Design and tests of reinforcement-learning-based optimal power flow solution generator

Optimal power flow (OPF) is a very traditional problem in the research field of power systems. In this paper, an OPF solution generator based on reinforcement learning (RL) is proposed. The solution process of OPF is modeled as a one-step Markov Decision Process (MDP) and is solved using the Twin De...

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Autores principales: Hongyue Zhen, Hefeng Zhai, Weizhe Ma, Ligang Zhao, Yixuan Weng, Yuan Xu, Jun Shi, Xiaofeng He
Formato: article
Lenguaje:EN
Publicado: Elsevier 2022
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TD3
Acceso en línea:https://doaj.org/article/c86980c64de74a089d63e76c876a750a
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