Power balance control of RES integrated power system by deep reinforcement learning with optimized utilization rate of renewable energy

A power balance control method is proposed for renewable energy source (RES) integrated power systems based on deep reinforcement learning (DRL), with the reasonable utilization rate of renewable energy optimized. This method considers the dispatching problems of a high-proportion renewable energy g...

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Bibliographic Details
Main Authors: Tongxin Wei, Xiaodong Chu, Dong Yang, Huan Ma
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235248472200470X