Robust model predictive control for multiple time delay systems with polytopic uncertainty description

被引:40
作者
Ding, Baocang [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Dept Automat, Xian 710049, Peoples R China
关键词
model predictive control; uncertain systems; time-delay systems; state feedback; Lyapunov method; NONLINEAR-SYSTEMS; ALGORITHM; MPC;
D O I
10.1080/00207179.2010.498058
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 article addresses the robust model predictive control (MPC) for systems with polytopic uncertainty description. In the case of multiple state delays, some results are given in the previous works. However, previous works are not well established for input-delay systems. This article proposes new approaches that can effectively handle not only the input-delay, but also the multiple delayed input. For the time-delay system, a general MPC solution is based on the use of augmented delay-free state-space description, which can be computationally expensive. Hence, in general there are simplified formulations based on the time-delay description, which can be applied in different situations. This article proposes three simplified formulations, with the first incorporating a previous result as a special case, the second being a solution for a unique class of systems and the third being a more general solution without special assumptions on the plant. Numerical examples illustrate the effectiveness of the proposed approaches.
引用
收藏
页码:1844 / 1857
页数:14
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