Dr Somchat Jiriwibhakorn
Department of Electrical Engineering
Associate professor
Contact details
somchat.ji@kmitl.ac.th
Address
Department of Electrical Engineering
School of Engineering
King Mongkut’s Institute of Technology Ladkrabang
1 Chalongkrung Rd. Ladkrabang
Bangkok 10520
Thailand
Somchat Jiriwibhakorn received the B.Sc. and M.Sc. degrees in electrical engineering from the King Mongkut’s Institute of Technology Ladkrabang (KMITL), Bangkok, Thailand, in 1994 and 1997, respectively, and the Ph.D. degree in electrical engineering from Imperial College London, U.K., in 2000. He was a Lecturer from 1994 to 2002, an Assistant Professor from 2002 to 2006, and has been an Associate Professor since 2006, with the Department of Electrical Engineering, School of Engineering, KMITL. His research interests include power system stability and optimization, power system planning and forecasting, and applications of neural networks and ANFIS in power engineering.
Qualifications
- Ph.D., DIC in Electrical Engineering, Imperial College London, UK, 2000.
- M.Eng in Electrical Engineering, King Mongkut’s Institute of Technology Ladkrabang, Thailand, 1997.
- B.Eng in Electrical Engineering, King Mongkut’s Institute of Technology Ladkrabang, Thailand, 1994.
Biography
Somchat Jiriwibhakorn (Senior Member, IEEE) received the B.Sc. and M.Sc. degrees in electrical engineering from King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand, in 1994 and 1997, respectively, and the Ph.D. degree in electrical engineering from Imperial College London, UK, in 2000. He was a lecturer from 1994 to 2002, assistant professor from 2002 to 2006 and associate professor from 2006 to present at the department of electrical engineering, school of engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand. His research interests are in power system stability, power system optimization, power system planning and forecasting and applications of neural networks and ANFIS in power engineering.
Teaching
- Electrical Power Systems
- Electrical Power System Operation and Control
- Artificial Intelligence in Electrical Power Engineering
- Advanced Topics in Electrical Power System
- Advanced Topics in Neural Networks
- Advanced Topics in Artificial Intelligence
Research fields
- Power System Stability and Optimization
- Power System Planning and Forecasting
- Applications of Neural Networks and ANFIS in Power Engineering
Publications
Recent Publications
Shazia Kanwal and Somchat Jiriwibhakorn “Artificial Intelligence Based Faults Identification, Classification, and Localization Techniques in Transmission Lines-A Review” IEEE LATIN AMERICA TRANSACTIONS, VOL. 21, NO. 12, DECEMBER 2023, Pages 1291-1305, doi: 10.1109/TLA.2023.10305233.
Somchat Jiriwibhakorn “Critical Clearing Time Prediction for Power Transmission Using an Adaptive Neuro-Fuzzy Inference System” IEEE Access, VOL. 11, DECEMBER 2023, Pages 142100-142110, doi: 10.1109/ACCESS.2023.3341968.
Shazia Kanwal and Somchat Jiriwibhakorn “Advanced Fault Detection, Classification, and Localization in Transmission Lines: A Comparative Study of ANFIS, Neural Networks, and Hybrid Methods” IEEE Access, VOL. 12, APRIL 2024, Pages 49017-49033, doi: 10.1109/ACCESS.2024.3384761.
Somchat Jiriwibhakorn and Kamolwan Wongwut “Evaluation of the Power Demand for Economic Load Dispatch Problem Using Adaptive Neuro-Fuzzy Inference System and Artificial Neural Network” IEEE Access, VOL. 12, SEPTEMBER 2024, Pages 108629-108645, doi: 10.1109/ACCESS.2024.3458149.
Shazia Kanwal and Somchat Jiriwibhakorn “Fault Detection in Transmission Lines Using CNN” Conference: 2024 16th International Conference on Information Technology and Electrical Engineering (ICITEE), October 2024, doi:10.1109/ICITEE62483.2024.10808700.
Chenxing Bi and Somchat Jiriwibhakorn “Comparative Analysis of ANN and ANFIS-Based MPPT for Photovoltaic System” International Review of Electrical Engineering (IREE), VOL. 20, No.1, January-February 2025, doi:10.15866/iree.v20i1.26102.
Zhibin Huang and Somchat Jiriwibhakorn “Advanced Short-Term Wind Power Forecasting Based on Adaptive Neuro-Fuzzy Inference System and Artificial Neural Network” International Review of Electrical Engineering (IREE), VOL. 20, No.2, March-April 2025.
Zhibin Huang and Somchat Jiriwibhakorn “Advanced Short-Term Wind Power Forecasting Based on CNN BiLSTM – Lightweight Self-Attention (LWSA)” International Review of Electrical Engineering (IREE), VOL. 20, No.2, March-April 2025.
Chenxing Bi and Somchat Jiriwibhakorn “Design of DC/AC Unidirectional Inverter Based on DSP with Second Order Switching Sequence Control in Photovoltaic DC Nano-grids” International Review of Electrical Engineering (IREE), VOL. 20, No.3, May-June 2025.
Somchat Jiriwibhakorn and Shazia Kanwal “Time Series-Based Fault Detection and Classification in IEEE 9-Bus Transmission Lines Using Deep Learning” IEEE Access, VOL. 13, July 2025, Pages 118135-118146, doi: 10.1109/ACCESS.2025.3586045.
รศ.ดร.สมชาติ จิริวิภากร “จักรกลพยากรณ์ในระบบไฟฟ้ากำลัง (Forecasting Machines in Power Systems)” พิมพ์ครั้งที่ 1 เดือนมิถุนายน 2565, ISBN 978-616-593-369-8, จำนวน 180 หน้า, พิมพ์ที่ ห้างหุ้นส่วนจำกัด มีน เซอร์วิส ซัพพลาย.
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