Control design of interval type-2 fuzzy systems with actuator fault: Sampled-data control approach

被引:101
|
作者
Li, Hongyi [1 ]
Sun, Xingjian [2 ]
Shi, Peng [3 ,4 ,5 ]
Lam, Hak-Keung [6 ]
机构
[1] Bohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R China
[2] Bohai Univ, Sch Math & Phys, Jinzhou 121013, Liaoning, Peoples R China
[3] Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China
[4] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA 5005, Australia
[5] Victoria Univ, Coll Engn & Sci, Melbourne, Vic 8001, Australia
[6] Kings Coll London, Dept Informat, London WC2R 2LC, England
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
Fuzzy control; Interval type-2 fuzzy system; Actuator fault; Fuzzy systems; H-infinity control; ACTIVE SUSPENSION SYSTEMS; OUTPUT-FEEDBACK CONTROL; MIMO NONLINEAR-SYSTEMS; SLIDING-MODE CONTROL; TIME-VARYING DELAY; BACKSTEPPING CONTROL; STOCHASTIC-SYSTEMS; STABILITY ANALYSIS; LOGIC CONTROLLER; INPUT DELAY;
D O I
10.1016/j.ins.2015.01.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper focuses on designing sampled-data controller for interval type-2 (IT2) fuzzy systems with actuator fault. The IT2 fuzzy system and the IT2 state-feedback controller share different membership functions. Firstly, considering the mismatched membership functions, the IT2 fuzzy model and the 112 state-feedback sampled-data controller are constructed. Secondly, based on Lyapunov stability theory, an IT2 state-feedback sampled-data controller is designed such that the closed-loop system is asymptotically stable. The actuator failure is considered in the control systems. The resulting closed-loop system is reliable since the designed controller can guarantee the asymptotic stability and H-infinity performance when the actuator experiences failure. The existence condition of the IT2 fuzzy Hoc, sampled-data controller can be expressed by solving a convex optimization problem. An inverted pendulum model is utilized to demonstrate the effectiveness of the proposed new design techniques. (C) 2015 Published by Elsevier Inc.
引用
收藏
页码:1 / 13
页数:13
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