Tube-based robust nonlinear model predictive control

被引:305
|
作者
Mayne, D. Q. [1 ]
Kerrigan, E. C. [1 ,2 ]
van Wyk, E. J. [1 ]
Falugi, P. [1 ]
机构
[1] Imperial Coll London, Dept Elect & Elect Engn, London, England
[2] Imperial Coll London, Dept Aeronaut, London, England
基金
英国工程与自然科学研究理事会;
关键词
robust model predictive control; nonlinear model predictive control; discrete-time systems; tubes; uncertain systems; SYSTEMS;
D O I
10.1002/rnc.1758
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 extends tube-based model predictive control of linear systems to achieve robust control of nonlinear systems subject to additive disturbances. A central or reference trajectory is determined by solving a nominal optimal control problem. The local linear controller, employed in tube-based robust control of linear systems, is replaced by an ancillary model predictive controller that forces the trajectories of the disturbed system to lie in a tube whose center is the reference trajectory thereby enabling robust control of uncertain nonlinear systems to be achieved. Copyright (C) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:1341 / 1353
页数:13
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