DocumentCode
3269628
Title
Computational issues in fault detection filter design
Author
Varga, Andras
Author_Institution
German Aerosp. Center, DLR, Wessling, Germany
Volume
4
fYear
2002
fDate
10-13 Dec. 2002
Firstpage
4760
Abstract
We discuss computational issues encountered in the design of residual generators for dynamic inversion based fault detection filters. The two main computational problems in determining a proper and stable residual generator are the computation of an appropriate left-inverse of the fault-system and the computation of coprime factorizations with proper and stable factors. We discuss numerically reliable approaches for both of these computations relying on matrix pencil approaches and recursive pole assignment techniques for descriptor systems. The proposed computational approach to design fault detection filters is completely general and can easily handle even unstable and/or improper systems.
Keywords
fault diagnosis; filtering theory; matrix inversion; pole assignment; appropriate left inverse; computational issues; coprime factorizations; descriptor systems; dynamic inversion; fault detection filter design; improper systems; left-inverse; matrix pencil approaches; recursive pole assignment techniques; residual generators; stable residual generator; unstable systems; Aerodynamics; Detectors; Fault detection; Filters; Laplace equations; Phase detection; Robots; Signal design;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-7516-5
Type
conf
DOI
10.1109/CDC.2002.1185132
Filename
1185132
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