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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Bibliographic Details
Main Authors: Hongyue Zhen, Hefeng Zhai, Weizhe Ma, Ligang Zhao, Yixuan Weng, Yuan Xu, Jun Shi, Xiaofeng He
Format: article
Language:EN
Published: Elsevier 2022
Subjects:
TD3
Online Access:https://doaj.org/article/c86980c64de74a089d63e76c876a750a
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