Multi-Agent Automatic Power Generation Control Based on High Dimensional Collaborative Soft Actor-Critic
Power Grid Frequency Regulation and Load Optimization Control|更新时间:2025-10-11
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Multi-Agent Automatic Power Generation Control Based on High Dimensional Collaborative Soft Actor-Critic
“The increase in the penetration rate of new energy has led to unstable power grid frequency. Experts are exploring multi-agent reinforcement learning methods to effectively address the problem of deteriorating control performance.”
Southern Power System TechnologyVol. 19, Issue 4, Pages: 93-106(2025)
作者机构:
1.三峡大学电气与新能源学院,湖北 宜昌 443002
2.国网湖北省电力有限公司电力科学研究院, 武汉 430077
3.梯级水电站运行与控制湖北省重点实验室(三峡大学), 湖北 宜昌 443002
4.输变电装备技术全国重点实验室(重庆大学),重庆 400044
5.北京交通大学电气工程学院, 北京 100044
作者简介:
基金信息:
the National Natural Science Foundation of China(52277108;52477104)
LIU Dan,REN Jianyu,XI Lei,et al.Multi-Agent Automatic Power Generation Control Based on High Dimensional Collaborative Soft Actor-Critic[J].Southern Power System Technology,2025,19(04):93-106.
LIU Dan,REN Jianyu,XI Lei,et al.Multi-Agent Automatic Power Generation Control Based on High Dimensional Collaborative Soft Actor-Critic[J].Southern Power System Technology,2025,19(04):93-106. DOI: 10.13648/j.cnki.issn1674-0629.2025.04.008.
Multi-Agent Automatic Power Generation Control Based on High Dimensional Collaborative Soft Actor-Critic