Fault Estimation and Fault-Tolerant Control for Switched Fuzzy Stochastic Systems

被引:148
作者
Han, Jian [1 ,2 ]
Zhang, Huaguang [1 ,3 ]
Wang, Yingchun [1 ]
Zhang, Kun [1 ]
机构
[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110004, Liaoning, Peoples R China
[2] Ludong Univ, Sch Math & Stat Sci, Yantai 264025, Peoples R China
[3] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110004, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Average dwell time; fault estimation (FE); fault-tolerant control (FTC); mean-square exponentially stable; switched fuzzy stochastic systems; NONLINEAR-SYSTEMS; TRACKING CONTROL; SENSOR; DESIGN; STABILITY; ACTUATOR;
D O I
10.1109/TFUZZ.2018.2799171
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 addresses the problems of fault estimation and fault-tolerant control for switched fuzzy stochastic systems with actuator fault and sensor fault. A novel observer is proposed to estimate the system states, actuator, and sensor faults, simultaneously. The proposed observer can he treated as an extension of the traditional proportional-integral observer. The estimation information is utilized to design the fault-tolerant controller. Based on the piecewise Lyapunov function and the average dwell time, a set of linear matrix inequalities can be achieved, which ensure that the closed-loop system is mean-square exponentially stable with a weighted H-infinity performance level. At last, two simulation examples are provided to illustrate the effectiveness of the proposed approach.
引用
收藏
页码:2993 / 3003
页数:11
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