Search Results for author: Hongyang Lai

Found 2 papers, 0 papers with code

Deep Reinforcement Learning for Optimal Power Flow with Renewables Using Graph Information

no code implementations22 Dec 2021 Jinhao Li, Ruichang Zhang, Hao Wang, Zhi Liu, Hongyang Lai, Yanru Zhang

Considering uncertainties and voltage fluctuation issues introduced by RERs, in this paper, we propose a deep reinforcement learning (DRL)-based strategy leveraging spatial-temporal (ST) graphical information of power systems, to dynamically search for the optimal operation, i. e., optimal power flow (OPF), of power systems with a high uptake of RERs.

reinforcement-learning Reinforcement Learning (RL)

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