Fault-Tolerant Adaptive Fuzzy Tracking Control for Nonaffine Fractional-Order Full-State-Constrained MISO Systems With Actuator Failures

被引:38
|
作者
Yang, Wengui [1 ,2 ,3 ]
Yu, Wenwu [1 ,4 ]
Zheng, Wei Xing [3 ]
机构
[1] Southeast Univ, Sch Math, Nanjing 210096, Peoples R China
[2] Sanmenxia Polytech, Minist Publ Educ, Sanmenxia 472000, Peoples R China
[3] Univ Western Sydney, Sch Comp, Data & Math Sci, Sydney, NSW 2751, Australia
[4] Nantong Univ, Dept Elect Engn, Nantong 226019, Peoples R China
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
Adaptive systems; Adaptation models; Actuators; Nonlinear systems; Fault tolerant systems; Fault tolerance; Backstepping; Adaptive fuzzy control; fault-tolerant tracking control; full-state constraints; nonaffine fractional-order systems; BARRIER LYAPUNOV FUNCTIONS; VARYING DELAY SYSTEMS; NONLINEAR-SYSTEMS; NEURAL-CONTROL; DESIGN;
D O I
10.1109/TCYB.2020.3043039
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of fault-tolerant adaptive fuzzy tracking control against actuator faults is investigated in this article for a type of uncertain nonaffine fractional-order nonlinear full-state-constrained multi-input-single-output (MISO) system. By means of the existence theorem of the implicit function and the intermediate value theorem, the design difficulty arising from nonaffine nonlinear terms is surmounted. Then, the unknown ideal control inputs are approximated by using some suitable fuzzy-logic systems. An adaptive fuzzy fault-tolerant control (FTC) approach is developed by employing the barrier Lyapunov functions and estimating the compounded disturbances. Moreover, under the drive of the reference signals, a sufficient condition ensuring semiglobal uniform ultimate boundedness is obtained for all the signals in the closed-loop system, and it is proved that all the states of nonaffine nonlinear fractional-order systems are guaranteed to remain inside the predetermined compact set. Finally, two numerical examples are provided to exhibit the validity of the designed adaptive fuzzy FTC approach.
引用
收藏
页码:8439 / 8452
页数:14
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