s University of Technology Thonburi) has dedicated courses that align with the requirement for “Education for SDGs: specific courses on sustainability,” including both full degree programs and relevant elective courses that address sustainability and the Sustainable Development Goals (SDGs). KMUTT offers a wide array of activities and workshops that are in line with this policy.

KMUTT possesses a high number of courses and modules related to environment and sustainability, totaling 2,888 courses out of 3,958 offered in 2025 (which is 72.97%). The university employs an Outcome-Based Education (OBE) principle, focusing on what is learned rather than what is taught, to ensure students achieve intended learning outcomes. KMUTT also provides a General Education course (GEN Ed) which contributes to knowledge in scientific research methodology and innovation design. Students are engaged in learning processes through activities and field trips, learning to understand community problems to become a “social change agent”.

Examples of KMUTT Curricula Addressing the SDGs

KMUTT’s offerings cover the three pillars of sustainability (Environmental, Social, and Economic) across various disciplines:

Course Code	Course Title (English)	Primary SDG Linkage	Relevance Description (Based on Course Note)
GEN 352	TECHNOLOGY AND INNOVATION FOR SUSTAINABLE DEVELOPMENT	Overall SDGs (SDG 9, 17)	Studies the role of technology and innovation in creating wealth and social impact, and explores policies and strategies for sustainable development.
GEN 211	THE PHILOSOPHY OF SUFFICIENCY ECONOMY	SDG 1: No Poverty & SDG 10: Reduced Inequalities	Focuses on applying the philosophy of Sufficiency Economy to lifestyles at the individual, community, organizational, and national levels for sustainability.
GEN 224	LIVEABLE CITY	SDG 11: Sustainable Cities	Aims to understand and raise awareness of urban problems, social responsibility, and the realization of the SDGs 2030 targets.
GEN 232	COMMUNITY BASED RESEARCH AND INNOVATION	SDG 17: Partnerships & SDG 9: Innovation	Community-based research (Field-trips to local community) to identify problems and design innovations to solve them and create value for the community (“social change agent”).
ARC 281	ENVIRONMENTAL TECHNOLOGY I: COMFORT FACTORS AND THERMAL DESIGN	SDG 13: Climate Action & SDG 7: Clean Energy	Introduces the concept of Carbon Footprint and the importance of Sustainable Design, emphasizing Passive and Active design to reduce environmental impact.
ARC 484	ENVIRONMENTAL TECHNOLOGY IV: ENERGY-EFFICIENT BUILDING DESIGN TECHNIQUES AND SIMULATION	SDG 7: Clean Energy & SDG 13: Climate Action	Focuses on energy-efficient building design techniques, the definition of sustainability, climate change, and reducing Carbon Footprint emissions.
ARC 436	ARCHITECTURAL CONSERVATION: AN INTRODUCTION	SDG 11: Sustainable Cities	Studies the concept of conservation for built environments, including international conservation charters (UNESCO).
CHE 472	ENVIRONMENTAL CHEMICAL ENGINEERING	SDG 12: Responsible Consumption & SDG 6, 13, 14	Environmental pollution management (air, water, hazardous waste), treatment, and disposal, including the concepts of Pollution Prevention and Waste Minimization.
EEE 435	RENEWABLE ENERGY	SDG 7: Clean Energy & SDG 13: Climate Action	Overview of renewable energy systems (Solar, Wind, Biomass), policies, laws, and economics, including the concept of Carbon Neutrality.
EEM 617	USING LIFE CYCLE ASSESSMENT TO ACHIEVE A CIRCULAR ECONOMY	SDG 12: Responsible Consumption & SDG 9	Studies material sustainability (Materials Life Cycle), Life Cycle Assessment (LCA), and Circular Materials Economics linked to the SDGs.
EEM 6300	CARBON FOOTPRINT OF PRODUCTS	SDG 12: Responsible Consumption & SDG 13: Climate Action	Studies types and sources of greenhouse gas emissions, guidelines and labeling for Carbon Footprint of Product, including mass and energy analysis.
EEM 6210	GREEN HYDROGEN PRODUCTION, STORAGE AND DISTRIBUTION	SDG 7: Clean Energy	Studies the definition, production, storage, and distribution of green hydrogen, linking to the energy transition and achieving carbon neutrality.
ENV 632	LIFE CYCLE ASSESSMENT AND CARBON FOOTPRINT	SDG 12: Responsible Consumption & SDG 13: Climate Action	Concepts of Life Cycle Assessment (LCA) and Carbon Footprint (CF) to evaluate environmental impact, and interpreting data to develop production processes.
ENV 675	WASTE RECYCLING TECHNOLOGIES	SDG 12: Responsible Consumption & SDG 9	Principles of recycling technology, waste reduction, biofuel production, utilization of aquatic weeds, and the concept of Circular Economy.
JEE 671	LIFE CYCLE ASSESSMENT	SDG 12: Responsible Consumption & SDG 13	Emphasizes Pollution Prevention and Life Cycle Thinking using LCA as an assessment tool, applied to waste management and energy conversion systems.
JEE 674	WASTE TO ENERGY AND ITS SUSTAINABLE MITIGATION	SDG 7, 12, 13	Focuses on the linkage between waste management and climate change, the use of sustainable waste-to-energy technology, and greenhouse gas accounting.
LAN 482	INNOVATION TECHNOLOGY	SDG 13, 14, 15	Bio-engineering methods emphasizing sustainability, shoreline protection technology, plant-based wastewater treatment, and climate change mitigation.
MCE 151	MATERIALS SCIENCE AND ENGINEERING	SDG 12: Responsible Consumption	Studies material types, selection, including economic, environmental, and social issues in materials.
PDT 355	SUSTAINABLE PACKAGING	SDG 12: Responsible Consumption	Sustainability concept, packaging LCA, waste management, and Cradle to Cradle design.
EPM 683	INTEGRATED BUSINESS SUSTAINABILITY…	Overall SDGs (BCG & ESG)	Explores the Bio-Circular-Green (BCG) Economy concept and Environmental, Social, and Governance (ESG) principles to promote positive environmental and social impact.
EEM 616	CLIMATE SCIENCE AND CLIMATE CHANGE POLICIES	SDG 13: Climate Action	Studies climate science principles, impacts on ecosystems and society, national and international greenhouse gas policies, including carbon credit assessment and trading.

