Efficient scheduled stabilizing output feedback model predictive control for constrained nonlinear systems

被引:81
作者
Wan, ZY [1 ]
Kothare, MV
机构
[1] Lehigh Univ, Dept Chem Engn, Chem Proc Modeling & Control Res Ctr, Bethlehem, PA 18015 USA
[2] GE Water Technol, Trevose, PA 19053 USA
关键词
nonlinear constrained systems; output feedback; predictive control; receding horizon control; transition control;
D O I
10.1109/TAC.2004.831122
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this note, we present a computationally efficient scheduled output feedback model predictive control (MPC) algorithm for constrained nonlinear systems with large operating regions. We design a set of local output feedback predictive controllers with their estimated regions of stability covering the desired operating region, and implement them as a single scheduled output feedback MPC which on-line switches between the set of local controllers and achieves nonlinear transitions with guaranteed stability. The algorithm is illustrated with a highly nonlinear continuous stirred tank reactor process.
引用
收藏
页码:1172 / 1177
页数:6
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