DocumentCode :
1663607
Title :
Model-based fault diagnosis for discrete-time nonlinear systems with use of recalculation of observable dynamics
Author :
Kornoushenko, E.K. ; Gerasimov, V.V. ; Bernstein, A.S.
Author_Institution :
Inst. of Control Scis., Moscow, Russia
Volume :
3
fYear :
1994
Firstpage :
3046
Abstract :
A new approach for fault detection and isolation in discrete time nonlinear systems is presented. The diagnostic approach proposed has the following peculiarities stipulated by using recalculation of observable signals of the dynamic system (DS): a) the problem of system parameter estimation is replaced by a set of local problems of unit parameter estimation; b) the whole diagnostic problem for DS is composed of a finite set of simple “basic” subprocedures, and the complexity of the diagnostic problem for any DS from the class of interest depends only on the number and sequence of such subprocedures
Keywords :
discrete time systems; fault diagnosis; nonlinear control systems; observers; parameter estimation; discrete-time nonlinear systems; dynamic system; fault detection and isolation; model-based fault diagnosis; observable dynamics; parameter estimation; Deconvolution; Equations; Fault detection; Fault diagnosis; MIMO; Nonlinear dynamical systems; Nonlinear systems; Parameter estimation; Redundancy; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
Conference_Location :
Lake Buena Vista, FL
Print_ISBN :
0-7803-1968-0
Type :
conf
DOI :
10.1109/CDC.1994.411319
Filename :
411319
Link To Document :
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