CASIA OpenIR  > 复杂系统管理与控制国家重点实验室  > 平行控制
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
Source PublicationIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
2015-07-01
Volume62Issue:7Pages:4203-4214
SubtypeArticle
AbstractIn 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.
KeywordAdaptive Critic Designs Adaptive Dynamic Programming (Adp) Approximate Dynamic Programming Distributed Optimal Control Smart Grid Smart Home
WOS HeadingsScience & Technology ; Technology
WOS KeywordTIME NONLINEAR-SYSTEMS ; BATTERY MANAGEMENT ; ELECTRIC-VEHICLES ; LEARNING CONTROL ; CONTROL SCHEME ; POWER-SYSTEM ; ALGORITHM ; STATE
Indexed BySCI
Language英语
WOS Research AreaAutomation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS IDWOS:000354945400021
Citation statistics
Cited Times:61[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/7922
Collection复杂系统管理与控制国家重点实验室_平行控制
Corresponding AuthorDerong Liu
Affiliation1.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
Recommended Citation
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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