Adaptive finite-time fault-tolerant control for switched nonlinear systems with actuator fault and dead-zone via prescribed performance

被引:17
|
作者
Bali, Arun [1 ]
Singh, Uday Pratap [1 ]
Kumar, Rahul [1 ]
Jain, Sanjeev [2 ]
机构
[1] Shri Mata Vaishno Devi Univ, Sch Math, Katra 182320, Jammu & Kashmir, India
[2] Cent Univ Jammu, Dept Comp Sci & Informat Technol, Samba 181143, Jammu & Kashmir, India
关键词
Switched nonlinear systems; Neural networks; Common Lyapunov function; Actuator fault; Input dead-zone; Prescribed performance function; BACKSTEPPING CONTROL; TRACKING CONTROL;
D O I
10.1016/j.ejcon.2023.100799
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, an adaptive finite-time fault-tolerant control (FTC) technique for a class of switched non -linear systems in strict-feedback form is presented. The switched nonlinear systems are considered un -der the influence of actuator fault, input-dead zone, and external disturbances. A prescribed performance function is used to ensure transient and steady-state control performance. To approximate unknown func-tions and minimize the negative effect of faults, radial basis function neural networks (RBFNNs) are used. With the help of neural networks and the backstepping method, an adaptive finite-time tracking con-troller is constructed. For the stability analysis of the proposed approach, the common Lyapunov function (CLF) is employed. Based on the Lyapunov function method, it has been shown that all the signals in the closed-loop system are semi-globally practically finite-time (SGPF)-stable. Also, the tracking error con-verges to a small residual set with the prescribed performance bounds. Finally, two simulation examples show the effectiveness of the presented control method, one of which is an application to a continuous stirred tank reactor (CSTR).(c) 2023 European Control Association. Published by Elsevier Ltd. All rights reserved.
引用
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页数:17
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