FTC Design for Switched Fractional-Order Nonlinear Systems: An Application in a Permanent Magnet Synchronous Motor System

被引:26
|
作者
Sui, Shuai [1 ]
Tong, Shaocheng [2 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
[2] Dalian Maritime Univ, Nav Coll, Dalian 116026, Peoples R China
基金
中国国家自然科学基金;
关键词
Switches; Nonlinear systems; Control systems; MIMO communication; Actuators; Artificial neural networks; Switched systems; Adaptive control; dynamic surface control (DSC) technique; fault-tolerant control (FTC) technique; fractional-order systems; multiple-input-multiple-output (MIMO) nonlinear systems; neural networks (NNs); ADAPTIVE NEURAL-CONTROL; TRACKING CONTROL; BACKSTEPPING DESIGN; DELAY SYSTEMS; FUZZY CONTROL; STABILIZATION; CONSENSUS;
D O I
10.1109/TCYB.2021.3123377
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 article, an adaptive fault-tolerant control (FTC) method and a fractional-order dynamic surface control (DSC) algorithm are jointly proposed to deal with the stabilization problem for a class of multiple-input-multiple-output (MIMO) switched fractional-order nonlinear systems with actuator faults and arbitrary switching. In each MIMO subsystem and each switched subsystem, the neural networks (NNs) are utilized to identify the complicated unknown nonlinearities. A fractional filter DSC technology is adopted to conquer the issue of ``explosion of complexity,'' which may occur when some functions are repeatedly derived. The common Lyapunov function method is used to restrain arbitrary switching problems in the system, and the actuator compensation technique is introduced to tackle the failure faults and bias faults in the actuators. By combining the backstepping DSC design technique and fractional-order stability theory, a novel NN adaptive switching FTC algorithm is proposed. Under the operation of the proposed algorithm, the stability and control performance of the fractional-order systems can be guaranteed. Finally, a simulation example of a permanent magnet synchronous motor (PMSM) system reveals the feasibility and effectiveness of the developed scheme.
引用
收藏
页码:2506 / 2515
页数:10
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