• DocumentCode
    700811
  • Title

    Subspace identification of balanced deterministic bilinear systems subject to white inputs

  • Author

    Favoreel, W. ; De Moor, B. ; Van Overschee, P.

  • Author_Institution
    Dept. of Electr. Eng., Katholieke Univ. Leuven, Leuven, Belgium
  • fYear
    1997
  • fDate
    1-7 July 1997
  • Firstpage
    2264
  • Lastpage
    2269
  • Abstract
    In this paper, we generalize a class of existing linear sub-space identification techniques to subspace identification algorithms for bilinear, discrete time, time invariant systems. It is shown that in the case that the input is white, most of the properties of linear subspace identification can be extended to equivalent properties for bilinear systems. Further it is shown that the model obtained will be nearly balanced. An example of the identification of a distillation column is given.
  • Keywords
    bilinear systems; discrete time systems; identification; balanced deterministic bilinear systems; discrete time systems; distillation column identification; linear subspace identification techniques; subspace identification algorithms; time invariant systems; white inputs; Data models; Linear systems; Mathematical model; Nonlinear systems; Numerical models; Observability; Stochastic processes; Nonlinear identification; model reduction; subspace methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 1997 European
  • Conference_Location
    Brussels
  • Print_ISBN
    978-3-9524269-0-6
  • Type

    conf

  • Filename
    7082442