Examples of Courses and Curricula Related to the Sustainable Development Goals (SDGs) Graduate Programs (Master’s and Doctoral Levels)

The Joint Graduate School of Energy and Environment (JGSEE):

Master of Engineering / Master of Science in Energy Technology and Management (International Program): Focuses on developing clean energy and promoting energy efficiency (aligned with SDG 7: Affordable and Clean Energy).

Master of Engineering / Master of Science in Environmental Technology and Management (International Program): Focuses on solving environmental problems, pollution management, and sustainable development (aligned with SDG 13, 14, 15: Climate Action, Life Below Water, and Life on Land).

Doctor of Philosophy (Ph.D.) in Environment, Climate Change and Sustainability: This curriculum directly emphasizes sustainability issues.

Interdisciplinary Curricula to Drive the Bio-Circular-Green Economy Model (BCG Model):

Master of Science and Doctor of Philosophy (Ph.D.) in Bioinformatics and Systems Biology for Driving Frontier BCG Economy: This curriculum integrates knowledge to create sustainable innovation and a green economy (aligned with SDG 9: Industry, Innovation, and Infrastructure and SDG 12: Responsible Consumption and Production).

Faculties/Units Offering Sustainability Education

School of Bioresources and Technology

School of Energy, Environment and Materials

Logistics Excellence Center: Develops knowledge in digital logistics and supply chain for sustainability (aligned with SDG 9: Industry, Innovation, and Infrastructure).

In addition to these curricula, King Mongkut’s University of Technology Thonburi (KMUTT) also fosters concepts of sustainability through General Education courses and extracurricular activities under the “Green Heart” project, which aims to cultivate students’ environmental consciousness and social responsibility.

KMUTT adopts the principle Outcome-Based Education (OBE) for effective teaching It helps students achieve their intended learning outcomes. OBE is a student-centered learning philosophy that focuses on measuring student performance: “what is learned” rather than “what is taught”. KMUTT also provides courses on SDGs that provide knowledge on scientific research methodology and design processes to create innovative projects. Students will be involved in the learning process through several activities and excursions. They will also learn and understand the problems encountered in the community to become “Social Change Agent”

Number of courses and modules related to environment and sustainability offered at KMUTT totaled 3,984 courses representing 100 %. King Mongkut’s University of Technology Thonburi have 15 faculties and 143departments have been opened, and subjects related to sustainability SDGs have been integrated into every course that is being taught as an integrated approach to enable students to be Social change Agent and lead to the results to the community under the framework of sustainable development.

One of the clear examples is our The Joint Graduate School of Energy and Environment (JGSEE) with its vision is to be an internationally recognized premier centre in graduate education and research in the fields of energy and environmental technologies, The Master of Business Administration in Entrepreneurship, Innovation, and Sustainability and Master’s program in Environmental Social Sciences The program aims to produce professionals with expertise in Environmental Social Sciences who can apply their knowledge and skills in social sciences, along with field experience, to effectively manage environmental issues. These professionals are expected to embody a paradigm of sustainable development while upholding ethical principles and integrity in their professional practice.

Number	faculty
1	Faculty of Engineering
2	Faculty of Science
3	Faculty of Industrial Education and Technology
4	School of Information Technology
5	School of Architecture and Design
6	School of Energy, Environment and Materials
7	School of Bioresources and Technology
8	School of Liberal Arts
9	Graduate School of Management and Innovation
10	Institute of Fleld Robotics (FIBO)
11	The Joint Graduate School of Energy and Environment
12	College of Multidisciplinary Sciences
13	Darunsikkhalai School for Innovative Learning
14	Engineering Science Classroom
15	KOSEN KMUTT

The program aims to produce professionals with expertise in Environmental Social Sciences who can apply their knowledge and skills in social sciences, along with field experience, to effectively manage environmental issues. These professionals are expected to embody a paradigm of sustainable development while upholding ethical principles and integrity in their professional practice.

The development of the Master’s program in Environmental Social Sciences aims to produce graduates with skills and expertise in assessing the social and environmental impacts arising from development projects or operations that pose environmental risks. The program also emphasizes the ability to design activities that promote sustainable business practices and equips students with skills in planning local community development. Graduates will be capable of creating community master plans that foster sustainable community development. These three core areas of expertise require knowledge in social sciences combined with science and technology. This integrated knowledge will enable students to understand the relationships between people, communities, and the environment deeply, comprehend emerging environmental phenomena, and analyze changes caused by development. Ultimately, this will lead to sustainable management solutions.

The Master of Business Administration in Entrepreneurship, Innovation, and Sustainability Management program recognizes that entrepreneurship is not a matter of chance but rather a deliberate effort to create valuable innovations that meet the needs of target customers or markets. This process requires passion, as well as a solid understanding of resource and time allocation, to transform ideas or innovations into desirable products, with a focus on entrepreneurial success, whether in the form of monetary rewards such as income or non-monetary benefits like independence. Entrepreneurs must also comprehend and navigate risks due to the uncertainties within the business environment, making well-informed decisions to steer the business towards set goals.

This entrepreneurship-focused management program emphasizes developing professional entrepreneurs by integrating science and technology with business management principles. It prioritizes cultivating new entrepreneurs who are equipped with modern business management knowledge while also enhancing the strength and competitiveness of existing entrepreneurs. The program fosters collaboration between academia and industry to support this goal.

