Adaptive Output Fuzzy Fault Accommodation for a Class of Uncertain Nonlinear Systems With Multiple Time Delays

被引:28
|
作者
Wu, Li-Bing [1 ,2 ]
Yang, Guang-Hong [1 ,3 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
[2] Univ Sci & Technol Liaoning, Sch Sci, Anshan 114051, Peoples R China
[3] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Liaoning, Peoples R China
关键词
Actuator failures; adaptive fuzzy control; back-stepping design; nonlinear time-delayed systems; NEURAL-NETWORKS; FEEDBACK; DISTURBANCE; TRACKING; INPUT;
D O I
10.1109/TFUZZ.2017.2687405
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper is concerned with the problem of robust adaptive output fuzzy tracking control for a class of uncertain nonlinear time-delayed systems with actuator failures, which include loss of effectiveness, outage, and stuck modes. First, a novel disturbance rejection filter is designed to estimate the unmeasured states and the external disturbances. Then, by using fuzzy logic systems to approximate the suitable nonlinear compound functions, the corresponding adaptive fuzzy fault-tolerant controller with the adjustable parameter updated laws is established based on back-stepping method. Furthermore, it is shown that all the closed-loop signals are bounded, and the system output tracking error can converge to a small neighborhood in the presence of parameter uncertainty, mismatched disturbance, multiple time delays, and actuator faults. Finally, simulation results are provided to illustrate the efficiency of the proposed adaptive fuzzy tracking control scheme.
引用
收藏
页码:1052 / 1057
页数:6
相关论文
共 50 条
  • [31] Adaptive fuzzy output feedback control for a class of uncertain nonlinear systems in the presence of sensor attacks
    Lv, Wenshun
    Park, Ju H.
    Lu, Junwei
    Guo, Runan
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2023, 360 (03): : 2326 - 2343
  • [32] Adaptive output feedback regulation for a class of uncertain nonlinear systems
    Yu, Weiyong
    Liu, Shutang
    Zhang, Fangfang
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2015, 25 (14) : 2241 - 2253
  • [33] Adaptive regulation of a class of uncertain nonlinear systems by output feedback
    Dong, Liang
    Ma, Hongjun
    Li, Lin
    2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 2447 - 2452
  • [34] Fault accommodation for nonlinear systems using fuzzy adaptive sliding control
    Zhang, Y
    Wang, F
    Hesketh, T
    Clements, DJ
    Eaton, R
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2005, 36 (04) : 215 - 220
  • [35] Fault Accommodation for a Class of Nonlinear Uncertain Systems With Event-Triggered Input
    Dong Zhao
    Marios M.Polycarpou
    IEEE/CAAJournalofAutomaticaSinica, 2022, 9 (02) : 235 - 245
  • [36] Fault Accommodation for a Class of Nonlinear Uncertain Systems With Event-Triggered Input
    Zhao, Dong
    Polycarpou, Marios M.
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 9 (02) : 235 - 245
  • [37] Adaptive neural network dynamic surface control for a class of nonlinear systems with uncertain time delays
    Wu X.-J.
    Wu X.-L.
    Luo X.-Y.
    International Journal of Automation and Computing, 2016, 13 (4) : 409 - 416
  • [38] Predefined-time adaptive fuzzy control for a class of stochastic nonlinear uncertain systems
    Wu, Jingyi
    Wang, Fang
    Zhang, Jing
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2024, 38 (06) : 2200 - 2214
  • [39] ADAPTIVE ROBUST OUTPUT TRACKING CONTROL OF UNCERTAIN NONLINEAR CASCADE SYSTEMS WITH DISTURBANCE AND MULTIPLE UNKNOWN TIME-VARYING DELAYS
    Chehardoli, Hossein
    Ghasemi, Ali
    ASIAN JOURNAL OF CONTROL, 2017, 19 (06) : 2009 - 2016
  • [40] Adaptive Fuzzy Tracking Control for a Class of Uncertain Nonlinear Systems
    Liu, Yan-Jun
    Zheng, Ya-Qin
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 941 - 944