• 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