• DocumentCode
    3171487
  • Title

    A Novel Scheme for Positive Real Balanced Truncation

  • Author

    Unneland, Kari ; Van Dooren, Paul ; Egeland, Olav

  • Author_Institution
    Norwegian Univ. of Sci. & Technol. (NTNU), Trondheim
  • fYear
    2007
  • fDate
    9-13 July 2007
  • Firstpage
    947
  • Lastpage
    952
  • Abstract
    Here, model reduction, based on balanced truncation, of stable and passive systems will be considered. An overview over some of the already existing techniques will be given; Lyapunov balancing, Riccati balancing and Stochastic balancing. Subsequently a novel scheme for positive real balanced truncation will be proposed. This new method is a combination of the already existing Lyapunov balancing and Riccati balancing. Using Riccati balancing, the solution of two Riccati equations are needed to obtain passive reduced order systems. For the suggested method, only one Lyapunov equation and one Riccati equation are solved in order to obtain passive reduced order systems, which is less computationally demanding. A numerical example is given at the end to compare the approximation error of the different schemes.
  • Keywords
    Lyapunov methods; Riccati equations; reduced order systems; Lyapunov balancing technique; Lyapunov equation; Riccati balancing technique; Riccati equations; Stochastic balancing technique; model reduction; passive reduced order systems; positive real balanced truncation; stable system; Approximation error; Cities and towns; Controllability; Cybernetics; Mathematical model; Observability; Reduced order systems; Riccati equations; Stability; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2007. ACC '07
  • Conference_Location
    New York, NY
  • ISSN
    0743-1619
  • Print_ISBN
    1-4244-0988-8
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2007.4282863
  • Filename
    4282863