• DocumentCode
    3428889
  • Title

    Invariant set constructions for feasible reference tracking

  • Author

    Benlaoukli, H. ; Olaru, S. ; Marinkovic, S. ; Boucher, P.

  • Author_Institution
    Autom. Control Dept., SUPELEC, Gif-sur-Yvette, France
  • fYear
    2009
  • fDate
    9-11 Dec. 2009
  • Firstpage
    972
  • Lastpage
    977
  • Abstract
    Model predictive control strategy is based on the iterative resolution of a constrained optimization problem. In this context, the feasibility represents a central issue. The present paper concentrates on the use of the invariant sets to guarantee the feasibility of the predictive control law for reference tracking applications. In a first stage, two basic algorithms to approximate the maximal invariant set (MPI) was presented. The first one proposes set iterations using a contraction procedure, while the second one uses an expansive construction. In a second stage, these procedures are adapted for the computation of feasible reference tracking (FRT) sets.
  • Keywords
    approximation theory; iterative methods; optimisation; predictive control; set theory; constrained optimization problem; contraction procedure; feasible reference tracking sets; invariant set constructions; iterative resolution; maximal invariant set approximation; model predictive control strategy; reference tracking application; set iterations; Automatic control; Automation; Constraint optimization; Iterative algorithms; Optimal control; Predictive control; Predictive models; Sampling methods; Stability analysis; State-space methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Automation, 2009. ICCA 2009. IEEE International Conference on
  • Conference_Location
    Christchurch
  • Print_ISBN
    978-1-4244-4706-0
  • Electronic_ISBN
    978-1-4244-4707-7
  • Type

    conf

  • DOI
    10.1109/ICCA.2009.5410423
  • Filename
    5410423