• Title of article

    Krylov subspace methods for model order reduction of bilinear control systems

  • Author/Authors

    Breiten، نويسنده , , Tobias and Damm، نويسنده , , Tobias، نويسنده ,

  • Issue Information
    ماهنامه با شماره پیاپی سال 2010
  • Pages
    8
  • From page
    443
  • To page
    450
  • Abstract
    We discuss the use of Krylov subspace methods with regard to the problem of model order reduction. The focus lies on bilinear control systems, a special class of nonlinear systems, which are closely related to linear systems. While most existent approaches are based on series expansions around zero, we will extend the underlying ideas to a more general context and show that there exist several ways to reduce bilinear systems. Besides, we will briefly address the problem of stability preserving model reduction and further explain the benefit of using two-sided projection methods. By means of some numerical examples, we will illustrate the performance of the presented reduction methods.
  • Keywords
    Bilinear systems , Model Order Reduction , Carleman bilinearization , Multimoment-matching , Krylov subspaces
  • Journal title
    Systems and Control Letters
  • Serial Year
    2010
  • Journal title
    Systems and Control Letters
  • Record number

    1675505