Practical application of model predictive control to fractional thermal system

This paper provides a practical application of Model Predictive Control (MPC) to a fractional order thermal system using the Oustaloup's approximation as an internal model to predict the plant future dynamic behavior. The output deviation approach is used to design the j-step ahead output predi...

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Bibliographic Details
Published in2013 Second International Conference on Informatics & Applications (ICIA) pp. 222 - 227
Main Authors Rhouma, Aymen, Bouzouita, Badreddine, Bouani, Faouzi
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2013
Subjects
Aluminum
Approximation methods
Computational modeling
Equations
fractional systems
Mathematical model
model predictive control
Oustaloup's approximation
Predictive control
Temperature measurement
thermal system
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DOI10.1109/ICoIA.2013.6650260

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Summary:This paper provides a practical application of Model Predictive Control (MPC) to a fractional order thermal system using the Oustaloup's approximation as an internal model to predict the plant future dynamic behavior. The output deviation approach is used to design the j-step ahead output predictor and the corresponding control law is obtained by solving a quadratic cost function. The performances and the efficiency of the developed strategy are illustrated with practical results on a thermal system.
DOI:10.1109/ICoIA.2013.6650260