Real-time power system dispatch scheme using grid expert strategy-based imitation learning

With large-scale grid integration of renewable energy sources (RES), power grid operations gradually exhibit the new characteristics of high-order uncertainty, leading to significant challenges for system operational security. Traditional model-driven generation dispatch methods require large comput...

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Bibliographic Details

Published in:	International Journal of Electrical Power & Energy Systems
Main Authors:	Siyang Xu, Jiebei Zhu, Bingsen Li, Lujie Yu, Xueke Zhu, Hongjie Jia, Chi Yung Chung, Campbell D. Booth, Vladimir Terzija
Format:	Article
Language:	English
Published:	Elsevier 2024-10-01
Subjects:	Real-time dispatch Imitation learning Grid export strategy N-1 security operation Reinforcement learning
Online Access:	http://www.sciencedirect.com/science/article/pii/S0142061524003697