• DocumentCode
    1342007
  • Title

    Tutorial overview of model predictive control

  • Author

    Rawlings, James B.

  • Author_Institution
    Dept. of Chem. Eng., Wisconsin Univ., Madison, WI, USA
  • Volume
    20
  • Issue
    3
  • fYear
    2000
  • fDate
    6/1/2000 12:00:00 AM
  • Firstpage
    38
  • Lastpage
    52
  • Abstract
    The paper provides a reasonably accessible and self-contained tutorial exposition on model predictive control (MPC). It is aimed at readers with control expertise, particularly practitioners, who wish to broaden their perspective in the MPC area of control technology. We introduce the concepts, provide a framework in which the critical issues can be expressed and analyzed, and point out how MPC allows practitioners to address the trade-offs that must be considered in implementing a control technology
  • Keywords
    control engineering education; linear systems; nonlinear systems; optimal control; predictive control; state estimation; state feedback; linear models; model predictive control; nonlinear models; optimal control; state estimation; state feedback; tutorial; Electrical equipment industry; Filtering theory; Linear systems; Nonlinear filters; Open loop systems; Predictive control; Predictive models; Programmable control; Regulators; Tutorial;
  • fLanguage
    English
  • Journal_Title
    Control Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1066-033X
  • Type

    jour

  • DOI
    10.1109/37.845037
  • Filename
    845037