School of Energy, Environment and Materials KMUTT

Currently, there are both Master’s and Doctoral degree programs, with graduates from various disciplines being highly qualified, ethical, academically prepared, and responsive to the country’s demands for skilled professionals in science and technology. In addition to its academic offerings, the faculty is actively engaged in continuous research and development. Many distinguished faculty members have received awards from prestigious institutions, both nationally and internationally. This commitment aligns with the faculty’s core policy to enhance teaching quality and promote academic advancement among its members.

Moreover, the faculty organizes various activities to provide academic services to society and collaborates with universities and organizations locally and internationally.

JGSEE is an autonomous graduate school instituted under the jurisdiction of the Council of the King Mongkut’s University of Technology Thonburi. It was established in 1998 for the purpose of implementing the Postgraduate Education and Research in Science and Technology Development Project of the Commission on Higher Education (CHE), which aims to strengthen postgraduate education and research as a means of building a strong foundation for research and development in science and technology, and to help support Thailand’s economic competitiveness. The School has received funding from the Thai government through the CHE – ADB Higher Education Development Project and the Energy Conservation Promotion Fund of the Ministry of Energy.

3. Related information on our university as a body having dedicated outreach educational activities for the wider community, which could include alumni, local residents, displaced people

Project name: A collaborative project between the Environmental Social Sciences Program, Faculty of Liberal Arts, and the Promotion and Support Center for the Royal Project Foundation and Royal Initiative Projects.

Educational Outreach: Local Community

Graduate students participating in this project gained invaluable fieldwork experience. They learned how to collect data within the community, conduct interviews, create community maps, and carry out close observation. These activities enabled them to develop a profound understanding of the way of life of the Mlabri ethnic group. Moreover, direct interaction with the community allowed the students to attain an in-depth understanding of forest and natural resource management in ways that cannot be achieved in a classroom setting.

The Mlabri community was fully supported and actively engaged in the research process, which helped foster mutual understanding and recognition of their identity, as well as their traditional way of life that relies sustainably on local forest resources. Information gathered from interviews with community leaders and members provided insights into the challenges they face and reflected the community’s capacity to adapt to social and environmental changes.

This initiative represents a process of social engagement, in which both students and the community genuinely participated in the research. The students immersed themselves in the field to learn about the Mlabri way of life and practice field data collection, while the community played an active role in shaping the research framework and sharing their knowledge of nature-based forest management. This participatory approach helped build strong relationships between academia and the community and contributed to the development of sustainable pathways that respect traditional lifestyles and community needs.

Project name: Cultivation of Pesticide-Free on Tiles for Persons with Disabilities Using an IoT-Based Automatic Water Control System

Educational Outreach: Local Community

On 25 November 2024, King Mongkut’s University of Technology Thonburi (KMUTT), in collaboration with Betagro Public Company Limited, organized a workshop entitled “Cultivation of Pesticide-Free on Tiles for Persons with Disabilities Using an IoT-Based Automatic Water Control System” at the Ban To Yang Learning Center, Chong Salika Subdistrict, Phatthana Nikhom District, Lopburi Province.

The project received support from the National Research Council of Thailand (NRCT) for the year 2024, with the objective of promoting the application of smart technology in agriculture to foster sustainable occupations and improve the quality of life for persons with disabilities, caregivers, and farmers.During the workshop, participants learned about the benefits of IoT technology through hands-on practice in operating the automatic irrigation system, which can significantly reduce manual labor, increase productivity, and effectively support the concept of “Smart Agriculture.”

Project name: Development Activities for the Goat Farming Business of the Thung Khru Livestock Farmers Group.

Educational Outreach: Local Community, Alumni

On 4 December 2024, a session on “Development of Goat Meat Products” was conducted for representatives of the livestock farmers’ group members. Officers from the Community Development and Social Welfare Division of Thung Khru District Office also participated in the activity, which took place at the Farmers’ Group Office, Soi Pracha Uthit 69, Intersection 8, Thung Khru District.

A total of 15 interested participants attended the event. Experts from the Livestock Products Division, Department of Livestock Development, provided knowledge and conducted demonstrations on the preparation of goat steak, smoked goat ribs, and goat burgers.

Furthermore, the speakers recommended experimenting with Bang Mod orange peel–smoked goat ribs as a potential signature product representing the local identity.

Project name: SoCHAMP (Social Change Agents Maker Program) to develop 3rd generation of social change leaders.

Educational Outreach: Local Community

The program adopted a learning process designed to deepen students’ understanding of the fundamental context of society and local communities. Alongside this, students explored the history, cultural diversity, and environmental conditions of the region. They also learned about the role, responsibilities, and over 20 years of operations of the KMUTT Nan Coordination Center, which has conducted long-term work and research utilizing science and technology to improve and enhance the quality of life for farmers and local communities. Students came to realize that meaningful development requires time before outcomes and changes become evident.

The experiential learning extended into hands-on activities within the community: preparing soil for vegetable cultivation, seedling propagation, crop care, harvesting coffee beans, trekking along the Nam Mang stream to forage forest resources with villagers, and learning to weave vine bracelets from the Mlabri ethnic group.

On the final day, the students visited the founder of “Ban Thua Lisong”, a KMUTT alumnus, who inspired them with insights on community development enterprises and value creation for agricultural products.

Project name: “Run for Children – Bo Kluea Run 2025”

Educational Outreach: Local Community, Alumni

The Office of Student Affairs led a group of 22 students to participate in the “ Run for Children – Bo Kluea Run 2025” held in Bo Kluea District, Nan Province. On this occasion, the students also attended a briefing session at the university’s community engagement area, Social Lab, under the KMUTT Nan Coordination Center.

