DocumentCode
3532908
Title
Inversion-based synthesis algorithm of periodic fault detection and isolation filters
Author
Varga, A.
Author_Institution
Inst. of Syst. Dynamics & Control, German Aerosp. Center, Wessling, Germany
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
4367
Lastpage
4372
Abstract
A numerically reliable lifting-free computational method is proposed to solve fault detection and isolation problems for periodic systems using a model matching approach. The synthesis procedure employs numerically reliable algorithms to determine least order annihilators of periodic systems to reduce the corresponding periodic model matching problem to a simpler form. The reduced problem is then solved using an explicit periodic system inversion based approach. If the resulting fault detection filter is not stable and/or not causal, then a final stabilization step is performed using periodic coprime factorization techniques. The proposed integrated synthesis algorithm has strongly coupled computational steps, where all available structural information at the end of each computational step are fully exploited in the subsequent computations.
Keywords
fault diagnosis; numerical analysis; stability; explicit periodic system inversion; fault detection filter; final stabilization step; inversion-based synthesis algorithm; isolation filters; isolation problems; least order annihilators; numerically reliable algorithms; numerically reliable lifting-free computational method; periodic coprime factorization; periodic fault detection; periodic model matching problem; periodic systems; structural information; synthesis procedure; Computational modeling; Detectors; Fault detection; Heuristic algorithms; Numerical models; Reliability; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760561
Filename
6760561
Link To Document