• DocumentCode
    2099735
  • Title

    Computationally efficient scheduled model predictive control for constrained nonlinear systems with stability guarantees

  • Author

    Wan, Zhaoyang ; Kothare, Mayuresh V.

  • Author_Institution
    Dept. of Chem. Eng., Lehigh Univ., Bethlehem, PA, USA
  • Volume
    6
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    4487
  • Abstract
    We present a computationally efficient scheduled formulation of model predictive control (MPC) for constrained nonlinear systems with large operating regions. We design a set of local predictive controllers with their explicit regions of stability covering the desired operating region, and implement them as a single scheduled MPC which switches between the set of local controllers and achieves nonlinear transitions with guaranteed stability. This algorithm is computationally efficient and provides a general framework for scheduled MPC design.
  • Keywords
    controllers; nonlinear control systems; predictive control; stability; computationally efficient scheduled model predictive control; constrained nonlinear systems; local controllers; local predictive controllers; stability; stability guarantees; Computational modeling; Control systems; Nonlinear control systems; Nonlinear systems; Predictive control; Predictive models; Processor scheduling; Robust control; Robust stability; Switches;
  • 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.2002.1025357
  • Filename
    1025357