The session was honored by the presence of Dr. Krissanapong Kiratikorn, University Advisor; Assoc. Prof. Dr. Sakrin Phurirattanaphan, University Advisor; Assoc. Prof. Dr. Suvit Saetia, President of KMUTT; and Mr. Suren Thapanangkul, Director of the Promotion and Support Center for the Royal Project Foundation and Royal Initiative Projects. They provided insights and information on the operations of the KMUTT Nan Coordination Center, which is dedicated to improving the quality of life of local communities, both within Nan and in other regions across Thailand. This mission aligns with the university’s four core mandates: teaching and learning, research, academic services, and the preservation of arts and culture.

Project name: KMUTT has collaborated with the Community and Mountain Area Development Foundation to hold consultations with community leaders in Tha Ton Subdistrict, Mae Ai District, Chiang Mai Province, which was affected by the disaster of flooding and mudslides.

Educational Outreach: Local Community, Alumni

The discussions addressed current conditions characterized by economic, social, and environmental deterioration and the rise of consumerism, with the aim of jointly identifying pathways for community development through group consolidation, collaborative learning, strengthening community and youth capacity, water management, land use planning, and community waste management.

The delegation also conducted a field study in the midstream area of the Kok River, holding consultations with community leaders in Tha Ton Subdistrict, Mae Ai District, Chiang Mai Province, which had recently suffered from flooding and mudslides, resulting in damage to homes and agricultural land.

Subsequently, they continued to the downstream communities of the Kok River, engaging in discussions with Phra Khru Apichai, Abbot of Wat Sop Kok and Ecclesiastical Head of Ban Saeo Subdistrict, along with agricultural leaders, Mekong River fishing leaders, river conservation groups, and graduate students conducting research on flood impacts and community adaptation along the Mekong River in relation to the “Hungry River” phenomenon. The objective was to explore strategies to reduce the impact on local livelihoods, support occupational adaptation, and mitigate disruptions to the ecosystem—such as species extinction, declining fish populations, and the loss of bird nesting grounds due to rising water levels—as well as impacts on agriculture and inland fisheries caused by regulated water releases from dams in China.

Project name: The Royal Project–Style Highland Development Program at Ban Huai Fong School, Chaloem Phra Kiat District, organized an educational field trip for students to cultural learning sites, exploring local ways of life, arts, and traditions under the “Preserve Our Homeland”

Educational Outreach: Displaced people

Ban Huai Fong School, Chaloem Phra Kiat District, organized a cultural and traditional field learning activity under the “Preserve Our Homeland” for 25 students from Kindergarten Levels 2 and 3, accompanied by 7 teachers. The group visited Suan Than, a learning site under the KMUTT Nan Coordination Center, in Bo Kluea District, Nan Province, on Wednesday, 12 March 2025.

Similarly, Ban Yod Doi Watthana School, Bo Kluea District, organized an integrated educational field trip for 30 students from Kindergarten and Grade 1, along with 12 teachers. The group also visited Suan Than, at the KMUTT Nan Coordination Center, Bo Kluea District, Nan Province, on Wednesday, 19 March 2025.

Project name: The executive team of King Mongkut’s University of Technology Thonburi (KMUTT), together with researchers from the Promotion and Support Center for the Royal Project Foundation and Royal Initiative Projects (RSC), and lecturers from Rajamangala University of Technology Lanna

Educational Outreach: Local community, Displaced people, Alumni

The years 2024–2025, KMUTT has received funding from the Thai Health Promotion Foundation (ThaiHealth) to advance the development of the Super Aor Sor Mor.It was found that the Super Aor Sor Mor play a crucial role in supporting community healthcare and alleviating the workload of health officers, particularly in caring for diabetic and hypertensive patients, the elderly, and pregnant women. Under this project, a radio communication system has been installed for the Super Aor Sor Mor to enhance their capacity for communication in emergency situations.

Furthermore, discussions were held with agricultural leaders to improve the efficiency of black pig farming. The visit also included follow-ups on teaching and learning activities, as well as a review of the challenges faced in implementing the MOVE Project (Development of Thai language speaking, reading, and writing skills) at the Mobile Classroom in Ban U Lu, Mae Khong Subdistrict, and Ban Sao Hin School, Sao Hin Subdistrict, in Mae Sariang District, Mae Hong Son Province.

Project name: Seed Scape, the project for nurturing good seeds to empower children and youth—Fund for Education, Learning, and Career Development, Year 3 (Seed Scape #3)—is organized by the Fund for Education, Learning, and Career Development of King Mongkut’s University of Technology Thonburi (KMUTT).

Educational Outreach: Local community, Displaced people, Alumni

The initiation of Seed Scape #3 stemmed from the Problem recognition of faced by children and youth within the Fund, most of whom come from highland or remote areas. These young individuals often struggle to adapt to new environments or social settings, are reluctant to express themselves, and lack self-confidence. In response to these issues, the Seed Scape initiative was established and has now been conducted for the third consecutive year. 28 April to 2 May 2024 at King Mongkut’s University of Technology Thonburi (KMUTT). A total of 29 children and youth from six provinces participated, supported by over 20 KMUTT student volunteers who served as mentors.

Seed Scape #3 provided participants with opportunities to broaden their educational horizons through off-campus learning experiences, along with self-development activities aimed at building confidence. They also engaged in career exploration workshops across multiple disciplines, including:

1.Basic dessert and food preparation 2.Introduction to engineering design principles 3.Photography skills 4.Making laundry soap from used cooking oil

From this year’s implementation of Seed Scape #3, it was evident that the children and youth in the Fund gained new experiences through expanded learning perspectives, practiced adapting to new environments, and developed social skills to build self-confidence—valuable qualities that they can carry forward into their future.

Project name: The Royal Project and Royal Initiative Support and Promotion Center,King Mongkut’s University of Technology Thonburi, Nan Campus,

organized a local science enrichment activity.

