• DocumentCode
    34254
  • Title

    Frequency-Interval Model Reduction of Bilinear Systems

  • Author

    Shaker, Hamid Reza ; Tahavori, Maryamsadat

  • Author_Institution
    Fac. of Eng. & Natural Sci., Aalesund Univ. Coll., Alesund, Norway
  • Volume
    59
  • Issue
    7
  • fYear
    2014
  • fDate
    Jul-14
  • Firstpage
    1948
  • Lastpage
    1953
  • Abstract
    In this technical note, a new method for model reduction of bilinear systems is presented. The method is developed in particular for many applications in which one is interested to approximate a system in a given frequency-interval. To this end, new generalized frequency-interval gramians are introduced for bilinear systems. It is shown that these gramians are the solutions to the so-called frequency-interval generalized Lyapunov equations. The conditions for these equations to be solvable are derived and an algorithm is proposed to solve such equations iteratively. The method is further illustrated with the help of an illustrative example. The numerical results show that the method is more accurate than its previous counterpart which is based on the ordinary gramians.
  • Keywords
    Hermitian matrices; Lyapunov matrix equations; approximation theory; bilinear systems; iterative methods; reduced order systems; bilinear systems; frequency-interval generalized Lyapunov equations; frequency-interval gramians; frequency-interval model reduction; Controllability; Equations; Frequency control; Mathematical model; Nonlinear systems; Observability; Reduced order systems; Bilinear systems; frequency-interval; generalized Lyapunov equation; gramians; model reduction;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2013.2295661
  • Filename
    6690103