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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：41/16 | 提交时间：2024/01/23
Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| Distributed Economic MPC for Synergetic Regulation of the Voltage of an Island DC Micro-Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 734-745
作者: Yi Zheng; Yanye Wang; Xun Meng; Shaoyuan Li; Hao Chen
Adobe PDF(3523Kb) | 收藏 | 浏览/下载：47/17 | 提交时间：2024/02/19
Distributed model predictive control (DMPC) Lyapunov-based model predictive control micro-grid (MG) voltage control |
| 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：71/38 | 提交时间：2023/09/07
Centralized training and decentralized execution demand side management multi-agent reinforcement learning privacy preserving |
| A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者: Qing Xu; Min Wu; Edwin Khoo; Zhenghua Chen; Xiaoli Li
Adobe PDF(6437Kb) | 收藏 | 浏览/下载：175/67 | 提交时间：2023/01/03
Deep learning early prediction lithium-ion battery remaining useful life (RUL) |
| A Distributed Self-Consistent Control Method for Electric Vehicles to Coordinate Low-Carbon Transportation and Energy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 554-556
作者: Bowen Zhou; Chao Xi; Dongsheng Yang; Qiuye Sun; Huaguang Zhang
Adobe PDF(385Kb) | 收藏 | 浏览/下载：170/69 | 提交时间：2023/01/16 |
| A Novel Stackelberg-Game-Based Energy Storage Sharing Scheme Under Demand Charge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 462-473
作者: Bingyun Li; Qinmin Yang; Innocent Kamwa
Adobe PDF(1751Kb) | 收藏 | 浏览/下载：169/67 | 提交时间：2023/01/16
Bi-level optimization demand charge energy storage system (ESS) sharing energy transaction mathematical program with equilibrium constraints (MPEC) stackelberg game |
| 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：142/24 | 提交时间：2023/03/22
Feedback optimization Lyapunov optimization online convex optimization online optimization optimization-guided control |
| 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：168/30 | 提交时间：2021/11/03
Demand response management (DRM) Markovian decision process (MDP) Monte Carlo simulation reinforcement learning (RL) smart grid |
| Battery Full Life Cycle Management and Health Prognosis Based on Cloud Service and Broad Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1540-1542
作者: Yujie Wang; Kaiquan Li; Zonghai Chen
Adobe PDF(2935Kb) | 收藏 | 浏览/下载：133/33 | 提交时间：2022/08/01 |
| Towards Long Lifetime Battery: AI-Based Manufacturing and Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1139-1165
作者: Kailong Liu; Zhongbao Wei; Chenghui Zhang; Yunlong Shang; Remus Teodorescu; Qing-Long Han
Adobe PDF(10020Kb) | 收藏 | 浏览/下载：154/26 | 提交时间：2022/06/27
Artificial intelligence battery health management battery life diagnostic battery manufacturing smart battery |
