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
Link To Document :
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