Adaptive Fuzzy Fault-Tolerant Control for Uncertain Nonlinear Switched Stochastic Systems with Time-Varying Output Constraints

被引:83
作者
Liu, Yanli [1 ]
Ma, Hongjun [1 ]
Ma, Hui [2 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Liaoning, Peoples R China
[2] Bohai Univ, Sch Math & Phys, Jinzhou 121013, Peoples R China
关键词
Actuator faults; adaptive fuzzy control; fault-tolerant control (FTC); switched stochastic systems; time-varying output constraints; FAILURE COMPENSATION CONTROL; GLOBAL ROBUST STABILIZATION; DYNAMIC SURFACE CONTROL; FEEDBACK SYSTEMS; TRACKING CONTROL; NEURAL-CONTROL; ACTUATOR; DESIGN; APPROXIMATION; DISSIPATIVITY;
D O I
10.1109/TFUZZ.2018.2814596
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Adaptive fuzzy fault-tolerant control problem for a class of uncertain switched stochastic nonlinear systems with time-varying asymmetric output constraints is addressed in this study. Under the action of well-designed asymmetric nonlinear mapping, fuzzy control technology, and backstepping recursive design scheme; the actuator faults of both loss of effectiveness and lock-in-place are considered to develop the adaptive fuzzy controller. The boundedness of all signals as well as the convergence of the output tracking error of the closed-loop plant to an arbitrary small neighborhood about zero are guaranteed by the developed fuzzy adaptive control strategy, and the time-varying output constraints are not violated. A simulation example is worked out to demonstrate the validity of the proposed control scheme.
引用
收藏
页码:2487 / 2498
页数:12
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