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Adaptive Space Expansion for Fast Motion Planning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1499-1514
作者:  Shenglei Shi;  Jiankui Chen
Adobe PDF(4194Kb)  |  收藏  |  浏览/下载：55/20  |  提交时间：2024/05/22
Adaptive space expansion (ASE)  hyper-ellipsoid ring  informed sampling  motion planning  
Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
Adobe PDF(2100Kb)  |  收藏  |  浏览/下载：51/11  |  提交时间：2024/04/10
Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
A Novel Sensing Imaging Equipment Under Extremely Dim Light for Blast Furnace Burden Surface: Starlight High-Temperature Industrial Endoscope 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 893-906
作者:  Zhipeng Chen;  Xinyi Wang;  Weihua Gui;  Jilin Zhu;  Chunhua Yang;  Zhaohui Jiang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：54/8  |  提交时间：2024/03/18
Blast furnace (BF)  burden surface  extremely dim light  industrial endoscope  sensing imaging  starlight  
Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者:  Yijing Xie;  Yichen Zhang;  Wei-Jen Lee;  Zongli Lin;  Yacov A. Shamash
Adobe PDF(798Kb)  |  收藏  |  浏览/下载：134/60  |  提交时间：2024/01/23
Climate change  renewable energy resources  resilience  smart grids  virtual power plants (VPPs)  
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：109/59  |  提交时间：2023/09/07
Centralized training and decentralized execution  demand side management  multi-agent reinforcement learning  privacy preserving  
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：200/87  |  提交时间：2023/06/14
Consensus  energy management system (EMS)  reinforcement learning  supervised learning  
DeCASA in AgriVerse: Parallel Agriculture for Smart Villages in Metaverses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2055-2062
作者:  Xiujuan Wang;  Mengzhen Kang;  Hequan Sun;  Philippe de Reffye;  Fei-Yue Wang
Adobe PDF(1091Kb)  |  收藏  |  浏览/下载：418/222  |  提交时间：2022/12/02
Parallel Agriculture Management and Control  AgriVerse  Agriculture CPSS  ACP  DAO-Based Platform  Precision Agriculture  
The Metaverse of Mind: Perspectives on DeSci for DeEco and DeSoc 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2043-2046
作者:  Fei-Yue Wang
Adobe PDF(101Kb)  |  收藏  |  浏览/下载：136/46  |  提交时间：2022/12/02
A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
作者:  Meiji Cui;  Li Li;  MengChu Zhou;  Jiankai Li;  Abdullah Abusorrah;  Khaled Sedraoui
Adobe PDF(4431Kb)  |  收藏  |  浏览/下载：226/48  |  提交时间：2022/10/09
Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization  
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1476-1489
作者:  Shoufei Han;  Kun Zhu;  MengChu Zhou;  Xiaojing Liu;  Haoyue Liu;  Yusuf Al-Turki;  Abdullah Abusorrah
Adobe PDF(2428Kb)  |  收藏  |  浏览/下载：367/91  |  提交时间：2022/08/01
Adaptive strategy  fireworks algorithm  multimodal multiobjective optimization problems (MMOP)