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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]:1 TC[Scopus]:2  IF:10.1/10.4 | Submit date：2024/10/17
Distributed Control  Distribution-level Phasor Measurement Units  Islanded Microgrids  Lyapunov Stability Theorem  Secondary Control  
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]:1  IF:10.1/10.4 | Submit date：2024/10/17
Deep Reinforcement Learning  Distributed Network  District Cooling System  Power Quality Improvement  Renewable Energy  Transient Stability  Voltage Control  
A neurodynamic optimization approach to distributed nonconvex optimization based on an HP augmented Lagrangian function Journal article
Guan, Huimin, Liu, Yang, Kou, Kit Ian, Gui, Weihua. A neurodynamic optimization approach to distributed nonconvex optimization based on an HP augmented Lagrangian function[J]. Neural Networks, 2025, 181.
Authors:  Guan, Huimin;  Liu, Yang;  Kou, Kit Ian;  Gui, Weihua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Distributed Optimization  Hestenes–powell Augmented Lagrangian Function  Neurodynamic Optimization  Neurodynamic Systems  Nonconvex Optimization  
Flexible linear clock–based distributed self-triggered active power-sharing secondary control of AC microgrids Journal article
Chen, Yulin, Huang, Xing, Zhi, Guangxin, Yang, Shaohua, Hui, Hongxun, Qi, Donglian, Yan, Yunfeng, Gao, Fengkai. Flexible linear clock–based distributed self-triggered active power-sharing secondary control of AC microgrids[J]. Global Energy Interconnection, 2024, 7(6), 786-797.
Authors:  Chen, Yulin;  Huang, Xing;  Zhi, Guangxin;  Yang, Shaohua;  Hui, Hongxun; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.9/0 | Submit date：2024/12/26
Ac Microgrid  Active Power Sharing  Control Efficiency  Distributed Secondary Control  Self-triggered Mechanism  
Momentum-Based Multi-Agent Approaches to Distributed Nonconvex Optimization Journal article
Xia, Zicong, Liu, Yang, Kou, Kit Ian, Lu, Jianquan, Gui, Weihua. Momentum-Based Multi-Agent Approaches to Distributed Nonconvex Optimization[J]. IEEE Transactions on Automatic Control, 2024.
Authors:  Xia, Zicong;  Liu, Yang;  Kou, Kit Ian;  Lu, Jianquan;  Gui, Weihua
Favorite | TC[Scopus]:0  IF:6.2/6.6 | Submit date：2025/01/13
Distributed Nonconvex Optimization  Momentum-based Optimization  Multi-agent Systems  
Differentially Private Dynamic Average Consensus-Based Newton Method for Distributed Optimization Over General Networks Journal article
Xing, Mingqi, Ma, Dazhong, Zhao, Jing, Wong, Pak Kin. Differentially Private Dynamic Average Consensus-Based Newton Method for Distributed Optimization Over General Networks[J]. IEEE Transactions on Systems, Man, and Cybernetics-Systems, 2024.
Authors:  Xing, Mingqi;  Ma, Dazhong;  Zhao, Jing;  Wong, Pak Kin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2024/12/26
Differential Privacy  Distributed Optimization  Dynamic Average Consensus  Newton Method  Unbalanced Directed Graph  
Distributed Risk-Averse Optimal Dispatch for Integrated Power and Transportation System Considering Carbon Trading Journal article
Li, Zepeng, Wu, Qiuwei, Li, Hui, Zhang, Xuan, Zhang, Menglin, Hatziargyriou, Nikos D.. Distributed Risk-Averse Optimal Dispatch for Integrated Power and Transportation System Considering Carbon Trading[J]. IEEE Transactions on Smart Grid, 2024, 15(6), 5583-5594.
Authors:  Li, Zepeng;  Wu, Qiuwei;  Li, Hui;  Zhang, Xuan;  Zhang, Menglin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.6/9.6 | Submit date：2024/07/04
Carbon Emissions  Carbon Trading  Climate Change  Distributed Power Generation  Distributed Solution  Electric Vehicle  Electric Vehicles  Emissions Trading  Energy Management  Integrated Power And Transportation System  Microgrid  Microgrids  Power Systems  Risk Management  Transportation  
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  
Secure Distributed Control for Demand Response in Power Systems Against Deception Cyber-Attacks With Arbitrary Patterns Journal article
Yang, Shaohua, Lao, Keng Weng, Hui, Hongxun, Chen, Yulin. Secure Distributed Control for Demand Response in Power Systems Against Deception Cyber-Attacks With Arbitrary Patterns[J]. IEEE Transactions on Power Systems, 2024, 39(6), 7277-7290.
Authors:  Yang, Shaohua;  Lao, Keng Weng;  Hui, Hongxun;  Chen, Yulin
Favorite | TC[WOS]:21 TC[Scopus]:21  IF:6.5/7.4 | Submit date：2024/05/16
Demand Response  Deception Cyber-attack  Arbitrary Attack Pattern  Secure Distributed Control  Lyapunov Theorem  
Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism Journal article
Xia, Yaqi, Zhang, Zheng, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Chen, Hongyang, Sang, Qianlong, Cheng, Dazhao. Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1904-1919.
Authors:  Xia, Yaqi;  Zhang, Zheng;  Yang, Donglin;  Hu, Chuang;  Zhou, Xiaobo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.6/4.5 | Submit date：2024/08/05
Communication Balance  Distributed Training  Dynamic Gnn  Pipeline Parallelism  Redundancy-free