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Privacy-Preserving Regulation Capacity Evaluation for HVAC Systems in Heterogeneous Buildings based on Federated Learning and Transfer Learning Journal article
Zhenyi Wang, Peipei Yu, Hongcai Zhang. Privacy-Preserving Regulation Capacity Evaluation for HVAC Systems in Heterogeneous Buildings based on Federated Learning and Transfer Learning[J]. IEEE Transactions on Smart Grid, 2023, 14(5), 3535 - 3549.
Authors:  Zhenyi Wang;  Peipei Yu;  Hongcai Zhang
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:8.6/9.6 | Submit date:2023/07/12
Demand Response  Federated Learning  Hvac System  Privacy-preserving  Regulation Capacity  Transfer Learning  
Hardware-in-the-loop Towards Frequency Regulation Service by HVACs with Real-time Digital Simulator Conference paper
Tong Wu, Hongxun Hui, Hongcai Zhang. Hardware-in-the-loop Towards Frequency Regulation Service by HVACs with Real-time Digital Simulator[C]:Institute of Electrical and Electronics Engineers Inc., 2023, 1052 - 1057.
Authors:  Tong Wu;  Hongxun Hui;  Hongcai Zhang
Favorite | TC[Scopus]:2 | Submit date:2023/07/12
Demand Response  Frequency Regulation  Hardware-in-the-loop  Hvac System  Rtds  
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  
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