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
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