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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  
实时电价机制下基于复合两端采样强化学习的区域供冷系统需求响应运行控制 Journal article
宋永華, 餘佩佩, 張洪財. 实时电价机制下基于复合两端采样强化学习的区域供冷系统需求响应运行控制[J]. 中國科學技術科學 SCIENTIA SINICA Technologica, 2023, 53(10), 1699-1712.
Authors:  宋永華;  餘佩佩;  張洪財
Favorite | TC[Scopus]:0 | Submit date：2023/07/12
Compound Secondary Sampling Experience Reply  Demand Response Control  District Cooling System  Ice Storage  Real-time Price  Reinforcement Learning  
Frequency Regulation Capacity Offering of District Cooling System: An Intrinsic-motivated Reinforcement Learning Method Journal article
Yu, Peipei, Zhang, Hongcai, Song, Yonghua, Hui, Hongxun, Huang, Chao. Frequency Regulation Capacity Offering of District Cooling System: An Intrinsic-motivated Reinforcement Learning Method[J]. IEEE Transactions on Smart Grid, 2022, 14(4), 2762-2773.
Authors:  Yu, Peipei;  Zhang, Hongcai;  Song, Yonghua;  Hui, Hongxun;  Huang, Chao
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:8.6/9.6 | Submit date：2023/01/30
Demand Response  Capacity Offering  District Cooling System  Reinforcement Learning  Intrinsic-motivation  
Time-efficient Strategic Power Dispatch for District Cooling Systems Considering Evolution of Cooling Load Uncertainties Journal article
Chen, Ge, Yan, Biao, Zhang, Hongcai, Zhang, Dongdong, Song, Yonghua. Time-efficient Strategic Power Dispatch for District Cooling Systems Considering Evolution of Cooling Load Uncertainties[J]. CSEE Journal of Power and Energy Systems, 2022, 8(5), 1457-1467.
Authors:  Chen, Ge;  Yan, Biao;  Zhang, Hongcai;  Zhang, Dongdong;  Song, Yonghua
Favorite | TC[WOS]:9 TC[Scopus]:12  IF:6.9/6.9 | Submit date：2023/01/30
District Cooling System  Hvac  Cooling Power Dispatch  Demand-side Flexibility  Chance-constrained Programming  
Frequency Regulation Capacity Offering of District Cooling System Based on Reinforcement Learning Conference paper
Peipei Yu, Hongxun Hui, Hongcai Zhang, Chao Huang, Yonghua Song. Frequency Regulation Capacity Offering of District Cooling System Based on Reinforcement Learning[C], 2022.
Authors:  Peipei Yu;  Hongxun Hui;  Hongcai Zhang;  Chao Huang;  Yonghua Song
Favorite | TC[Scopus]:0 | Submit date：2023/01/30
Regulation Capacity Offering  Demand Response  District Cooling System  Deep Reinforcement Learning  
Strategical district cooling system operation with accurate spatiotemporal consumption modeling Journal article
Yan, Biao, Chen, Ge, Zhang, Hongcai, Wong, Man Chung. Strategical district cooling system operation with accurate spatiotemporal consumption modeling[J]. ENERGY AND BUILDINGS, 2021, 247, 111165.
Authors:  Yan, Biao;  Chen, Ge;  Zhang, Hongcai;  Wong, Man Chung
Favorite | TC[WOS]:11 TC[Scopus]:11  IF:6.6/6.7 | Submit date：2021/09/09
District Cooling System  Energy Efficiency  Operation Optimization  Spatiotemporal Modeling  Thermal Comfort  
Optimal power dispatch for district cooling system considering cooling water transport delay Conference paper
Ge Chen, Biao Yan, Hongcai Zhang, Yonghua Song. Optimal power dispatch for district cooling system considering cooling water transport delay[C]:IEEE, 2020.
Authors:  Ge Chen;  Biao Yan;  Hongcai Zhang;  Yonghua Song
Favorite | TC[Scopus]:5 | Submit date：2021/05/13
District Cooling System  Power Dispatch  Hvac  Water Transport Delay