Title :
Computational issues in fault detection filter design
Author_Institution :
German Aerosp. Center, DLR, Wessling, Germany
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;
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
Print_ISBN :
0-7803-7516-5
DOI :
10.1109/CDC.2002.1185132