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Fixed-Time Consensus-Based Nash Equilibrium Seeking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 267-269
作者:  Mengwei Sun;  Jian Liu;  Lu Ren;  Changyin Sun
Adobe PDF(574Kb)  |  收藏  |  浏览/下载：101/35  |  提交时间：2024/01/02
Simulation Analysis of Deformation Control for Magnetic Soft Medical Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 794-796
作者:  Jingxi Wang;  Baoyu Liu;  Edmond Q. Wu;  Jin Ma;  Ping Li
Adobe PDF(1124Kb)  |  收藏  |  浏览/下载：75/31  |  提交时间：2024/02/19
Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者:  Oguzhan Dogru;  Junyao Xie;  Om Prakash;  Ranjith Chiplunkar;  Jansen Soesanto;  Hongtian Chen;  Kirubakaran Velswamy;  Fadi Ibrahim;  Biao Huang
Adobe PDF(1275Kb)  |  收藏  |  浏览/下载：37/13  |  提交时间：2024/01/23
Process control  process systems engineering  reinforcement learning  
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：50/20  |  提交时间：2024/01/23
Climate change  renewable energy resources  resilience  smart grids  virtual power plants (VPPs)  
Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1704-1715
作者:  Syed Ali Asad Rizvi;  Amanda J. Pertzborn;  Zongli Lin
Adobe PDF(4532Kb)  |  收藏  |  浏览/下载：127/57  |  提交时间：2023/07/20
HVAC control  optimal tracking  Q-learning  reinforcement learning (RL)  
Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
作者:  Zhaojian Wang;  Wei Wei;  John Zhen Fu Pang;  Feng Liu;  Bo Yang;  Xinping Guan;  Shengwei Mei
Adobe PDF(2336Kb)  |  收藏  |  浏览/下载：155/28  |  提交时间：2023/03/22
Feedback optimization  Lyapunov optimization  online convex optimization  online optimization  optimization-guided control  
Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 762-780
作者:  Majid Ghorbani;  Mahsan Tavakoli-Kakhki;  Aleksei Tepljakov;  Eduard Petlenkov
Adobe PDF(5262Kb)  |  收藏  |  浏览/下载：142/23  |  提交时间：2023/03/02
Interval uncertainty  FOPID controller  fractional-order systems  robust stability analysis  smith predictor  
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：74/38  |  提交时间：2023/09/07
Centralized training and decentralized execution  demand side management  multi-agent reinforcement learning  privacy preserving  
Multi-Feature Fusion-Based Instantaneous Energy Consumption Estimation for Electric Buses 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 2035-2037
作者:  Mingqiang Lin;  Shouxin Chen;  Wei Wang;  Ji Wu
Adobe PDF(363Kb)  |  收藏  |  浏览/下载：108/39  |  提交时间：2023/09/07
Price-Based Residential Demand Response Management in Smart Grids: A Reinforcement Learning-Based Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 123-134
作者:  Yanni Wan;  Jiahu Qin;  Xinghuo Yu;  Tao Yang;  Yu Kang
Adobe PDF(3181Kb)  |  收藏  |  浏览/下载：178/30  |  提交时间：2021/11/03
Demand response management (DRM)  Markovian decision process (MDP)  Monte Carlo simulation  reinforcement learning (RL)  smart grid