• DocumentCode
    3415319
  • Title

    Optimal control of fractional systems based on the diffusive representation

  • Author

    Idiri, Ghania ; Djennoune, Said ; Bettayeb, M.

  • Author_Institution
    Lab. de Conception et Conduite des Syst. de Production, Univ. Mouloud MAMMERI de Tizi-Ouzou, Tizi-Ouzou, Algeria
  • fYear
    2013
  • fDate
    29-31 Oct. 2013
  • Firstpage
    265
  • Lastpage
    270
  • Abstract
    This paper deals with optimal control of fractional order systems using control vector parameterization. The main idea consists in transforming the optimal control problem to a nonlinear optimization problem where the optimization variables are the parameters of the optimal control law to be determined. Thus, by parameterizing the control variable by unknown parameters and by substituting its expression in the diffusive representation of the fractional system, a set of ordinary differential equations is obtained. These equations are solved by the variational iteration method to get an approximate analytical expression of the optimal trajectories as a function of time and the unknown parameters of the optimal control law. Then, by substituting the expression of the control law and the optimal trajectories into the performance index, a non linear optimization problem is obtained where the control law parameters are the optimization variables. The solution of the obtained optimization problem using a global optimization method gives the optimal values of the control parameters, that is, the optimal control law. The proposed approach is illustrated by an application example.
  • Keywords
    differential equations; iterative methods; nonlinear programming; optimal control; performance index; trajectory control; approximate analytical expression; control vector parameterization; diffusive representation; fractional order systems; global optimization method; nonlinear optimization problem; optimal control law; optimal trajectories; optimal values; ordinary differential equations; performance index; variational iteration method; Approximation methods; Differential equations; Mathematical model; Optimal control; Optimization; Performance analysis; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems and Control (ICSC), 2013 3rd International Conference on
  • Conference_Location
    Algiers
  • Print_ISBN
    978-1-4799-0273-6
  • Type

    conf

  • DOI
    10.1109/ICoSC.2013.6750869
  • Filename
    6750869