Knowledge Commons of Institute of Automation，CAS
| Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming | |
Wei, Qinglai1 ; Liu, Derong1; Shi, Guang1; Liu, Yu2; Derong Liu
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| 发表期刊 | IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
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| 2015-07-01 | |
| 卷号 | 62期号:7页码:4203-4214 |
| 文章类型 | Article |
| 摘要 | In this paper, a novel distributed iterative adaptive dynamic programming (ADP) method is developed to solve the multibattery optimal coordination control problems for home energy management systems. According to system transformations, the multi-input optimal control problem is transformed into a single-input optimal control problem, where all the batteries are implemented at their worst performance. Next, based on the worst-performance optimal control law, an effective distributed iterative ADP algorithm is developed, where, in each iteration, only a single-input optimization problem is implemented. Convergence properties of the distributed iterative ADP algorithm are developed to show that the iterative performance index function converges to the optimum. Finally, numerical analysis is given to illustrate the performance of the developed algorithm. |
| 关键词 | Adaptive Critic Designs Adaptive Dynamic Programming (Adp) Approximate Dynamic Programming Distributed Optimal Control Smart Grid Smart Home |
| WOS标题词 | Science & Technology ; Technology |
| 关键词[WOS] | TIME NONLINEAR-SYSTEMS ; BATTERY MANAGEMENT ; ELECTRIC-VEHICLES ; LEARNING CONTROL ; CONTROL SCHEME ; POWER-SYSTEM ; ALGORITHM ; STATE |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS研究方向 | Automation & Control Systems ; Engineering ; Instruments & Instrumentation |
| WOS类目 | Automation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation |
| WOS记录号 | WOS:000354945400021 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ia.ac.cn/handle/173211/7922 |
| 专题 | 多模态人工智能系统全国重点实验室_复杂系统智能机理与平行控制团队 |
| 通讯作者 | Derong Liu |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China |
| 第一作者单位 | 中国科学院自动化研究所 |
| 推荐引用方式 GB/T 7714 | Wei, Qinglai,Liu, Derong,Shi, Guang,et al. Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2015,62(7):4203-4214. |
| APA | Wei, Qinglai,Liu, Derong,Shi, Guang,Liu, Yu,&Derong Liu.(2015).Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,62(7),4203-4214. |
| MLA | Wei, Qinglai,et al."Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming".IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 62.7(2015):4203-4214. |
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| 2015_TIE_Optimal mul（2231KB） | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 | |
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