Design of a prediction-accuracy-enhanced continuous-time MPC for disturbed systems via a disturbance observer

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

Research output: Contribution to journalArticlepeer-review

241 Citations (Scopus)

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.
Original languageEnglish
Pages (from-to)5807-5816
Number of pages10
JournalIEEE Transactions on Industrial Electronics
Volume62
Issue number9
DOIs
Publication statusPublished - 2015

Keywords

  • adaptive control systems
  • forcasting
  • observers (control theory)
  • predictive control
  • stability

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