Educational Outreach: Local community, Alumni

The activity on breeding Pla Mun fish was organized for 25 students in Grade 4 and Grade 6 from Ban Bo Luang School, Bo Kluea District, Nan Province. The program provided general knowledge about Pla Mun, including pond preparation, broodstock selection, breeding techniques, and fry nursing.The students gained both theoretical and practical experience, successfully breeding and rearing 100,000 one-month-old Pla Mun fry.

On 1 July 2025, the Royal Project and Royal Initiative Support and Promotion Center, in collaboration with Mr. Natthaphat Upajak, the School Director, and the teaching staff of Ban Bo Luang School, released 100,000 Pla Mun fry back into nature (rice fields within the community).

Project name: The President of KMUTT, along with the University Advisors, the Advisor to the President, and researchers, visited to monitor the progress of ongoing efforts in support of the Nondindaeng Royal Project Agricultural Research and Development Station and the Nondindaeng Royal Factory Community Enterprise in Buriram Province.

Educational Outreach: Local community, Displaced people, Alumni

The delegation visited agricultural plots where clean planting stock, sourced from the demonstration plots at Khlong Pong —jointly developed by KMUTT and NSTDA—was being tested by five local farmers. More than 45,000 clean planting stems had been distributed to these farmers.the delegation traveled to visited the preparation of cantaloupe cultivation plots and visited the cassava variety research fields of the Pakham Higher Education Learning Center, Buriram Rajabhat University, where discussions were held regarding potential collaboration with the Vice President and supervising faculty members. They then proceeded to review the status and progress of greenhouse cultivation systems at the Nondindaeng Royal Project Agricultural Research and Development Station, where 10 greenhouses have been constructed for growing melons, Hong Kong kale, tomatoes, figs, and blackberries. Subsequently, together with Theerapat Foods Co., Ltd., the delegation visited the agricultural plots of Ms. Pui (Young Smart Farmer), where preparations are underway for bamboo greenhouses to cultivate cantaloupe using a hydroponic system, and they met with villagers of Khlong Pong Village, who plan to jointly cultivate cantaloupe within the community. a meeting was held to hear progress reports from the community enterprise and to discuss strategies for promoting cantaloupe cultivation in collaboration with Theerapat Foods Co., Ltd. Afterwards, they visited the preparation areas for cantaloupe and melon cultivation in the greenhouses of Nondindaeng Vocational College, with representatives from Theerapat Foods Co., Ltd. accompanying the visit. The college also led the delegation to inspect a cantaloupe trial plot that was facing challenges related to water scarcity and plant diseases, prompting discussions on future solutions.

Project name : King Mongkut’s University of Technology Thonburi (Ratchaburi Campus) organized the exhibition “Holistic Learning Design through Local Resource-Based Education by Schools in Ratchaburi Province” at the General Education Building, King Mongkut’s University of Technology Thonburi (Ratchaburi Campus).

Educational Outreach: Local community, Alumni

This initiative stems from the collaboration between the Lifelong Learning Development Center, KMUTT Ratchaburi, and the Native Bee and Pollinator Research Center, KMUTT Ratchaburi, which jointly developed the curriculum “Bee and Stingless Bee School” under three research projects:

1.Development of Problem-Solving Processes for All Age Groups – including secondary school students, university students, and working adults – through experiential learning and transformative learning, supported by facilitative learning skills in the KMUTT Ratchaburi service area, funded by the Fundamental Fund.

2.“Bee and Stingless Bee School” Curriculum for the holistic development of youth in Ratchaburi Province, funded by KMUTT Ratchaburi.

3.Holistic Learning Development for Students of Ban Huai Phak School, Suan Phueng District, Ratchaburi, through the “Stingless Bee School” curriculum, supported by the Educational Quality Development Project with Higher Education Institutions as Mentors.

Project name : Enjoy Careers

Educational Outreach: Local community, Alumni

On 21–22 July 2025,King Mongkut’s University of Technology Thonburi (Ratchaburi Campus) organized the project “Enjoy Careers” to provide students in Ratchaburi Province with the opportunity to learn about and experience various professions through hands-on activity stations.

Asst. Prof. Thanitsorn Jiraprashai, Vice President of KMUTT Ratchaburi, presided over the opening ceremony.

On the first day, students from Ban Boeik Phrai School, Ban Pong Krathing School, Wat Nong Phan Chan School, and Rujiraphat School participated.

The second day continued with students from Ban Tako Lang School, Thammasat–Chula 2 School, Ban Lam Phra School, and Maharaj 7 School joining the activities.

The program offered five practical activity stations, including:

1. Electrical Circuit Assembly

2. Electric and Mechanical Engines

3. Civil Engineering

4. Robotics Training

5. Lathe and Machining Technology

This project aims to encourage students to explore their interests in various career fields, develop practical skills, and gain inspiration for future educational and career planning.

Project name : “English Mentoring Camp at Ban Nong Kha School” under the Community Development Volunteer Project

Educational Outreach: Local community, Displaced people, Alumni

On 10–11 May 2025, the RC Forest Ants Club organized the activity “English Mentoring Camp at Ban Nong Kha School” under the Community Development Volunteer Project.The objective of this initiative was to strengthen the foundational knowledge of English among primary school students through enjoyable and diverse learning activities such as Speaking, Writing, Role Play, Animal Mask Painting, and My Little Book.

This activity enabled students to become more confident in expressing themselves and to embrace English learning in a natural and positive manner. The children began to perceive that English is no longer intimidating, and they were inspired to develop confidence in using the language in their daily lives.

This project not only enhanced linguistic skills but also fostered meaningful connections between KMUTT Ratchaburi students and the students of Ban Nong Kha School, creating a warm environment for sharing knowledge, smiles, and inspiration.

