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
Link To Document