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

• المؤلفون الرئيسيون: Hu, Chunchao, Cai, Zexiang, Zhang, Yanxu, Yan, Rudai, Cai, Yu, Cen, Bowei
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Microgrid Operation; Hybrid Energy Storage System
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164380
• المؤسسة: 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...