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

被引:202
作者
Yang, Jun [1 ]
Zheng, Wei Xing [2 ]
Li, Shihua [1 ]
Wu, Bin [1 ]
Cheng, Ming [3 ]
机构
[1] Southeast Univ, Sch Automat, Minist Educ, Key Lab Measurement & Control CSE, Nanjing 210096, Jiangsu, Peoples R China
[2] Univ Western Sydney, Sch Comp Engn & Math, Penrith, NSW 2751, Australia
[3] Southeast Univ, Sch Elect Engn, Nanjing 210096, Jiangsu, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金; 澳大利亚研究理事会;
关键词
Continuous-time model predictive control (MPC); disturbance observer (DOB); offset-free tracking; prediction accuracy enhancement; OUTPUT-FEEDBACK CONTROLLERS; SLIDING-MODE CONTROLLERS; NONLINEAR-SYSTEMS; REJECTION; ATTENUATION; TRACKING; PMSM;
D O I
10.1109/TIE.2015.2450736
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:5807 / 5816
页数:10
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