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Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning Journal article
Li, Tao, Bian, Zilin, Lei, Haozhe, Zuo, Fan, Yang, Ya Ting, Zhu, Quanyan, Li, Zhenning, Ozbay, Kaan. Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning[J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 167, 104804.
Authors:  Li, Tao;  Bian, Zilin;  Lei, Haozhe;  Zuo, Fan;  Yang, Ya Ting; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/09/03
Real-time Traffic Surveillance  Online Learning Control  Spatial–temporal Forecasting  Traffic State Estimation  Dynamic Route Planning  
FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Control Conference paper
Ma, Jialiang, Tian, Chunlin, Li, Li, Xu, Chengzhong. FedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Control[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Ma, Jialiang;  Tian, Chunlin;  Li, Li;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date：2024/11/05
Training  Federated Learning  Velocity Control  Process Control  Collaboration  Quality Of Service  Distance Measurement  Autonomous Driving  Federated Learning  Control Optimization  
Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems Journal article
Hu, Yunfeng, Zhang, Chong, Wang, Bo, Zhao, Jing, Gong, Xun, Gao, Jinwu, Chen, Hong. Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems[J]. IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2024, 11(2), 344-361.
Authors:  Hu, Yunfeng;  Zhang, Chong;  Wang, Bo;  Zhao, Jing;  Gong, Xun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:15.3/10.3 | Submit date：2024/02/22
Adaptive Control  Control System Synthesis  Data-driven Iterative Learning Control  Neurocontroller  Nonlinear Discrete Time Systems  
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  
Reinforcement Learning-Based Adaptive Control of a Piezo-Driven Nanopositioning System Journal article
Chen, Liheng, Xu, Qingsong. Reinforcement Learning-Based Adaptive Control of a Piezo-Driven Nanopositioning System[J]. IEEE Open Journal of the Industrial Electronics Society, 2024, 5, 28-40.
Authors:  Chen, Liheng;  Xu, Qingsong
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Motion Control  Nanopositioning  Piezoelectric Actuator  Reinforcement Learning (Rl) Adaptive Control  
Emergency Control Method of Multi-Modal Passenger Flow in Urban Rail Transit Journal article
Zhu, Guangyu, Mu, Liang, Sun, Ranran, Zhang, Nuo, Wu, Bo, Zhang, Peng, Law, Rob. Emergency Control Method of Multi-Modal Passenger Flow in Urban Rail Transit[J]. IEEE Transactions on Automation Science and Engineering, 2023, 1 - 11.
Authors:  Zhu, Guangyu;  Mu, Liang;  Sun, Ranran;  Zhang, Nuo;  Wu, Bo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.9/6.0 | Submit date：2024/02/22
Emergency Control  Multi-agent Deep Reinforcement Learning  Multi-modal Passenger Flow  Urban Rail Transit  
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  
实时电价机制下基于复合两端采样强化学习的区域供冷系统需求响应运行控制 Journal article
宋永華, 餘佩佩, 張洪財. 实时电价机制下基于复合两端采样强化学习的区域供冷系统需求响应运行控制[J]. 中國科學技術科學 SCIENTIA SINICA Technologica, 2023, 53(10), 1699-1712.
Authors:  宋永華;  餘佩佩;  張洪財
Favorite | TC[Scopus]:0 | Submit date：2023/07/12
Compound Secondary Sampling Experience Reply  Demand Response Control  District Cooling System  Ice Storage  Real-time Price  Reinforcement Learning  
MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control Journal article
Yang, Ming, Wang, Yiming, Yu, Yang, Zhou, Mingliang, U, Leong Hou. MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control[J]. IEEE Transactions on Industrial Informatics, 2023, 20(2), 2653-2661.
Authors:  Yang, Ming;  Wang, Yiming;  Yu, Yang;  Zhou, Mingliang;  U, Leong Hou
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:11.7/11.4 | Submit date：2023/09/07
Cooperative Systems  Deep Neural Networks  Multiagent Systems  Reinforcement Learning (Rl)  Traffic Light Control  
A Novel Adaptive Control Scheme for Automotive Electronic Throttle Based on Extremum Seeking Journal article
Lin Chen, Yilin Wang, Jing Zhao, Shihong Ding, Jinwu Gao, Hong Chen. A Novel Adaptive Control Scheme for Automotive Electronic Throttle Based on Extremum Seeking[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2023, 70(6), 2599-2611.
Authors:  Lin Chen;  Yilin Wang;  Jing Zhao;  Shihong Ding;  Jinwu Gao; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:5.2/4.5 | Submit date：2023/07/19
Adaptive Control  Electronic Throttle Control  Extremum Seeking  Nonlinear Control  Parameter Learning