DocumentCode :
2617747
Title :
Explicit model predictive control for a magnetic levitation system
Author :
Ulbig, A. ; Olaru, S. ; Dumur, D.
Author_Institution :
Autom. Control Dept., SUPELEC, Gif-sur-Yvette
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
1544
Lastpage :
1549
Abstract :
The paper uses an explicit nonlinear control law constructed upon an approximating solution of a constrained finite-time optimal control (CFTOC) problem. The methodology is based on the piecewise affine approximation of a nonlinear models and the exact explicit solution of a multiparametric optimisation problem associated with a model predictive control (MPC) scheme. The technique is applied to a system with fast dynamics - a magnetic levitation benchmark. The key advantages of this methodology are two-fold: Firstly, having an explicit solution of a CFTOC problem permits the direct implementation of traditionally computational-wise prohibitive control techniques for true real-time applications. Secondly, MPC´s systematic fashion to deal with a prediction model eases the design of an optimal control law.
Keywords :
magnetic levitation; magnetic variables control; nonlinear control systems; optimal control; predictive control; computational-wise prohibitive control techniques; constrained finite-time optimal control problem; explicit model predictive control; magnetic levitation system; model predictive control; multiparametric optimisation problem; piecewise affine approximation; Automatic control; Control systems; Magnetic levitation; Magnetic materials; Nonlinear control systems; Optimal control; Photonic crystals; Predictive control; Predictive models; Sampling methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Automation, 2008 16th Mediterranean Conference on
Conference_Location :
Ajaccio
Print_ISBN :
978-1-4244-2504-4
Electronic_ISBN :
978-1-4244-2505-1
Type :
conf
DOI :
10.1109/MED.2008.4602086
Filename :
4602086
Link To Document :
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