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GenAI4Sustainability: GPT and Its Potentials For Achieving UN’s Sustainable Development Goals 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2179-2182
作者:  Rui Wang;  Chaojie Li;  Xiangyu Li;  Rong Deng;  Zhaoyang Dong
Adobe PDF(2390Kb)  |  收藏  |  浏览/下载：51/19  |  提交时间：2023/10/31
Intelligent Electric Vehicle Charging Scheduling in Transportation-Energy Nexus With Distributional Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2171-2173
作者:  Tao Chen;  Ciwei Gao
Adobe PDF(577Kb)  |  收藏  |  浏览/下载：58/26  |  提交时间：2023/09/22
Privacy Preserving Demand Side Management Method via Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1984-1999
作者:  Feiye Zhang;  Qingyu Yang;  Dou An
Adobe PDF(3841Kb)  |  收藏  |  浏览/下载：106/59  |  提交时间：2023/09/07
Centralized training and decentralized execution  demand side management  multi-agent reinforcement learning  privacy preserving  
Evolutionary Multitasking With Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1951-1964
作者:  Kangjia Qiao;  Jing Liang;  Zhongyao Liu;  Kunjie Yu;  Caitong Yue;  Boyang Qu
Adobe PDF(3148Kb)  |  收藏  |  浏览/下载：110/45  |  提交时间：2023/09/07
Constrained multi-objective optimization  evolutionary multitasking (EMT)  global auxiliary task  knowledge transfer  local auxiliary task  
Human-Like Decision-Making of Autonomous Vehicles in Dynamic Traffic Scenarios 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1905-1917
作者:  Tangyike Zhang;  Junxiang Zhan;  Jiamin Shi;  Jingmin Xin;  Nanning Zheng
Adobe PDF(2815Kb)  |  收藏  |  浏览/下载：180/67  |  提交时间：2023/09/07
Autonomous vehicles  decision-making  driving behavior  human-like driving  
AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881
作者:  Yuanqi Qin;  Wen Hua;  Junchen Jin;  Jun Ge;  Xingyuan Dai;  Lingxi Li;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(3244Kb)  |  收藏  |  浏览/下载：121/25  |  提交时间：2023/08/10
Conditional generative adversarial network  signalized urban networks  short-term link speed prediction  
Innovative Services for Electric Mobility Based on Virtual Sensors and Petri Nets 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1845-1859
作者:  Agostino Marcello Mangini;  Michele Roccotelli
Adobe PDF(4217Kb)  |  收藏  |  浏览/下载：147/45  |  提交时间：2023/08/10
Charge point booking  electric mobility  EV charging  Petri Net  virtual sensor  
Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者:  Aditya Joshi;  Skieler Capezza;  Ahmad Alhaji;  Mo-Yuen Chow
Adobe PDF(4919Kb)  |  收藏  |  浏览/下载：198/86  |  提交时间：2023/06/14
Consensus  energy management system (EMS)  reinforcement learning  supervised learning  
A Multi-Objective and Multi-Constraint Optimization Model for Cyber-Physical Power Systems Considering Renewable Energy and Electric Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1498-1500
作者:  Yu Zhang;  Minrui Fei;  Qing Sun;  Dajun Du;  Aleksandar Rakić;  Kang Li
Adobe PDF(1287Kb)  |  收藏  |  浏览/下载：110/36  |  提交时间：2023/05/29
Game and Dynamic Communication Path-Based Pricing Strategies for Microgrids Under Communication Interruption 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1032-1047
作者:  Bo Zhang;  Chunxia Dou;  Dong Yue;  Ju H. Park;  Yudi Zhang;  Zhanqiang Zhang
Adobe PDF(3789Kb)  |  收藏  |  浏览/下载：280/110  |  提交时间：2023/03/22
Communication interruption  dynamic regulating  game  microgrid cluster  pricing