Intelligence-driven Grid-forming Converter Control for Islanding Microgrids
Original Paper|更新时间:2025-07-30
|
Intelligence-driven Grid-forming Converter Control for Islanding Microgrids
“Introducing research progress in microgrid technology. Experts have developed an intelligence-driven grid-forming converter control method using a robustness-guided neural network. This innovation replaces traditional controllers, enhancing adaptability and stability in islanding microgrids. The method significantly reduces overshoots and improves damping, offering faster stabilization and suppressing interactions between state variables.”
Journal of Modern Power Systems and Clean EnergyVol. 13, Issue 4, Pages: 1310-1322(2025)
作者机构:
Department of Electrical Engineering, School of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, Thailand
School of International and Interdisciplinary Engineering Programs, School of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, Thailand
Kyushu Institute of Technology, Fukuoka 804-8550, Japan
作者简介:
Issarachai Ngamroo received the B.Eng. degree in electrical engineering from the King Mongkut’s University of Technology Ladkrabang (KMITL), Bangkok, Thailand, in 1992, and the M.Eng. and Ph.D. degrees in electrical engineering from Osaka University, Osaka, Japan, in 1997 and 2000, respectively. He is currently a Professor with the Department of Electrical Engineering, School of Engineering, KMITL. His research interests include power system stability, dynamics, and control.e-mail: issarachai.ng@kmitl.ac.th
Tossaporn Surinkaew received the Ph.D. degree in electrical engineering from Central Queensland University, Rockhampton, Australia, in 2022. He is currently a Lecturer with the School of International and Interdisciplinary Engineering, School of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand. His research interests include power system modeling, computation, and control, with a particular emphasis on future power grid stability.e-mail: tossaporn.su@kmitl.ac.th
Yasunori Mitani received the B.Sc., M.Sc., and D.Eng. degrees in electrical engineering from Osaka University, Osaka, Japan, in 1981, 1983, and 1986, respectively. From 1994 to 1995, he was a Visiting Research Associate with the University of California at Berkeley (UC Berkeley), Berkeley, USA. From 2016 to 2018, he was the President of the Institute of Electrical Engineers of Japan (IEEJ), Power and Energy Society. He is currently the President of the Kyushu Institute of Technology, Fukuoka, Japan. His research interests include power system stability, dynamics, and control.e-mail: mitani@ele.kyutech.ac.jp
Ngamroo Issarachai,Surinkaew Tossaporn,Mitani Yasunori.Intelligence-driven Grid-forming Converter Control for Islanding Microgrids[J].Journal of Modern Power Systems and Clean Energy,2025,13(04):1310-1322.
DOI:
Ngamroo Issarachai,Surinkaew Tossaporn,Mitani Yasunori.Intelligence-driven Grid-forming Converter Control for Islanding Microgrids[J].Journal of Modern Power Systems and Clean Energy,2025,13(04):1310-1322. DOI: 10.35833/MPCE.2024.001157.
Intelligence-driven Grid-forming Converter Control for Islanding Microgrids
A Robust Short-circuit Calculation Method for Islanded, Grid-connected, and Utility Microgrids
Power Synchronization Compensation Strategy Based on Second-order Compensation Links for Voltage-controlled Inverters in Microgrids
Comparison Between Modal Analysis and Impedance-based Methods for Analysing Stability of Unbalanced Microgrids with Grid-forming Electronic Power Converters
A Review on Robust and Adaptive Control Schemes for Microgrid
Related Author
Luka V. Strezoski
Nikola G. Simic
Kenneth A. Loparo
Jiawei Dong
Chunyang Gong
Jun Bao
Lihua Zhu
Hui Chen
Related Institution
Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia
EECS Department at Case Western Reserve University
the School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University