Quasi-deterministic Proxy for Network-constrained Stochastic Unit Commitment
Original Paper|更新时间:2025-07-30
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Quasi-deterministic Proxy for Network-constrained Stochastic Unit Commitment
“Researchers have made significant strides in addressing the network-constrained stochastic unit commitment problem. They developed a quasi-deterministic proxy that closely mirrors the commitment decisions of the stochastic unit commitment problem while maintaining computational efficiency akin to deterministic problems. This proxy uses a systematic method to assess decision quality, validated through a case study on the Illinois 200-bus system.”
Journal of Modern Power Systems and Clean EnergyVol. 13, Issue 4, Pages: 1167-1175(2025)
作者机构:
State Grid Economic Technology Research Institute, Beijing, China
Department of Integrated Systems Engineering and the Department of Electrical and Computer Engineering, The Ohio State University, Columbus, OH 43210, USA
作者简介:
Xuan Liu received the B.Eng. degree from the Department of Electrical Engineering, Tsinghua University, Beijing, China, in 2018, and the M.S. and Ph.D. degrees from the Department of Electrical and Computer Engineering, The Ohio State University, Columbus, USA, in 2019 and 2024, respectively. He is currently an Engineer with State Grid Economic Technology Research Institute, Beijing, China. His research interests include electricity market, power system operation and planning, optimization theory and its application.e-mail: liuxuan@chinasperi.sgcc.com.cn
Antonio J. Conejo received the M.S. degree from the Massachusetts Institute of Technology, Cambridge, USA, in 1987, and the Ph.D. degree from the Royal Institute of Technology, Stockholm, Sweden, in 1990. He is currently a Professor in the Department of Integrated Systems Engineering and the Department of Electrical and Computer Engineering, The Ohio State University, Columbus, USA. His research interests include control, operation, planning, economics, and regulation of electric energy system, as well as statistics and optimization theory and its application.e-mail: conejo.1@osu.edu)).
Liu Xuan,Conejo Antonio J..Quasi-deterministic Proxy for Network-constrained Stochastic Unit Commitment[J].Journal of Modern Power Systems and Clean Energy,2025,13(04):1167-1175.
DOI:
Liu Xuan,Conejo Antonio J..Quasi-deterministic Proxy for Network-constrained Stochastic Unit Commitment[J].Journal of Modern Power Systems and Clean Energy,2025,13(04):1167-1175. DOI: 10.35833/MPCE.2024.001046.
Quasi-deterministic Proxy for Network-constrained Stochastic Unit Commitment