Publication
Temperature regulation of a pilot-scale batch reaction system via explicit model predictive control
Conference Article
Conference
IEEE Colombian Conference on Automatic Control (CCAC)
Edition
2nd
Pages
1-6
Doc link
http://dx.doi.org/10.1109/CCAC.2015.7345216
File
Abstract
In this paper, the temperature of a pilot-scale batch reaction system is modeled towards the design of a controller based on the explicit model predictive control (EMPC) strategy. Some mathematical models are developed from experimental data to describe the system behavior. The simplest, yet reliable, model obtained is a (1,1,1)-order ARX polynomial model for which the mentioned EMPC controller has been designed. The resultant controller has a reduced mathematical complexity and, according to the successful results obtained in simulations, will be used directly on the real control system in a next stage of the entire experimental framework.
Categories
automation, control theory, optimisation.
Author keywords
explicit model predictive control, CSTR, industrial applications
Scientific reference
J. Sánchez, J.D. Ortega and C. Ocampo-Martínez. Temperature regulation of a pilot-scale batch reaction system via explicit model predictive control, 2nd IEEE Colombian Conference on Automatic Control, 2015, Manizales, Colombia, pp. 1-6.
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