DocumentCode
1028291
Title
Efficient scheduled stabilizing output feedback model predictive control for constrained nonlinear systems
Author
Wan, Zhaoyang ; Kothare, Mayuresh V.
Author_Institution
Dept. of Chem. Eng., Lehigh Univ., Bethlehem, PA, USA
Volume
49
Issue
7
fYear
2004
fDate
7/1/2004 12:00:00 AM
Firstpage
1172
Lastpage
1177
Abstract
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.
Keywords
control system synthesis; feedback; nonlinear control systems; predictive control; stability; constrained nonlinear system; model predictive control; scheduled output feedback; stability; Continuous-stirred tank reactor; Nonlinear systems; Output feedback; Prediction algorithms; Predictive control; Predictive models; Processor scheduling; Scheduling algorithm; Stability; Switches; Nonlinear constrained systems; output feedback; predictive control; receding horizon control; transition control;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2004.831122
Filename
1310475
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