• DocumentCode
    3444609
  • Title

    A model reduction scheme with preserved optimal performance

  • Author

    Mutsaers, Mark ; Weiland, Siep

  • Author_Institution
    Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
  • fYear
    2011
  • fDate
    12-15 Dec. 2011
  • Firstpage
    7176
  • Lastpage
    7181
  • Abstract
    This paper addresses a problem in control relevant model reduction. More specifically, a model reduction scheme is proposed that preserves the disturbance decoupling property of the to-be-reduced plant. It is shown that optimal feedback laws designed for the reduced system will actually be optimal for the non-reduced system. Moreover, a characterization is given for the minimal reduction order for which this property can be established. This can be extended to the design of observers for complex systems. The results are illustrated by a simulation example.
  • Keywords
    control system synthesis; feedback; observers; optimal control; reduced order systems; control relevant model reduction; disturbance decoupling property; model reduction scheme; nonreduced system; observer design; optimal feedback law; preserved optimal performance; Approximation methods; Complexity theory; Control systems; Large-scale systems; Observers; Reduced order systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-61284-800-6
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2011.6161379
  • Filename
    6161379