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 :
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