Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems
Wang, Ding1,2; He, Haibo3; Zhao, Bo1; Liu, Derong4
2017-04-14
发表期刊IET CONTROL THEORY AND APPLICATIONS
卷号11期号:6页码:799-806
文章类型Article
摘要The authors focus on developing adaptive-critic-based near-optimal controllers to solve continuous-time non-linear decentralised feedback stabilisation problems. The decentralised feedback control problem with respect to the matched interconnected systems is addressed by designing the optimal controllers of the corresponding isolated subsystems. By employing a novel updating rule to reduce the requirement about the initial stabilising control, the adaptive-critic-based near-optimal feedback controllers can be obtained with an excellent approximation property. The closed-loop form of each isolated subsystem is constructed and its stability is handled by incorporating the improved learning mechanism. A simulation example is also conducted to verify the decentralised control performance of the present approach.
关键词Adaptive Control Optimal Control Continuous Time Systems Nonlinear Control Systems Decentralised Control Feedback Stability Control System Synthesis Adaptive-critic-based Near-optimal Controller Continuous-time Nonlinear Decentralised Feedback Stabilisation Problem Decentralised Feedback Control Problem Updating Rule Approximation Property Learning Mechanism
WOS标题词Science & Technology ; Technology
DOI10.1049/iet-cta.2016.1383
关键词[WOS]TRACKING CONTROL ; TIME-SYSTEMS ; DESIGN ; ALGORITHM ; ITERATION
收录类别SCI
语种英语
项目资助者Beijing Natural Science Foundation(4162065) ; National Natural Science Foundation of China(51529701 ; US National Science Foundation(ECCS 1053717) ; Early Career Development Award of SKLMCCS ; 61304086 ; U1501251 ; 61533017 ; 61603387 ; 61233001 ; 61273140 ; 61520106009)
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:000398701300006
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/15077
专题复杂系统管理与控制国家重点实验室_平行控制
作者单位1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
2.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 100049, Peoples R China
3.Univ Rhode Isl, Dept Elect Comp & Biomed Engn, Kingston, RI 02881 USA
4.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China
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Wang, Ding,He, Haibo,Zhao, Bo,et al. Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems[J]. IET CONTROL THEORY AND APPLICATIONS,2017,11(6):799-806.
APA Wang, Ding,He, Haibo,Zhao, Bo,&Liu, Derong.(2017).Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems.IET CONTROL THEORY AND APPLICATIONS,11(6),799-806.
MLA Wang, Ding,et al."Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems".IET CONTROL THEORY AND APPLICATIONS 11.6(2017):799-806.
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