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
中国国家自然科学基金; 澳大利亚研究理事会;
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
相关论文
共 50 条
  • [21] Nonfragile Sampled-Data Control for Interval Type-2 Fuzzy Modeling of Permanent Magnet Synchronous Generator-Based Wind Turbine Systems
    Anbalagan, Pratap
    Joo, Young Hoon
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54 (04): : 2426 - 2439
  • [22] State-Feedback Sampled-Data Control Design for Nonlinear Systems via Passive Theory
    Yang, Chengming
    Zhou, Qi
    Karimi, H. R.
    Wang, Huanqing
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [23] Sampled-Data Fuzzy Fault Estimation Observer Design for Nonlinear Systems
    Koo, Geun Bum
    IEEE ACCESS, 2023, 11 : 145612 - 145624
  • [24] A Robust Asynchronous Sampled-Data Control Design for Nonlinear Systems with Actuator Failures
    Acho, Leonardo
    Buenestado, Pablo
    APPLIED SCIENCES-BASEL, 2017, 7 (09):
  • [25] Finite-Time Dynamic Event-Triggered Fuzzy Output Fault-Tolerant Control for Interval Type-2 Fuzzy Systems
    Li, Xiaomei
    Song, Wenting
    Li, Yongming
    Tong, Shaocheng
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (11) : 4926 - 4938
  • [26] Control Design for Interval Type-2 Fuzzy Systems Under Imperfect Premise Matching
    Lam, H. K.
    Li, Hongyi
    Deters, Christian
    Secco, E. L.
    Wurdemann, Helge A.
    Althoefer, Kaspar
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (02) : 956 - 968
  • [27] Membership-Function-Dependent Control Design of Interval Type-2 Sampled-Data Fuzzy-Model-Based Output-Feedback Tracking Control System
    Chen, Ming
    Lam, Hak-Keung
    Xiao, Bo
    Zhou, Hongying
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (09) : 3823 - 3832
  • [28] Control design for interval type-2 polynomial fuzzy-model-based systems with time-varying delay
    Li, Yuandi
    Lam, Hak-Keung
    Zhang, Lixian
    IET CONTROL THEORY AND APPLICATIONS, 2017, 11 (14) : 2270 - 2278
  • [29] Interval type-2 fuzzy control for nonlinear discrete-time systems with time-varying delays
    Zhou, Qi
    Liu, Di
    Gao, Yabin
    Lam, Hak-Keung
    Sakthivel, R.
    NEUROCOMPUTING, 2015, 157 : 22 - 32
  • [30] Memory Sampled-Data Controller Design for Interval Type-2 Fuzzy Systems via Polynomial-Type Lyapunov-Krasovskii Functional
    Sharmila, V.
    Rakkiyappan, R.
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 53 (01): : 82 - 93