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| 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) |
| 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 |
| 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 |
| 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 |
| 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) |
| Data-driven adaptive-critic optimal output regulation towards water level control of boiler-turbine systems 期刊论文
Expert Systems with Applications, 2022, 页码: 117883
作者: Wei Qinglai; Wang Xin; Liu Yu; Xiong Gang
Adobe PDF(2135Kb) | 收藏 | 浏览/下载：136/48 | 提交时间：2023/05/23 |
| 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 |
| An IoT Edge Computing System Architecture and its Application 会议论文
, Nanjing, China, Oct. 30 – Nov.2, 2020.
作者: Shichao Chen; Qijie Li; Hua Zhang; fenghua.zhu@ia.ac.cn; Gang Xiong; Ying Tang
Adobe PDF(4370Kb) | 收藏 | 浏览/下载：197/69 | 提交时间：2022/04/08
IoT Edge computing Energy monitoring and optimization Introduction |
| Research and Application of Industrial Equipment Management Service System Based on Cloud-Edge Collaboration 会议论文
, Hangzhou, China, NOV.22-24, 2019
作者: Hua Zhang; Shichao Chen; Ping Zou; Gang Xiong; Hongxia Zhao; Yicun Zhang
Adobe PDF(732Kb) | 收藏 | 浏览/下载：173/43 | 提交时间：2022/04/08
Industrial Internet of Things (IIOT) , Cloud-Edge Collaboration Equipment Management |
| 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：177/30 | 提交时间：2021/11/03
Demand response management (DRM) Markovian decision process (MDP) Monte Carlo simulation reinforcement learning (RL) smart grid |
