Decentralized Adaptive Fault-Tolerant Control for a Class of Strong Interconnected Nonlinear Systems via Graph Theory

被引:83
|
作者
Ma, Hong-Jun [1 ,2 ,3 ]
Xu, Lin-Xing [2 ]
机构
[1] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[3] Minist Educ, Key Lab Knowledge Automat Proc Ind, Beijing 100083, Peoples R China
关键词
Actuators; Fault tolerance; Fault tolerant systems; Graph theory; Nonlinear systems; Decentralized control; Adaptive systems; Fault-tolerant control (FTC); graph theoretical method; high-gain technique; interconnected nonlinear systems; LARGE-SCALE SYSTEMS; OUTPUT-FEEDBACK; TRACKING; STABILIZATION;
D O I
10.1109/TAC.2020.3014292
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 article addresses the decentralized tracking control problem for a class of strong interconnected nonlinear systems with actuator faults. The considered interconnections are allowed to be dominated by some bounding functions, which are linear growth in the status of all subsystems. First, an adaptive high-gain technique is introduced to deal with the unknown strong interconnections. Then, a group of fault-tolerant controllers is designed to adaptively compensate for the effects of the actuator failures, in which the controller gain parameters are adjusted online only according to local available information. Furthermore, with the aid of an algebraic graph theory result, it is proved that all signals of the closed-loop system are globally uniformly bounded, and the tracking errors of all subsystems converge to zero asymptotically. The effectiveness of the proposed control algorithm is demonstrated by a numerical simulation.
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页码:3227 / 3234
页数:8
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