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District Cooling System Control for Providing Operating Reserve Based on Safe Deep Reinforcement Learning Journal article
Peipei Yu, Hongcai Zhang, Yonghua Song, Hongxun Hui, Ge Chen. District Cooling System Control for Providing Operating Reserve Based on Safe Deep Reinforcement Learning[J]. IEEE Transactions on Power Systems, 2024, 39(1), 40 - 52.
Authors:  Peipei Yu;  Hongcai Zhang;  Yonghua Song;  Hongxun Hui;  Ge Chen
Favorite | TC[WOS]:13 TC[Scopus]:16  IF:6.5/7.4 | Submit date：2023/07/12
District Cooling System  Operating Reserve  Model-free Control  Safe Deep Reinforcement Learning  
District cooling system control for providing regulation services based on safe reinforcement learning with barrier functions Journal article
Peipei Yu, Hongcai Zhang, Yonghua Song. District cooling system control for providing regulation services based on safe reinforcement learning with barrier functions[J]. Applied Energy, 2023, 347, 121396.
Authors:  Peipei Yu;  Hongcai Zhang;  Yonghua Song
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:10.1/10.4 | Submit date：2023/07/12
Safe Deep Reinforcement Learning  District Cooling System  Frequency Regulation Service  Control Barrier Function  
Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Huang, Chao, Zhang, Hongcai, Wang, Long, Luo, Xiong, Song, Yonghua. Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management[J]. Journal of Modern Power Systems and Clean Energy, 2022, 10(3), 743-754.
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
Adobe PDF | Favorite | TC[WOS]:33 TC[Scopus]:40  IF:5.7/5.4 | Submit date：2022/06/19
Demand Response  Deep Reinforcement Learning  Discrete-continuous Action Space  Home Energy Management  Safe Reinforcement Learning