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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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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. |
format | Online Article Text |
id | pubmed-6416663 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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