Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System
Wang, Ding1,2,3,4; He, Haibo4; Mu, Chaoxu3; Liu, Derong5
AbstractIn this paper, a computationally efficient framework for intelligent critic control design and application of continuous-time input-affine systems is established with the purpose of disturbance attenuation. The described problem is formulated as a two-player zero-sum differential game and the adaptive critic mechanism with intelligent component is employed to solve the minimax optimization problem. First, a neural identifier is developed to reconstruct the unknown dynamical information incorporating stability analysis. Next, the optimal control law and the worst-case disturbance law are designed by introducing and tuning a critic neural network. Moreover, the closed-loop system is proved to possess the uniform ultimate boundedness. At last, the present method is applied to a smart microgrid and then is further adopted to control a general nonlinear system via simulation, thereby substantiating the performance of disturbance attenuation.
KeywordAdaptive/approximate Dynamic Programming Adaptive Critic Control Disturbance Attenuation Intelligent Control Neural Identification Smart Microgrid
WOS HeadingsScience & Technology ; Technology
Indexed BySCI
Funding OrganizationNational Natural Science Foundation of China(U1501251 ; Beijing Natural Science Foundation(4162065) ; Tianjin Natural Science Foundation(14JC-QNJC05400) ; U.S. National Science Foundation(ECCS 1053717) ; Early Career Development Award of SKLMCCS ; Research Fund of the Tianjin Key Laboratory of Process Measurement and Control(TKLPMC201612) ; 61533017 ; 61233001 ; 61304018 ; 51529701 ; 61520106009)
WOS Research AreaAutomation & Control Systems ; Engineering ; Instruments & Instrumentation
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS IDWOS:000401328500062
Citation statistics
Cited Times:58[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Affiliation1.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.Tianjin Univ, Sch Elect & Informat Engn, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China
4.Univ Rhode Isl, Dept Elect Comp & Biomed Engn, Kingston, RI 02881 USA
5.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Wang, Ding,He, Haibo,Mu, Chaoxu,et al. Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System[J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2017,64(6):4935-4944.
APA Wang, Ding,He, Haibo,Mu, Chaoxu,&Liu, Derong.(2017).Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,64(6),4935-4944.
MLA Wang, Ding,et al."Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System".IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 64.6(2017):4935-4944.
Files in This Item: Download All
File Name/Size DocType Version Access License
[J-2017-TIE] Intelli(728KB)期刊论文作者接受稿开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wang, Ding]'s Articles
[He, Haibo]'s Articles
[Mu, Chaoxu]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wang, Ding]'s Articles
[He, Haibo]'s Articles
[Mu, Chaoxu]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wang, Ding]'s Articles
[He, Haibo]'s Articles
[Mu, Chaoxu]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: [J-2017-TIE] Intelligent critic control with disturbance attenuation for affine dynamics including an application to a microgrid system.pdf
Format: Adobe PDF
This file does not support browsing at this time
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.