• DocumentCode
    112974
  • Title

    Design of a Prediction-Accuracy-Enhanced Continuous-Time MPC for Disturbed Systems via a Disturbance Observer

  • Author

    Jun Yang ; Wei Xing Zheng ; Shihua Li ; Bin Wu ; Ming Cheng

  • Author_Institution
    Key Lab. of Meas. & Control of CSE, Southeast Univ., Nanjing, China
  • Volume
    62
  • Issue
    9
  • fYear
    2015
  • fDate
    Sept. 2015
  • Firstpage
    5807
  • Lastpage
    5816
  • Abstract
    This paper addresses the prediction accuracy enhancement problem in the context of continuous-time model predictive control (MPC) by using a disturbance observer. The disturbance estimation is introduced in the output prediction to correct the errors caused by disturbances and uncertainties, which eventually leads to the desired offset-free tracking performance. Due to such a different design philosophy, the computational burden of the proposed method will be significantly reduced as compared with the existing offset-free MPCs for disturbed systems. Another promising feature of the proposed method lies in its nominal performance recovery property. The workability of the proposed method is validated by its application to a dc-dc buck converter system.
  • Keywords
    continuous time systems; observers; predictive control; accuracy enhancement problem in; continuous-time model predictive control; dc-dc buck converter system; disturbance observer; disturbed systems; offset-free MPC; offset-free tracking performance; prediction-accuracy-enhanced continuous-time MPC design; Accuracy; Closed loop systems; Observers; Optimization; Stability analysis; Uncertainty; Continuous-time MPC; Continuous-time model predictive control (MPC); disturbance observer; disturbance observer (DOB); offset-free tracking; prediction accuracy enhancement;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2015.2450736
  • Filename
    7140804