DocumentCode
3428889
Title
Invariant set constructions for feasible reference tracking
Author
Benlaoukli, H. ; Olaru, S. ; Marinkovic, S. ; Boucher, P.
Author_Institution
Autom. Control Dept., SUPELEC, Gif-sur-Yvette, France
fYear
2009
fDate
9-11 Dec. 2009
Firstpage
972
Lastpage
977
Abstract
Model predictive control strategy is based on the iterative resolution of a constrained optimization problem. In this context, the feasibility represents a central issue. The present paper concentrates on the use of the invariant sets to guarantee the feasibility of the predictive control law for reference tracking applications. In a first stage, two basic algorithms to approximate the maximal invariant set (MPI) was presented. The first one proposes set iterations using a contraction procedure, while the second one uses an expansive construction. In a second stage, these procedures are adapted for the computation of feasible reference tracking (FRT) sets.
Keywords
approximation theory; iterative methods; optimisation; predictive control; set theory; constrained optimization problem; contraction procedure; feasible reference tracking sets; invariant set constructions; iterative resolution; maximal invariant set approximation; model predictive control strategy; reference tracking application; set iterations; Automatic control; Automation; Constraint optimization; Iterative algorithms; Optimal control; Predictive control; Predictive models; Sampling methods; Stability analysis; State-space methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation, 2009. ICCA 2009. IEEE International Conference on
Conference_Location
Christchurch
Print_ISBN
978-1-4244-4706-0
Electronic_ISBN
978-1-4244-4707-7
Type
conf
DOI
10.1109/ICCA.2009.5410423
Filename
5410423
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