• DocumentCode
    2087056
  • Title

    Infinite-horizon model predictive control with structured input signals

  • Author

    Van den Boom, Ton J J

  • Author_Institution
    Dept. of Inf. Technol. & Syst., Delft Univ. of Technol., Netherlands
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    448
  • Abstract
    Model predictive control (MPC) is a very popular controller design method in the process industry. One of the main advantages of MPC is that it can handle constraints on the inputs and outputs and it is capable of tracking pre-scheduled reference signals. In the paper the infinite prediction horizon problem is discussed. The input signal has been structured, in order to be able to handle signal constraints, to track pre-scheduled reference signals and to reject measurable disturbances. Beyond a switching horizon, the input signal is described by a number of (orthogonal) basis functions or a static state feedback. By structuring the input, the degrees of freedom in the resulting optimization problem remains bounded. The optimal infinite-horizon model predictive control-law is given in a closed form. In the unconstrained case an expression for the LTI controller is derived.
  • Keywords
    linear systems; optimal control; optimisation; predictive control; process control; state feedback; state-space methods; LTI controller; basis functions; infinite-horizon model predictive control; measurable disturbances rejection; optimization problem; prescheduled reference signals tracking; signal constraints; static state feedback; structured input signals; switching horizon; Control engineering; Design methodology; Electrical equipment industry; Industrial control; Information technology; Optimal control; Predictive control; Predictive models; Stability; State feedback;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2002. Proceedings of the 2002
  • ISSN
    0743-1619
  • Print_ISBN
    0-7803-7298-0
  • Type

    conf

  • DOI
    10.1109/ACC.2002.1024846
  • Filename
    1024846