4. Sustainable Literacy

King Mongkut’s University of Technology Thonburi (KMUTT) has a clear policy to develop the University towards sustainability capability, ensuring balance across the dimensions of People (social aspect), Planet (environmental aspect), and Prosperity (organizational aspect).

One of the key goals is the creation and development of Change Agents with Green Heart who are environmentally conscious. This is achieved through an Inclusive system by utilizing the Sufficiency Economy Philosophy for Sustainable Development Goals (SEP for SDGs) framework to mold people into competent thinkers and developers who are committed to creating socially and environmentally responsible innovations, possessing a deep understanding of the Sustainable Development Goals (SDGs DNA). This commitment is also crucial for achieving Carbon Neutrality by 2040 (KMUTT Carbon Neutrality 2040), which is why the University promotes energy management, energy efficiency, and the reduction of greenhouse gas emissions across all its operational processes.

To integrate this work, with the shared goal of developing students and personnel among internal units and to compile activities from various units that promote the development of students and personnel into Change Agents with Green Heart, a development database for students and personnel is being established. This aims to elevate the development of KMUTT students and personnel into Change Agents with Green Heart and enable them to expand the sustainability concepts further.

To ensure the efficient, effective, and sustainable operation of this process, the University Working Group requests the collaboration of all units to compile this development database for students and personnel by surveying the methods used to assess learning abilities at each level. The University has defined four levels of development for students and personnel as follows:

Learning Outcome

Developing Students and Personnel as Change Agents with Green Heart A Change Agent with Green Heart is an individual who effectuates sustainable change, utilizing knowledge and abilities to bring about impactful development leading to sustainability and improving the community and society. This role is based on the principles of sustainable development under the Sufficiency Economy Philosophy (SEP), and considers the balance across the dimensions of Society (People), Environment (Planet), and Economy (Prosperity).

For students to be ready and adaptable to new challenging futures, it is necessary to develop them in multiple dimensions and through various methods, requiring cooperation from all sectors of society. This is done to foster collaboration and drive student development by prioritizing classroom instruction balanced with appropriate extracurricular learning activities.

The approach focuses on creating opportunities and platforms for everyone to participate in student development, fostering learning through activities beneficial to oneself and society, through the project named KMUTT Student Development 360 or KSD 360: All in All.

From the KSD 360: All in All approach, projects resulting from student participation were identified through the development and improvement of the learning process via teaching mechanisms, the development of student activities via the Student Affairs Office, and the development of an environment conducive to learning.

These initiatives aim to develop students into thinkers and developers, using the university environment as a learning site, along with structured development processes combined with practical work experience within both internal and external university units.

Furthermore, these projects encourage and support social participation in creating social change, inspiring students to create works for society, aligning with the goal for KMUTT graduates to be Change Agents with Green Heart (C.A. with G.H.).

In Fiscal Year 2024 (using Academic Year 2566 data for reporting), a total of 67 projects were implemented, with 6,481 students participating, along with over 700 schoolchildren and community members, as demonstrated by the following examples:

“Eng-Volunteer Camp 17” was organized by the Faculty of Engineering from December 23–27, 2023, at Wat Sri Suwannaram School, Thung Thong Sub-district, Tha Muang District, Kanchanaburi Province. The project utilized professional engineering skills to renovate a dilapidated multipurpose building to create an environment conducive to student learning and to enhance the school’s aesthetic appeal. This included renovating the playground, sports field, and nursery, as well as repairing the agricultural plot. Educational and recreational activities were also organized for the students. Over 100 students participated in the camp.

“SIT Volunteer Camp 01” was organized by students of the Faculty of Information Technology from May 3–6, 2024, at Ban Nong Wai School, Nong Krang Sub-district, Bo Phloi District, Kanchanaburi Province.

The students utilized their knowledge and skills to develop a playground based on the Brain-based Learning (BBL) principle and created self-learning media for primary school students.

In addition, infrastructure improvements included renovating tables and chairs for resting, repainting the sickbay (nursing room) and walls, and renovating the Oyster Mushroom nursery to serve as a food production source for student lunches. Educational and recreational activities were also organized for the students. Over 40 students participated in the camp.

In addition, the University integrates the management of student activities to develop students into Change Agents focused on promoting a culture of innovation. This is achieved through integrated cooperation in organizing activities and building a learning ecosystem, which includes budget support aligned with the strategic plan.

In Fiscal Year 2024, more than 15 projects were organized in collaboration with over 10 various units, including both internal and external university organizations.

Examples of the activities are as follows:

Innovation for KMUTT Sustainability 2024: Let’s Create our Future

This activity was organized through the collaboration of the Student Affairs Office, Center for Student Innovation Promotion (Hatch), Center of Excellence in Energy, Environment, Safety, and Occupational Health Management (EESH), and the Building and Grounds Management Office (BGM). It has been running continuously from October 2022 to the present.

The activity fosters student participation in the sustainable development of the university by submitting proposals for a competition of knowledge and ability through the integration of expertise to create beneficial innovations. These innovations aim to improve the quality of life, reduce pollution, and reduce energy consumption, thereby promoting the sustainable development of the university.

In addition, the project integrates the process of developing an Entrepreneurial Mindset through the proposal of new concepts and the incubation of modern marketing concepts, beginning with the development of a Sustainability Mindset in students for the collective good.

SoCHAMP (Social Change Agent Maker Program) to create leaders for social change, was organized by the Student Affairs Office in collaboration with the Center for the Promotion and Support of the Royal Project Foundation and Royal Initiative Projects.

The project allows students to gain experience working in the university’s remote areas (KMUTT Social Lab) and learn about life in underprivileged areas, enabling them to understand diverse differences and learn to adapt to others. This is based on Liberal Arts learning to develop students into “Sustainability Change Agents.” It promotes learning from real-world experience, enabling students to identify various problems and plan/design activities to solve them in the area, such as educational problems in remote areas and community environmental problems, based on student interest. Personnel from the Student Affairs Office and the KMUTT Social Lab faculty serve as advisors throughout the project.

