Title :
Design of stable fuzzy-observer-based residual generators for a class of nonlinear systems
Author :
Krokavec, D. ; Filasová, A. ; Hladký, V.
Author_Institution :
Dept. of Cybern. & Artificial Intell., Tech. Univ. of Kosice, Košice, Slovakia
Abstract :
One principle for designing fuzzy-observer-based fault residual generators for one class of continuous-time nonlinear MIMO system is treated in this paper. The problem addressed can be indicated as an approach given sufficient conditions for residual generator design based on fuzzy system state observers. The conditions are outlined in the terms of linear matrix inequalities to possess a stable structure closest to optimal asymptotic properties. Simulation results illustrate the design procedures and demonstrate the performance of the proposed residual generator.
Keywords :
MIMO systems; continuous time systems; fault diagnosis; fuzzy systems; linear matrix inequalities; nonlinear control systems; observers; stability; continuous-time nonlinear MIMO system; fault residual generators; linear matrix inequalities; stable fuzzy-observer design; Computational modeling; Generators; Mathematical model; Nonlinear dynamical systems; Observers; Symmetric matrices; Fault detection; convex optimization; fuzzy observers; linear matrix inequalities; residual generators;
Conference_Titel :
Intelligent Engineering Systems (INES), 2011 15th IEEE International Conference on
Conference_Location :
Poprad
Print_ISBN :
978-1-4244-8954-1
DOI :
10.1109/INES.2011.5954768