• DocumentCode
    1538409
  • Title

    Fault isolation filter design for linear time-invariant systems

  • Author

    Liu, Binfan ; Si, Jennie

  • Author_Institution
    Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
  • Volume
    42
  • Issue
    5
  • fYear
    1997
  • fDate
    5/1/1997 12:00:00 AM
  • Firstpage
    704
  • Lastpage
    707
  • Abstract
    This paper is concerned with the problem of detecting and isolating multiple faults by a full-order observer of the plant state. We first obtain the fault isolability condition from the dual concept, namely static-state feedback decoupling. A new full-state observer design method is then developed to isolate simultaneous multiple faults. The method can isolate m simultaneous faults with m output measurements (such that the isolability condition is satisfied) under zero initial error of state estimation. Asymptotic fault isolation results can also be obtained using the same observer design if the number of invariant eigenvalues is (n-m), and if they are stable, where n represents the system order, m is the number of faults in the system. In both cases m can be up to the system order n
  • Keywords
    eigenvalues and eigenfunctions; fault diagnosis; filtering theory; linear systems; observers; state feedback; asymptotic fault isolation; fault isolability condition; fault isolation filter; full-order observer; full-state observer; invariant eigenvalues; linear time-invariant systems; state estimation; static-state feedback decoupling; Design methodology; Eigenvalues and eigenfunctions; Equations; Fault detection; Feedback; Nonlinear filters; Observers; Sensor systems; State estimation; Vectors;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.580881
  • Filename
    580881