Hybrid Fuzzy Adaptive Fault-Tolerant Control for a Class of Uncertain Nonlinear Systems With Unmeasured States

被引:48
|
作者
Zhang, Huaguang [1 ]
Cui, Yang [1 ]
Wang, Yingchun [1 ]
机构
[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Dynamic surface control (DSC); fault-tolerant control; fuzzy state estimator (FSE); generalized fuzzy hyperbolic model (GFHM); uncertain nonlinear systems; DYNAMIC SURFACE CONTROL; OUTPUT-FEEDBACK CONTROL; NEURAL-NETWORKS; STABILITY ANALYSIS; TRACKING CONTROL; TIME DELAYS; FORM;
D O I
10.1109/TFUZZ.2016.2593500
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a hybrid adaptive output feedback fault-tolerant control is investigated for a class of uncertain nonlinear systems with unmeasured states. The generalized fuzzy hyperbolic model is used to approximate the unknown nonlinear functions, and the fuzzy state estimator (FSE) is established for estimating the unmeasured states. Based on the backstepping and dynamic surface control technique, a novel adaptive control method is proposed by introducing the prediction errors between FSE and serial-parallel estimation model. It is proved that all the variables of the closed-loop systems are semi-globally uniformly ultimately bounded by Lyapunov approach, and the tracking errors can converge to a small neighborhood. Two simulation examples are used to illustrate the effectiveness of the proposed control method.
引用
收藏
页码:1041 / 1050
页数:10
相关论文
共 50 条
  • [1] Adaptive Fuzzy Fault Tolerant Control of Unmeasured States Nonlinear Systems Based on Fault Alarm
    Li, Yongming
    Tong, Shaocheng
    IEEE ICCSS 2016 - 2016 3RD INTERNATIONAL CONFERENCE ON INFORMATIVE AND CYBERNETICS FOR COMPUTATIONAL SOCIAL SYSTEMS (ICCSS), 2016, : 25 - 29
  • [2] Fault-Tolerant Control of Uncertain MIMO Nonlinear Systems: An Adaptive Fuzzy Approach
    Li, Ping
    Jin, Fujiang
    2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 2908 - 2913
  • [3] An adaptive fuzzy design for fault-tolerant control of MIMO nonlinear uncertain systems
    Li P.
    Yang G.
    Journal of Control Theory and Applications, 2011, 9 (2): : 244 - 250
  • [4] Adaptive Fault-Tolerant Control for a Class of Uncertain Nonlinear Systems with Actuator Failures
    Hupo, Ouyang
    Zhang, Huiping
    Chen, Ping
    Lin, Yan
    PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019), 2019, : 937 - 942
  • [5] Adaptive fuzzy fault-tolerant control for a class of nonlinear systems with actuator failures
    Yang, Junping
    Wang, Huanqing
    2015 CHINESE AUTOMATION CONGRESS (CAC), 2015, : 220 - 225
  • [6] Fuzzy Adaptive Output Feedback Fault-Tolerant Tracking Control of a Class of Uncertain Nonlinear Systems With Nonaffine Nonlinear Faults
    Li, Yuan-Xin
    Yang, Guang-Hong
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 24 (01) : 223 - 234
  • [7] Fuzzy Event-Triggered Fault-Tolerant Control for a Class of Uncertain Nonlinear Systems
    Yan, Yan
    Wu, Li-Bing
    Hu, Yu-Han
    Zhang, Zhi-Guo
    2021 13TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2021, : 19 - 25
  • [8] Adaptive fuzzy output-feedback fault-tolerant tracking control of a class of uncertain nonlinear switched systems
    Cui, Di
    Niu, Ben
    Wang, Huanqing
    Yang, Dong
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2019, 50 (14) : 2673 - 2686
  • [9] Adaptive Fault-Tolerant Tracking Control of A Class of Uncertain Nonlinear Systems With Actuator Faults
    Yang Yang
    Yue Dong
    Xie Xiangpeng
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 556 - 561
  • [10] Robust Adaptive Fault-Tolerant Control for a Class of Uncertain Nonlinear Time Delay Systems
    Li, Yuan-Xin
    Yang, Guang-Hong
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (07): : 1554 - 1563