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Voltage control of distribution grid with district cooling systems based on scenario-classified reinforcement learning Journal article
Peipei Yu, Hongcai Zhang, Zechun Hu, Yonghua Song. Voltage control of distribution grid with district cooling systems based on scenario-classified reinforcement learning[J]. Applied Energy, 2025, 377(Part B), 124415.
Authors:  Peipei Yu;  Hongcai Zhang;  Zechun Hu;  Yonghua Song
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.1/10.4 | Submit date：2024/10/17
Adaptive Tie-line Power Smoothing with Renewable Generation Based on Risk-aware Reinforcement Learning Journal article
Peipei Yu, Hongcai Zhang, Yonghua Song. Adaptive Tie-line Power Smoothing with Renewable Generation Based on Risk-aware Reinforcement Learning[J]. IEEE Transactions on Power Systems, 2024, 39(6), 6819-6832.
Authors:  Peipei Yu;  Hongcai Zhang;  Yonghua Song
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:6.5/7.4 | Submit date：2024/04/24
Tie-line Power Smoothing  Demand Response  Renewable Generation  Risk-aware Reinforcement Learning  
Biological effect of materials chemistry on soft tissue regeneration Book chapter
出自: Bioactive Materials for Soft Tissue Regeneration:Elsevier, 2024, 页码:1-151
Authors:  Ma, Bing;  Wu, Chengtie;  Liu, Wenjia;  He, Wangxiao;  Guo, Feng; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/08/05
Angiogenesis  Bioactive Ions  Bioactive Materials  Bioactive Supramolecules  Carbohydrate Biomaterials  Myocardial Regeneration  Skin Rejuvenation  Skin Therapy  Tendon/ligament Regeneration  
Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting Journal article
Yang, Lei, Liang, Gaoshen, Yang, Yanrong, Ruan, Jiaqi, Yu, Peipei, Yang, Chao. Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting[J]. IET Renewable Power Generation, 2024, 18(7), 1370-1379.
Authors:  Yang, Lei;  Liang, Gaoshen;  Yang, Yanrong;  Ruan, Jiaqi;  Yu, Peipei; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.6/2.8 | Submit date：2024/02/22
Adversarial False Data Injection Attack  Cyber Threat  Deep Learning  Renewable Energy  Resilience  Wind Speed Forecasting  
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]:17  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  
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  
Equivalent System Model of District Cooling System in Frequency Domain to Provide Primary Frequency Regulation Journal article
Peipei Yu, Hongcai Zhang, Yonghua Song. Equivalent System Model of District Cooling System in Frequency Domain to Provide Primary Frequency Regulation[J]. CSEE Journal of Power and Energy Systems, 2023.
Authors:  Peipei Yu;  Hongcai Zhang;  Yonghua Song
Favorite |   IF:6.9/6.9 | Submit date：2023/07/22
Smoothing Tie-line Power for Microgrids by Controlling District Cooling System Based on Soft Actor-Critic Reinforcement Learning Conference paper
Peipei Yu, Hongcai Zhang, Yonghua Song. Smoothing Tie-line Power for Microgrids by Controlling District Cooling System Based on Soft Actor-Critic Reinforcement Learning[C], 2023.
Authors:  Peipei Yu;  Hongcai Zhang;  Yonghua Song
Favorite | TC[Scopus]:1 | Submit date：2023/07/12
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