• DocumentCode
    1379941
  • Title

    The Feedback Robust MPC for LPV Systems With Bounded Rates of Parameter Changes

  • Author

    Li, Dewei ; Xi, Yugeng

  • Author_Institution
    Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
  • Volume
    55
  • Issue
    2
  • fYear
    2010
  • Firstpage
    503
  • Lastpage
    507
  • Abstract
    This note addresses the feedback robust model predictive control (FRMPC) for a category of linear parameter varying (LPV) systems with bounded rates of parameter changes. Based on the bounded rates of parameter changes and the detected current system parameters, future model variations can be described by a sequence of polytopic families with the same number of vertices. Then a FRMPC algorithm is developed. Since both the future model variations and the corresponding sequence of feedback control laws are adopted, the FRMPC can achieve high control performance. By transferring main design work to offline design, an efficient FRMPC is also developed. The recursive feasibility and closed-loop stability of the FRMPCs are proved to be guaranteed.
  • Keywords
    closed loop systems; predictive control; robust control; state feedback; closed loop stability; current system parameters; feedback control laws; feedback robust model predictive control; future model variations; high control performance; linear parameter varying systems; offline design; parameter changes bounded rates; polytopic families sequence; recursive feasibility; Atmospheric modeling; Feedback control; Linear systems; Prediction algorithms; Predictive control; Predictive models; Robust control; Robustness; Stability; Time varying systems; Bounded rates of parameter changes; feedback robust model predictive control (FRMPC); linear parameter varying (LPV) systems; model predictive control (MPC); robust;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2009.2037464
  • Filename
    5378485