• DocumentCode
    2477733
  • Title

    Solution of fractional order optimal control problems using SVD-based rational approximations

  • Author

    Tricaud, Christophe ; Chen, YangQuan

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Utah State Univ., Logan, UT, USA
  • fYear
    2009
  • fDate
    10-12 June 2009
  • Firstpage
    1430
  • Lastpage
    1435
  • Abstract
    This paper introduces a new direction to approximately solving fractional order optimal control problems (FOCPs). A general methodology is described that can potentially solve any type of FOCPs (linear/nonlinear, time-invariant/time-variant, SISO/MIMO, state/input constrained, free terminal conditions etc.). The method uses a rational approximation of the fractional derivative operator obtained from the singular value decomposition of the Hankel data matrix of the impulse response. The FOCP is then reformulated to be solved by RIOTS_95, a general-purpose optimal control problem (OCP) solver in the form of a MATLAB toolbox. Illustrative examples from the literature are reproduced to demonstrate the effectiveness of the propose methodology and a free final time OCP is also demonstrated.
  • Keywords
    function approximation; optimal control; rational functions; singular value decomposition; transient response; Hankel data matrix; SVD-based rational approximations; fractional derivative operator; fractional order optimal control; general-purpose optimal control problem; impulse response; singular value decomposition; Control systems; Differential equations; Displays; Fractional calculus; MATLAB; MIMO; Mathematical model; Matrix decomposition; Optimal control; Singular value decomposition; Fractional calculus; fractional order optimal control problems; numerical methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2009. ACC '09.
  • Conference_Location
    St. Louis, MO
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-4523-3
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2009.5160677
  • Filename
    5160677