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A frequency-secured planning method for integrated electricity-heat microgrids with virtual inertia suppliers Journal article
Hui Li, Hongcai Zhang, Ji Zhang, Qiuwei Wu, Chi-Kong Wong. A frequency-secured planning method for integrated electricity-heat microgrids with virtual inertia suppliers[J]. Applied Energy, 2025, 377(Part B), 124540.
Authors:  Hui Li;  Hongcai Zhang;  Ji Zhang;  Qiuwei Wu;  Chi-Kong Wong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.1/10.4 | Submit date：2024/10/17
Privacy-preserving coordination of power and transportation networks using spatiotemporal GAT for predicting EV charging demands Journal article
Sheng Chen, Hao Cheng, Hongcai Zhang, Si Lv, Zhinong Wei, Yuyang Jin. Privacy-preserving coordination of power and transportation networks using spatiotemporal GAT for predicting EV charging demands[J]. Applied Energy, 2025, 377(Part A).
Authors:  Sheng Chen;  Hao Cheng;  Hongcai Zhang;  Si Lv;  Zhinong Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.1/10.4 | Submit date：2024/09/20
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
Lyapunov-based distributed secondary frequency and voltage control for distributed energy resources in islanded microgrids with expected dynamic performance improvement Journal article
Jinshuo Su, Hongcai Zhang, Hui Liu, Dundun Liu. Lyapunov-based distributed secondary frequency and voltage control for distributed energy resources in islanded microgrids with expected dynamic performance improvement[J]. Applied Energy, 2025, 377(Part C), 124539.
Authors:  Jinshuo Su;  Hongcai Zhang;  Hui Liu;  Dundun Liu
Favorite | TC[WOS]:0 TC[Scopus]:1  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  
Stochastic-Distributionally Robust Frequency-Constrained Optimal Planning for an Isolated Microgrid Journal article
Yang, Lun, Li, Hui, Zhang, Hongcai, Wu, Qiuwei, Cao, Xiaoyu. Stochastic-Distributionally Robust Frequency-Constrained Optimal Planning for an Isolated Microgrid[J]. IEEE Transactions on Sustainable Energy, 2024, 15(4), 2155-2169.
Authors:  Yang, Lun;  Li, Hui;  Zhang, Hongcai;  Wu, Qiuwei;  Cao, Xiaoyu
Favorite | TC[WOS]:8 TC[Scopus]:21  IF:8.6/8.6 | Submit date：2024/06/05
Distributionally Robust Chance-constrained Approach  Frequency Constraints  Microgrid  Planning  Uncertainty  Microgrids  Security  Generators  Wind Turbines  Load Modeling  Constraint Handling  Stochastic Processes  
Replicating Power Flow Constraints Using Only Smart Meter Data for Coordinating Flexible Sources in Distribution Network Journal article
Chen, Ge, Zhang, Hongcai, Qin, Junjie, Song, Yonghua. Replicating Power Flow Constraints Using Only Smart Meter Data for Coordinating Flexible Sources in Distribution Network[J]. IEEE Transactions on Sustainable Energy, 2024, 15(4), 2428-2443.
Authors:  Chen, Ge;  Zhang, Hongcai;  Qin, Junjie;  Song, Yonghua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.6 | Submit date：2024/08/05
Neural Constraint Replication  Topology Identification  Distribution Network  Smart Meter Data  Distributed Energy Resources  
Model-Free Self-Supervised Learning for Dispatching Distributed Energy Resources Journal article
Ge Chen, Junjie Qin, Hongcai Zhang. Model-Free Self-Supervised Learning for Dispatching Distributed Energy Resources[J]. IEEE Transactions on Smart Grid, 2024.
Authors:  Ge Chen;  Junjie Qin;  Hongcai Zhang
Favorite | TC[Scopus]:0  IF:8.6/9.6 | Submit date：2024/10/17
Distributed Energy Resources  Model-free  Self-supervised Learning  Distribution Networks  Power Dispatch  
Offline DRL for Price-Based Demand Response: Learning From Suboptimal Data and Beyond Journal article
Tao Qian, Zeyu Liang, Chengcheng Shao, Hongcai Zhang, Qinran Hu, Zaijun Wu. Offline DRL for Price-Based Demand Response: Learning From Suboptimal Data and Beyond[J]. IEEE Transactions on Smart Grid, 2024, 15(5), 4618-4635.
Authors:  Tao Qian;  Zeyu Liang;  Chengcheng Shao;  Hongcai Zhang;  Qinran Hu; et al.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:8.6/9.6 | Submit date：2024/04/24
Demand Response  Deep Reinforcement Learning  Offline Learning  Suboptimal Data  Uncertainty  
Improving Model Generalization for Short-Term Customer Load Forecasting with Causal Inference Journal article
Zhenyi Wang, Hongcai Zhang, Ruixiong Yang, Yong Chen. Improving Model Generalization for Short-Term Customer Load Forecasting with Causal Inference[J]. IEEE Transactions on Smart Grid, 2024.
Authors:  Zhenyi Wang;  Hongcai Zhang;  Ruixiong Yang;  Yong Chen
Favorite | TC[Scopus]:0 | Submit date：2024/09/20