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
2015-07-01
发表期刊IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
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
被引频次:56[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/7922
专题复杂系统管理与控制国家重点实验室_平行控制
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
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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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