Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System
文献类型：期刊论文
| 作者 | Wang, Ding1,2,3,4 ; He, Haibo4; Mu, Chaoxu3; Liu, Derong5
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| 刊名 | IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
 |
| 出版日期 | 2017-06-01 |
| 卷号 | 64期号:6页码:4935-4944 |
| 关键词 | Adaptive/approximate Dynamic Programming Adaptive Critic Control Disturbance Attenuation Intelligent Control Neural Identification Smart Microgrid |
| DOI | 10.1109/TIE.2017.2674633 |
| 文献子类 | Article |
| 英文摘要 | In 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. |
| WOS关键词 | LOAD-FREQUENCY CONTROL ; H-INFINITY CONTROL ; POLICY ITERATION ; ROBUST-CONTROL ; POWER-SYSTEMS ; GENERATION ; STABILITY ; DESIGN ; GAMES |
| WOS研究方向 | Automation & Control Systems ; Engineering ; Instruments & Instrumentation |
| 语种 | 英语 |
| WOS记录号 | WOS:000401328500062 |
| 资助机构 | National 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) |
| 源URL | [http://ir.ia.ac.cn/handle/173211/15101]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_智能化团队 |
| 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.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 |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：自动化研究所
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