• DocumentCode
    1334359
  • Title

    A Lifting Based Approach to Observer Based Fault Detection of Linear Periodic Systems

  • Author

    Ping Zhang ; Ding, S.X. ; Ping Liu

  • Author_Institution
    Autom. Technol., BASF SE, Ludwigshafen, Germany
  • Volume
    57
  • Issue
    2
  • fYear
    2012
  • Firstpage
    457
  • Lastpage
    462
  • Abstract
    In this note, an approach based on lifting is introduced for the observer based fault detection (FD) of linear discrete-time periodic systems. The main contribution of this note is to give an analytic expression to transform the linear time-invariant (LTI) observer based residual generator designed based on the lifted LTI reformulation of the periodic system into a periodic observer based residual generator to reduce detection delay. The result enables a systematic transfer of the existing observer based FD methods for discrete LTI systems to discrete-time periodic systems.
  • Keywords
    discrete time systems; fault diagnosis; linear systems; observers; periodic control; detection delay reduction; lifting based approach; linear discrete-time periodic systems; linear time-invariant observer based residual generator; observer based fault detection; systematic transfer; Fault detection; Generators; Matrix decomposition; Observers; Optimization; Robustness; Fault detection (FD); lifting; linear discrete-time periodic systems; observer; residual generator;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2011.2166712
  • Filename
    6029416