Model-based control strategies for a chemical batch reactor with exothermic reactions

Batch reactor control provides a very challenging problem for the process control engineer. This is because a characteristic of its dynamic behavior shows a high nonlinearity. Since applicability of the batch reactor is quite limited to the effectiveness of an applied control strategy, the use of ad...

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Main Authors: Arpornwichanop, Amornchai, Kittisupakorn, Paisan, Hussain, Mohd Azlan
Format: Article
Published: Springer Verlag 2002
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Online Access:http://eprints.um.edu.my/7077/
https://doi.org/10.1007/Bf02698405
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spelling my.um.eprints.70772021-02-10T03:39:36Z http://eprints.um.edu.my/7077/ Model-based control strategies for a chemical batch reactor with exothermic reactions Arpornwichanop, Amornchai Kittisupakorn, Paisan Hussain, Mohd Azlan TA Engineering (General). Civil engineering (General) TP Chemical technology Batch reactor control provides a very challenging problem for the process control engineer. This is because a characteristic of its dynamic behavior shows a high nonlinearity. Since applicability of the batch reactor is quite limited to the effectiveness of an applied control strategy, the use of advanced control techniques is often beneficial. This work presents the implementation and comparison of two advanced nonlinear control strategies, model predictive control (MPC) and generic model control (GMC), for controlling the temperature of a batch reactor involving a complex exothermic reaction scheme. An extended Kalman filter is incorporated in both controllers as an on-line estimator. Simulation studies demonstrate that the performance of the MPC is slightly better than that of the GMC control in nominal case. For model mismatch cases, the MPC still gives better control performance than the GMC does in the presence of plan/model mismatch in reaction rate and heat transfer coefficient. Springer Verlag 2002 Article PeerReviewed Arpornwichanop, Amornchai and Kittisupakorn, Paisan and Hussain, Mohd Azlan (2002) Model-based control strategies for a chemical batch reactor with exothermic reactions. Korean Journal of Chemical Engineering, 19 (2). pp. 221-226. ISSN 0256-1115 https://doi.org/10.1007/Bf02698405 doi:10.1007/Bf02698405
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic TA Engineering (General). Civil engineering (General)
TP Chemical technology
spellingShingle TA Engineering (General). Civil engineering (General)
TP Chemical technology
Arpornwichanop, Amornchai
Kittisupakorn, Paisan
Hussain, Mohd Azlan
Model-based control strategies for a chemical batch reactor with exothermic reactions
description Batch reactor control provides a very challenging problem for the process control engineer. This is because a characteristic of its dynamic behavior shows a high nonlinearity. Since applicability of the batch reactor is quite limited to the effectiveness of an applied control strategy, the use of advanced control techniques is often beneficial. This work presents the implementation and comparison of two advanced nonlinear control strategies, model predictive control (MPC) and generic model control (GMC), for controlling the temperature of a batch reactor involving a complex exothermic reaction scheme. An extended Kalman filter is incorporated in both controllers as an on-line estimator. Simulation studies demonstrate that the performance of the MPC is slightly better than that of the GMC control in nominal case. For model mismatch cases, the MPC still gives better control performance than the GMC does in the presence of plan/model mismatch in reaction rate and heat transfer coefficient.
format Article
author Arpornwichanop, Amornchai
Kittisupakorn, Paisan
Hussain, Mohd Azlan
author_facet Arpornwichanop, Amornchai
Kittisupakorn, Paisan
Hussain, Mohd Azlan
author_sort Arpornwichanop, Amornchai
title Model-based control strategies for a chemical batch reactor with exothermic reactions
title_short Model-based control strategies for a chemical batch reactor with exothermic reactions
title_full Model-based control strategies for a chemical batch reactor with exothermic reactions
title_fullStr Model-based control strategies for a chemical batch reactor with exothermic reactions
title_full_unstemmed Model-based control strategies for a chemical batch reactor with exothermic reactions
title_sort model-based control strategies for a chemical batch reactor with exothermic reactions
publisher Springer Verlag
publishDate 2002
url http://eprints.um.edu.my/7077/
https://doi.org/10.1007/Bf02698405
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