A soft actor-critic deep reinforcement learning method for multi-timescale coordinated operation of microgrids

• Main Authors: Hu, Chunchao, Cai, Zexiang, Zhang, Yanxu, Yan, Rudai, Cai, Yu, Cen, Bowei
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Electrical and electronic engineering; Microgrid Operation; Hybrid Energy Storage System
• 在線閱讀: https://hdl.handle.net/10356/164380
• 機構: Nanyang Technological University

This paper develops a multi-timescale coordinated operation method for microgrids based on modern deep reinforcement learning. Considering the complementary characteristics of different storage devices, the proposed approach achieves multi-timescale coordination of battery and supercapacitor by intr...