DocumentCode :
2418419
Title :
MPC based on ARX-Chebyshev model for temperature trajectory control in a batch reactor
Author :
Medina-Ramos, Carlos ; Betetta-Gomez, Judith ; Carbonel-Olazabal, Daniel ; Pilco-Barrenechea, Miguel
Author_Institution :
Univ. Nac. de Ing., Lima, Peru
fYear :
2011
fDate :
1-4 Oct. 2011
Firstpage :
1
Lastpage :
6
Abstract :
The control systems used in batch reactors for heating processes can be optimized by using advanced control techniques to allow tracking set-points when they are changing in time. In this sense, we propose to use one scheme Model Predictive Control (MPC) based on Auto Regressive with Exogenous Input (ARX) model projecting the parameters of the classical ARX model onto a set Orthogonal Basis Functions (OBF), thus obtaining a better performance of the new model. This approach enabled to identify the reactor system with a drastically reduction of involved parameters. In addition, the most important achievement was obtained to the represent the nonlinearities and variations of chemical components inside batch reactor. Finally, the theoretical analysis and simulations of the hybrid model have proved that the MPC based on ARX-Hybrid model ensures the trajectory tracking of temperature inside reactor with excellent accuracy and moreover reduces the batch cycle time.
Keywords :
Chebyshev approximation; chemical reactors; heating; trajectory control; (MPC); ARX model; ARX-Chebyshev model; MPC; OBF; auto regressive; batch reactor; chemical component nonlinearity; chemical component variations; classical ARX model; exogenous input model; heating process; hybrid model simulation; model predictive control; nonlinearities batch cycle time reduction; orthogonal basis functions; temperature trajectory control; tracking set-points; Chebyshev approximation; Heating; Inductors; Mathematical model; Polynomials; Trajectory; ARX; Chebyshev Polynomials; Dynamic Matrix Control; MPC; Orthogonal Basis; batch reactor; identification systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics Symposium, 2011 IEEE IX Latin American and IEEE Colombian Conference on Automatic Control and Industry Applications (LARC)
Conference_Location :
Bogota
Print_ISBN :
978-1-4577-1689-8
Type :
conf
DOI :
10.1109/LARC.2011.6086821
Filename :
6086821
Link To Document :
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