• DocumentCode
    2571709
  • Title

    Least-restrictive robust MPC of periodic affine systems with application to building climate control

  • Author

    Gondhalekar, Ravi ; Oldewurtel, Frauke ; Jones, Colin N.

  • Author_Institution
    Dept. of Mech. Eng., Osaka Univ., Suita, Japan
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    5257
  • Lastpage
    5263
  • Abstract
    Robust state-feedback model predictive control (MPC) of discrete-time periodic affine systems is considered. States and inputs are subject to periodically time-dependent, hard, convex, polyhedral constraints. Disturbances are additive, bounded and subject to periodically time-dependent bounds. The control objective is given in terms of periodically time-dependent costs. First, maximum robust periodic controlled invariant sets are formally characterized and subsequently employed in the design of least-restrictive robustly strongly feasible periodic MPC problems. Finally, the proposed methods are applied to controlling room temperatures in buildings.
  • Keywords
    discrete time systems; periodic control; predictive control; robust control; state feedback; temperature control; building climate control; building room temperature control; discrete-time periodic affine systems; least-restrictive robust MPC; periodically time-dependent bounds; robust periodic controlled invariant sets; robust state-feedback model predictive control; Buildings; Heating; Meteorology; Robustness; Stochastic processes; Trajectory; Building climate control; Constrained control; Model predictive control; Periodic systems; Set invariance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2010 49th IEEE Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4244-7745-6
  • Type

    conf

  • DOI
    10.1109/CDC.2010.5717371
  • Filename
    5717371