• DocumentCode
    3161615
  • Title

    Feasibility for non-square linear MPC

  • Author

    Shead, L.R.E. ; Rossiter, J.A.

  • Author_Institution
    Univ. of Sheffield, Sheffield
  • fYear
    2007
  • fDate
    9-13 July 2007
  • Firstpage
    4464
  • Lastpage
    4469
  • Abstract
    This paper investigates how the attributes of non-square systems affects feasibility in linear (MPC). Following on from the foundation set in [16], which formulated a transparent and simple approach to feasibility in linear MPC, this paper extends these ideas for application to non-square systems. Feasibility is maximised by allowing the dynamic optimisation to choose steady-state states and inputs that give offset-free tracking (as opposed to squaring the system beforehand), and prioritising appropriately between inputs and outputs when set-points are not achievable. A single stage MPC algorithm is presented, linking reference governor approaches, closed-loop paradigm MPC and non-square techniques through an approach that is novel and has the strength of simplicity.
  • Keywords
    closed loop systems; dynamic programming; predictive control; closed-loop paradigm; dynamic optimisation; nonsquare linear model predictive control; reference governor approach; steady-state optimisation; Cities and towns; Constraint optimization; Control engineering; Control systems; Joining processes; MIMO; State estimation; Steady-state; Target tracking; Time varying systems;
  • 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.2007.4282332
  • Filename
    4282332