Basic Emergency First Aid and Resuscitation Training Project was held on July 17, 2024.

This was a practical workshop on Cardiopulmonary Resuscitation (CPR) and the use of an Automated External Defibrillator (AED) for first-year students at KMUTT (Ratchaburi).

The objective was for participants to gain knowledge and skills in first aid, including basic resuscitation, enabling them to correctly help injured or sick persons avoid danger before being sent to the hospital, thereby reducing severity and potential loss.

Trainers included the KMUTT EMS Volunteer student team, instructors, and assistant instructors from the KMUTT Community Learning Center for Emergency Medicine (Bang Mod).

KMUTT is now in the process to develop KMUTT Sustainability Strategic Plan 2030 which comply to the university policy and KMUTT Strategic Plan 2030. KMUTT committed to be Sustainable University for SDG 2030 since 2017 which comply the global and national sustainable agenda and to promote the development of sustainability leadership “Green Heart “on our campus. Green Heart ‘s student plays a major role on sustainable activities in KMUTT by using “actions from everyone, everywhere” campaign. KMUTT proud to produce Green heart from our university as change agents to be leader which make social and the world sustainable. By promoting students and personnel to learn, understand and put it into practice for continuous development, knowledge and understanding of sustainable development goals are tested, along with various activities throughout the academic year, in order to use the learning outcomes to improve the learning process and promote sustainable activities so that students and personnel have knowledge, understanding and participation in creating sustainability for society and expanding such sustainability to society and surrounding communities in the future.

King Mongkut’s University of Technology Thonburi is the first public university in Thailand to change its status to a university. Since March 7, 1998, it has developed rapidly and continuously into a research university focusing on science and technology for more than 5 decades. Research is evident and accepted in the field of education and society in general to help build and develop communities, to learn from society, and to conduct research to meet the needs of the community. society and the country. There have been rapid changes in various aspects, both domestically and internationally, such as becoming an aging society.

Disruptive Technology and Digital Technology that affect operations and daily life in various ways, which affect both science, technology, economics, and the education system. This makes Thailand And the university has been affected by various changes, forcing the university to adapt to carry out new missions. Therefore, universities must be prepared. Determine the direction of long-term development in terms of the quality of graduates, the professionalism of students and staff. Leadership in Innovation, Learning, Expertise in Technology, Ecosystem (Ecosystem) to facilitate work. Creating research and innovation that has an impact on the economy. As well as the quality and efficiency of the administrative system by analyzing and forecasting the future in an appropriate period of time. In order for the university to develop to become an entrepreneurial university and become a world-class university. Development Planning The KMUTT Roadmap 2036 has reviewed and adjusted the 15-year University Development Plan (2006-2020) or KMUTT Roadmap 2020 which has been implemented in the final stage of the plan. The KMUTT Roadmap 2036 will be used as a framework for the direction of university development in the next 20 years and as a guide to direct the operation of university administrators in the future. On behalf of the university, I would like to thank all the qualified personnel. Various departments, alumni, and all those who participate in the preparation of the KMUTT development plan. This 20-year KMUTT Roadmap 2036 has been completed and can be used to communicate, raise awareness, understand, and jointly develop King Mongkut’s University of Technology Thonburi towards the same goal.

(Assoc. Prof. Dr. Suvit Saetia) President of King Mongkut’s University of Technology Thonburi

1. Involvement in national / regional SDG policy development

SDG 17: Partnerships for the Goals

Overview of Operations at King Mongkut's University of Technology Thonburi (KMUTT)

Carbon Neutrality Strategy

Aligns with Thailand's Net Zero 2065 and commits to Carbon Neutrality by 2040.

Evidence-Based Decisions

Policy formulation uses research, expert analysis, and scenario modeling to monitor outcomes (MRV).

Outcome-Based Education (OBE)

Learner-centered approach using general education and field trips to address community problems.

Course Integration (72.97%)

72.97% of courses (2025) integrate sustainability, including energy, environment, and social policies.

Adaptive Management

Policy supports continuous data/expert analysis to ensure adaptive mitigation and adaptation strategies.

Sustainable Infrastructure

Promotes low-carbon transport (EV, bike share) and expanding green building standards.

Carbon Management Platform (EEC)

Partnership with NSTDA/FTI/EEC to calculate GHG emissions and provide clean technology consultation for industries.

"Phra Nakhon Khiri Model"

Zero Waste Learning Center prototype with Ministry of Energy and Phetchaburi Municipality for coastal waste management.

Volunteer & Community Programs

Student/researcher groups model scalable solutions (IT for knowledge access, clean energy) in learning villages.

Zero Waste to Landfill Policy

Uses waste segregation, recycling, composting, and organic conversion into biogas/fertilizer.

Energy Transformation

Focuses on increasing renewable energy share (solar rooftop) and efficiency across operations.

Carbon Platform Press Conf.

Success announcement (Sep 10, 2025) with NSTDA, TGO, EEC, FTI, covering climate policy and green finance.

MOU: Phetchaburi Waste Center

Signed with Phetchaburi Municipality (Sep 2, 2025) to launch “RETURN-NA” Zero Waste prototype.

MOU: Academic Network

Signed with 31 secondary schools (Aug 2025) for academic collaboration and AI workshop.

MOU: National Data Institute

Signed (Dec 2024) for personnel development in data analysis, AI, and Big Data joint projects.

Presidential Dialogue (Intl.)

“Sustainable Future for Higher Education” (Aug 2025) with partners (Campus France, British Council, Japan).

MOU: Sustainable Aluminum

Collaboration with Univ. of Toyama (July 2024) for sustainable aluminum manufacturing and recycling.

