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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(A), 124391.
Authors:  Sheng Chen;  Hao Cheng;  Hongcai Zhang;  Si Lv;  Zhinong Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:3  IF:10.1/10.4 | Submit date：2024/09/20
Power-transportation Coordination  Graph Attention Network  Prediction Of Ev Charging Demands  Queuing Theory  
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(B), 124415.
Authors:  Peipei Yu;  Hongcai Zhang;  Zechun Hu;  Yonghua Song
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:10.1/10.4 | Submit date：2024/10/17
Voltage Control  District Cooling System  Transient Stability  Deep Reinforcement Learning  Renewable Energy  Distributed Network  Power Quality Improvement  
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(C), 124539.
Authors:  Jinshuo Su;  Hongcai Zhang;  Hui Liu;  Dundun Liu
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.1/10.4 | Submit date：2024/10/17
Secondary Control  Distribution-level Phasor Measurement Units  Distributed Control  Lyapunov Stability Theorem  Islanded Microgrids  
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(B), 124540.
Authors:  Hui Li;  Hongcai Zhang;  Ji Zhang;  Qiuwei Wu;  Chi-Kong Wong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.1/10.4 | Submit date：2024/10/17
Frequency Security  Heat Pump  Integrated Electricity-heat Microgrid  Planning  Virtual Inertia  
Adversarial Constraint Learning for Robust Dispatch of Distributed Energy Resources in Distribution Systems Journal article
Chen, Ge, Zhang, Hongcai, Song, Yonghua. Adversarial Constraint Learning for Robust Dispatch of Distributed Energy Resources in Distribution Systems[J]. IEEE Transactions on Sustainable Energy, 2024.
Authors:  Chen, Ge;  Zhang, Hongcai;  Song, Yonghua
Favorite | TC[Scopus]:0  IF:8.6/8.6 | Submit date：2024/12/26
Distributed Energy Resources  Robust Optimization  Adversarial Attack  Distribution Networks  Neural Networks  
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]:5  IF:6.5/7.4 | Submit date：2024/04/24
Tie-line Power Smoothing  Demand Response  Renewable Generation  Risk-aware Reinforcement Learning  
Frequency-Constrained Unit Commitment Considering Typhoon-Induced Wind Farm Cutoff and Grid Islanding Events Journal article
Yanqi Liu, Dunjian Xie, Hongcai Zhang. Frequency-Constrained Unit Commitment Considering Typhoon-Induced Wind Farm Cutoff and Grid Islanding Events[J]. Journal of Modern Power Systems and Clean Energy, 2024, 12(6), 1760 - 1772.
Authors:  Yanqi Liu;  Dunjian Xie;  Hongcai Zhang
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.7/5.4 | Submit date：2024/06/25
Frequency Constraint  Offshore Wind Farm  Typhoon Uncertainty  Unit Commitment  
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  
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]:24 TC[Scopus]:31  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  
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]:2  IF:8.6/9.6 | Submit date：2024/10/17
Distributed Energy Resources  Model-free  Self-supervised Learning  Distribution Networks  Power Dispatch