• DocumentCode
    1698194
  • Title

    Design of integrated fault detection, diagnosis and reconfigurable control systems

  • Author

    Zhang, Youmin ; Jiang, Jin

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Western Ontario, London, Ont., Canada
  • Volume
    4
  • fYear
    1999
  • fDate
    6/21/1905 12:00:00 AM
  • Firstpage
    3587
  • Abstract
    In this paper, a novel approach for integrated fault detection, diagnosis and reconfigurable control systems design in the discrete-time stochastic domain is proposed. The scheme is based on a two-stage adaptive Kalman filter for simultaneous state and fault parameter estimation, statistical decisions for fault detection, diagnosis and activation of controller reconfiguration. Using the information provided by the fault detection and diagnosis scheme, the reconfigurable controller is designed automatically using an eigenstructure assignment technique. To eliminate the steady-state tracking error, a feedforward reconfigurable control law is also incorporated. The proposed approach has been evaluated using two examples. The effectiveness and superiority of the proposed approach have been demonstrated in comparison with existing reconfigurable controllers which are based on linear quadratic regulator and other eigenstructure assignment techniques
  • Keywords
    adaptive Kalman filters; control system synthesis; discrete time systems; eigenstructure assignment; fault diagnosis; feedforward; parameter estimation; stochastic systems; adaptive Kalman filter; discrete-time systems; eigenstructure assignment; fault detection; fault diagnosis; feedforward; parameter estimation; reconfigurable control systems; stochastic systems; Adaptive control; Automatic control; Control systems; Error correction; Fault detection; Fault diagnosis; Parameter estimation; Programmable control; Steady-state; Stochastic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1999. Proceedings of the 38th IEEE Conference on
  • Conference_Location
    Phoenix, AZ
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-5250-5
  • Type

    conf

  • DOI
    10.1109/CDC.1999.827909
  • Filename
    827909