DocumentCode :
2702738
Title :
Fault Tolerant Control of a Class of Unknown Multivariable Nonlinear Systems Using Fuzzy Approximation
Author :
Tong, Shaocheng ; Tong, Shuo
Author_Institution :
Liaoning Univ. of Technol., Jinzhou
fYear :
2007
fDate :
15-19 Dec. 2007
Firstpage :
7
Lastpage :
10
Abstract :
In this paper, we have developed an adaptive fuzzy fault tolerant control approach for a class of MIMO unknown nonlinear systems based on the idea of a corrective control law which activated in the presence of a fault. Online approximators, in the forms of fuzzy logic systems, are used to learn the unknown dynamics and the unknown fault functions on-line and provide the fault tolerant control law. The closed-loop stability of the proposed fault tolerant control scheme is rigorously proved using Lyapunov theory and illustrated based on a simulation example.
Keywords :
Lyapunov methods; MIMO systems; adaptive control; closed loop systems; fuzzy control; multivariable control systems; nonlinear control systems; uncertain systems; Lyapunov theory; MIMO unknown nonlinear systems; adaptive fuzzy fault tolerant control; closed-loop stability; corrective control law; fuzzy approximation; fuzzy logic systems; unknown multivariable nonlinear systems; Adaptive control; Control systems; Fault tolerant systems; Fuzzy control; Fuzzy logic; Fuzzy systems; MIMO; Nonlinear control systems; Nonlinear systems; Programmable control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Security Workshops, 2007. CISW 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-0-7695-3073-4
Type :
conf
DOI :
10.1109/CISW.2007.4425433
Filename :
4425433
Link To Document :
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