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Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller

The state-space model is identified using the identification tool of MATLAB, and the best fit of 99% of measured and simulated data was obtained. Further, state-space model was converted to a transfer function model and finally simplified to an unstable second order time-delay transfer function mode...

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Detalles Bibliográficos
Autores principales: Kumar, Munna, Prasad, Durga, Giri, Balendu Shekher, Singh, Ram Sharan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6416663/
https://www.ncbi.nlm.nih.gov/pubmed/30911471
http://dx.doi.org/10.1016/j.btre.2019.e00319
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author Kumar, Munna
Prasad, Durga
Giri, Balendu Shekher
Singh, Ram Sharan
author_facet Kumar, Munna
Prasad, Durga
Giri, Balendu Shekher
Singh, Ram Sharan
author_sort Kumar, Munna
collection PubMed
description The state-space model is identified using the identification tool of MATLAB, and the best fit of 99% of measured and simulated data was obtained. Further, state-space model was converted to a transfer function model and finally simplified to an unstable second order time-delay transfer function model. Internal model control based proportional integral derivative (IMC-PID) controller design method was proposed for unstable second order time delay with RHP zero (USOPDT) and successfully tested to the nonlinear bioreactor process model. The temperature of the bioreactor was successfully controlled by proposed controller in both cases setpoint and disturbance change. The performance of the controller was evaluated in terms of IAE, ISE, ITAE and the corresponding values of 20.99, 49.02 and 292.50 were obtained respectively. Proposed method shows better closed-loop performance in terms of IAE and settling time than the other reported methods for temperature control of bioreactor.
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spelling pubmed-64166632019-03-25 Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller Kumar, Munna Prasad, Durga Giri, Balendu Shekher Singh, Ram Sharan Biotechnol Rep (Amst) Article The state-space model is identified using the identification tool of MATLAB, and the best fit of 99% of measured and simulated data was obtained. Further, state-space model was converted to a transfer function model and finally simplified to an unstable second order time-delay transfer function model. Internal model control based proportional integral derivative (IMC-PID) controller design method was proposed for unstable second order time delay with RHP zero (USOPDT) and successfully tested to the nonlinear bioreactor process model. The temperature of the bioreactor was successfully controlled by proposed controller in both cases setpoint and disturbance change. The performance of the controller was evaluated in terms of IAE, ISE, ITAE and the corresponding values of 20.99, 49.02 and 292.50 were obtained respectively. Proposed method shows better closed-loop performance in terms of IAE and settling time than the other reported methods for temperature control of bioreactor. Elsevier 2019-02-20 /pmc/articles/PMC6416663/ /pubmed/30911471 http://dx.doi.org/10.1016/j.btre.2019.e00319 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Kumar, Munna
Prasad, Durga
Giri, Balendu Shekher
Singh, Ram Sharan
Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller
title Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller
title_full Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller
title_fullStr Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller
title_full_unstemmed Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller
title_short Temperature control of fermentation bioreactor for ethanol production using IMC-PID controller
title_sort temperature control of fermentation bioreactor for ethanol production using imc-pid controller
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6416663/
https://www.ncbi.nlm.nih.gov/pubmed/30911471
http://dx.doi.org/10.1016/j.btre.2019.e00319
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