DocumentCode
706392
Title
Local approach to FDI in nonlinear dynamical systems
Author
Basseville, Michele ; Qinghua Zhang
Author_Institution
IRISA, Rennes, France
fYear
1999
fDate
Aug. 31 1999-Sept. 3 1999
Firstpage
391
Lastpage
396
Abstract
We address the problem of component fault detection and isolation in nonlinear dynamical systems. We consider parameterized nonlinear state-space models and, in the framework of the local approach we have developed, we investigate two possible solutions. The first one is based on state elimination and the use of an equivalent input-output model. The second one is based on state estimation and the use of an observer. We discuss the advantages and drawbacks of both approaches. Numerical results are given for both methods applied on a simulated example.
Keywords
fault diagnosis; nonlinear systems; observers; state-space methods; FDI; component fault detection; equivalent input-output model; fault isolation; nonlinear dynamical systems; observer; parameterized nonlinear state-space models; state elimination; state estimation; Computational modeling; Mathematical model; Monitoring; Noise; Observers; Sensitivity; FDI; component faults; nonlinear dynamical systems; statistical local approach;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 1999 European
Conference_Location
Karlsruhe
Print_ISBN
978-3-9524173-5-5
Type
conf
Filename
7099334
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