• DocumentCode
    2555938
  • Title

    Singular perturbation analysis of system order reduction via system balancing

  • Author

    Gajic, Zoran ; Lelic, Muhidin

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Rutgers Univ., Piscataway, NJ, USA
  • Volume
    4
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    2420
  • Abstract
    In this paper we first present several alternative techniques for system order reduction based on system balancing by employing the method of singular perturbations. The techniques obtained have the same robustness accuracy evaluated with respect to the H∞ norm of the reduced-order system as the two techniques existing in the control literature known as the direct truncation and balancing residualization methods. We propose how to perform order-reduction of a balanced system using theory of singular perturbations that can produce very good accuracy at high frequencies particularly for systems that have lightly damped highly oscillatory modes. The result obtained for such kind of systems requires that the modes with higher Hankel singular values should be neglected and those with smaller Hankel singular values should be retained, which is counter-intuitive result in the spirit of H ∞ theory, but an intuitive result in the spirit of theory of singular perturbations. This result raises an important question about validity of the system robustness estimate based on the H ∞ norm for linear systems with lightly damped highly oscillatory modes
  • Keywords
    H∞ control; Hankel matrices; reduced order systems; robust control; singularly perturbed systems; H∞ norm; Hankel singular values; lightly damped highly oscillatory modes; reduced-order system; robustness accuracy; singular perturbation analysis; singular perturbations; system balancing; system order reduction; Control systems; Controllability; Equations; Linear systems; Observability; Reduced order systems; Robust control; Robustness; Transfer functions; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2000. Proceedings of the 2000
  • Conference_Location
    Chicago, IL
  • ISSN
    0743-1619
  • Print_ISBN
    0-7803-5519-9
  • Type

    conf

  • DOI
    10.1109/ACC.2000.878615
  • Filename
    878615