Carbon Platform Research

Collaboration with NSTDA, TISTR, FTI, resulting in >250 enterprise registrations and 3 workshops.

Waste-to-Energy Survey

Joint research with Mahidol, Silpakorn, and Burapha Universities on surveys for waste-to-energy/RDF projects.

Social Design Institute

Launched with Chiba University (Japan) focusing on community resilience to global warming.

Pharma & Vaccine Global Collab

Part of $620M Australian initiative (CSIRO, BIOTEC, GPO) for resilient health systems.

National Digital Logistics

Collaboration with NT on the National Single Window (NSW) system via KMUTT's LOGEX center.

Smart Agriculture Research

Partnership with Turnkey Communication Service (May 2025) on IoT/AI/robotics for crops.

72.97% SDG Course Integration

High integration of environment/sustainability topics across the university curriculum (2025 data).

Carbon Neutrality 2040 Target

A commitment 25 years ahead of Thailand's national target (Net Zero 2065).

>250 Enterprise Registrations

Enterprises engaged with the Carbon Management Platform for capacity building and GHG reduction.

31 Secondary Schools Added

Expanded Academic Cooperation Network in 2025 for joint academic agreements.

Autonomous EV Bus Launch

Successfully launched Thailand's first autonomous electric bus prototype with 5G technology.

Government Advisory Role

Personnel advised government on 35 policies (2025), including Vice Minister roles in science/technology.

Collaboration with Industry

Considers the industrial sector a key partner, developing innovation alliances both domestically and internationally.

Core Values: Collective Impact

Fosters internal and external collaboration to co-create positive impacts for society and the nation.

Stakeholder Collaboration (HR)

Drives organizational development by fostering collaboration with stakeholders at all levels.

Carbon Neutrality 2040

Highlights collaboration with national and international networks to achieve carbon neutrality goals.

A) Collaboration & Partnerships

KMUTT CoLab & MOUkmutt.ac.th MOU – All Postskmutt.ac.th MOU Update (96937)kmutt.ac.th Collaboration (96192)kmutt.ac.th Collaboration (96791)kmutt.ac.th Collab News (96836)kmutt.ac.th Partnership News (96888)kmutt.ac.th Partnership (95991)kmutt.ac.th KMUTT News (96865)kmutt.ac.th

B) Education & Curriculum

KMUTT Curriculumkmutt.ac.th Sustainable Coursessustainable.kmutt.ac.th KMUTT QF Documentregis.kmutt.ac.th

C) Sustainability & SDG Activities

SDG Newssustainable.kmutt.ac.th Green Nudges Booksustainable.kmutt.ac.th SDG Activitiessustainable.kmutt.ac.th SDG Annual Reportsustainable.kmutt.ac.th

D) KMUTT News & Featured

Featured Newskmutt.ac.th KMUTT News (Page 4)kmutt.ac.th KMUTT News (96586)kmutt.ac.th SDGs Update (96234)kmutt.ac.th KMUTT News (96067)kmutt.ac.th News (62730)kmutt.ac.th News (87887)kmutt.ac.th News (39884)kmutt.ac.th

E) PR & External Communication

PR – Who’s Newspr.kmutt.ac.th Inside KMUTTfacebook.com Social Lab – FBfacebook.com KMUTT Communityfacebook.com

F) Social Lab KMUTT

Social Lab Originsociallab.kmutt.ac.th

G) KMUTT Ratchaburi Research

Ratchaburi Researchratchaburi.kmutt.ac.th

Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development

17.2 RELATIONSHIPS TO SUPPORT THE GOALS

RESEARCH COLLABORATION AGREEMENT SIGNING: KMUTT AND GREATER PHARMA CO., LTD. ON BIOPHARMACEUTICAL AND ATMPS PRODUCTION SCALE-UP INNOVATION

2. Cross sectoral dialogue about SDGs Initiate and participate in cross-sectoral dialogue about the SDGs, e.g. conferences involving government or NGOs

3. International Collaboration data gathering for SDGs Participate in international collaborations or measuring data for the develop

4. Collaboration for SDG best practice Through international collaboration and research, review comparative approaches and develop international best practice on tackling the SDGs

5. Collaborate with NGOs to tackle the SDGs though : student volunteering programmes, research programmes, or development of educational resources

17.3 PUBLICATION OF SDG REPORTS

1. KMUTT Publication of SDG reports

17.4 EDUCATION FOR THE SDGS

1. Education for SDGs commitment to meaningful education Have a commitment to meaningful education around the SDGs across the university, relevant and applicable to all students

2. Related information on our university as a body having dedicated courses (full degrees, or electives) that address sustainability and the SDGs.

3. Related information on our university as a body having dedicated outreach educational activities for the wider community, which could include alumni, local residents, displaced people

4. Sustainable Literacy

Carbon Neutrality Strategy

Evidence-Based Decisions

Outcome-Based Education (OBE)

Course Integration (72.97%)

Adaptive Management

Sustainable Infrastructure

Carbon Management Platform (EEC)

"Phra Nakhon Khiri Model"

Volunteer & Community Programs

Zero Waste to Landfill Policy

Energy Transformation

Carbon Platform Press Conf.

MOU: Phetchaburi Waste Center

MOU: Academic Network

MOU: National Data Institute

Presidential Dialogue (Intl.)

MOU: Sustainable Aluminum

Carbon Platform Research

Waste-to-Energy Survey

Social Design Institute

Pharma & Vaccine Global Collab

National Digital Logistics

Smart Agriculture Research

72.97% SDG Course Integration

Carbon Neutrality 2040 Target

>250 Enterprise Registrations

31 Secondary Schools Added

Autonomous EV Bus Launch

Government Advisory Role

Collaboration with Industry

Core Values: Collective Impact

Stakeholder Collaboration (HR)

Carbon Neutrality 2040