Implementation of a specific rate controller in a fed-batch E. coli fermentation
Autor(a) principal: | |
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Data de Publicação: | 2008 |
Outros Autores: | , , , |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://hdl.handle.net/1822/8123 |
Resumo: | The specific growth rate is one of the most important process variables characterizing the state of microorganisms during fermentations mainly because the biosynthesis of many products of interest is often related with the values assumed by this parameter. In the particular case of the fed-batch operation of Escherichia coli for the production of recombinant proteins, it is important to maintain the specific growth rate below a certain threshold in order to avoid the accumulation of acetic acid throughout the fermentation and, additionally, it is often argued that both pre- and the post-induction specific growth rates should be closely controlled in order to achieve maximum productivities of the desired recombinant protein. In a previous work the authors have developed and validated by simulations a strategy for the automatic control of the specific growth rate in E. coli fed-batch fermentations based on an asymptotic observer for biomass and on developed estimators for the specific growth rates. The main purpose of the present work was to implement experimentally the developed observer, estimator and controller in a real fed-batch fermentation process. For that purpose a data acquisition and control program was developed in LabVIEW that allows the acquisition of the necessary on line data (off gas and dissolved oxygen concentration and culture weight) and the calculation of the feeding rates using the developed equations. The feedforward-feedback controller developed was able to keep the culture growing in an exponential phase throughout the fermentation without accumulation of glucose and acetate. |
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Implementation of a specific rate controller in a fed-batch E. coli fermentationSoft-sensorsSpecific growth rate estimationNon-linear systemsFed-batch fermentationE. coliFeedforward-feedback controllerThe specific growth rate is one of the most important process variables characterizing the state of microorganisms during fermentations mainly because the biosynthesis of many products of interest is often related with the values assumed by this parameter. In the particular case of the fed-batch operation of Escherichia coli for the production of recombinant proteins, it is important to maintain the specific growth rate below a certain threshold in order to avoid the accumulation of acetic acid throughout the fermentation and, additionally, it is often argued that both pre- and the post-induction specific growth rates should be closely controlled in order to achieve maximum productivities of the desired recombinant protein. In a previous work the authors have developed and validated by simulations a strategy for the automatic control of the specific growth rate in E. coli fed-batch fermentations based on an asymptotic observer for biomass and on developed estimators for the specific growth rates. The main purpose of the present work was to implement experimentally the developed observer, estimator and controller in a real fed-batch fermentation process. For that purpose a data acquisition and control program was developed in LabVIEW that allows the acquisition of the necessary on line data (off gas and dissolved oxygen concentration and culture weight) and the calculation of the feeding rates using the developed equations. The feedforward-feedback controller developed was able to keep the culture growing in an exponential phase throughout the fermentation without accumulation of glucose and acetate.Fundação para a Ciência e a Tecnologia (FCT) - RecSysBio projecto POCI/BIO/60139/2004International Federation of Automatic Control (IFAC)Universidade do MinhoRocha, I.Veloso, Ana C. A.Carneiro, S.Costa, R. S.Ferreira, Eugénio C.2008-07-062008-07-06T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://hdl.handle.net/1822/8123engCHUNG, M.J. ; MISRA, P. ; SHIM, H., Eds. – “Proceedings of the 17th IFAC : International Federation of Automatic Control World Congress, 17, Seoul, Korea, 2008”. [S.l. : IFAC, 2008]. ISBN 978-1-1234-7890-2. p. 15565-15570.978-1-1234-7890-2info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-05-11T05:30:56Zoai:repositorium.sdum.uminho.pt:1822/8123Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-11T05:30:56Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Implementation of a specific rate controller in a fed-batch E. coli fermentation |
title |
Implementation of a specific rate controller in a fed-batch E. coli fermentation |
spellingShingle |
Implementation of a specific rate controller in a fed-batch E. coli fermentation Rocha, I. Soft-sensors Specific growth rate estimation Non-linear systems Fed-batch fermentation E. coli Feedforward-feedback controller |
title_short |
Implementation of a specific rate controller in a fed-batch E. coli fermentation |
title_full |
Implementation of a specific rate controller in a fed-batch E. coli fermentation |
title_fullStr |
Implementation of a specific rate controller in a fed-batch E. coli fermentation |
title_full_unstemmed |
Implementation of a specific rate controller in a fed-batch E. coli fermentation |
title_sort |
Implementation of a specific rate controller in a fed-batch E. coli fermentation |
author |
Rocha, I. |
author_facet |
Rocha, I. Veloso, Ana C. A. Carneiro, S. Costa, R. S. Ferreira, Eugénio C. |
author_role |
author |
author2 |
Veloso, Ana C. A. Carneiro, S. Costa, R. S. Ferreira, Eugénio C. |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
Rocha, I. Veloso, Ana C. A. Carneiro, S. Costa, R. S. Ferreira, Eugénio C. |
dc.subject.por.fl_str_mv |
Soft-sensors Specific growth rate estimation Non-linear systems Fed-batch fermentation E. coli Feedforward-feedback controller |
topic |
Soft-sensors Specific growth rate estimation Non-linear systems Fed-batch fermentation E. coli Feedforward-feedback controller |
description |
The specific growth rate is one of the most important process variables characterizing the state of microorganisms during fermentations mainly because the biosynthesis of many products of interest is often related with the values assumed by this parameter. In the particular case of the fed-batch operation of Escherichia coli for the production of recombinant proteins, it is important to maintain the specific growth rate below a certain threshold in order to avoid the accumulation of acetic acid throughout the fermentation and, additionally, it is often argued that both pre- and the post-induction specific growth rates should be closely controlled in order to achieve maximum productivities of the desired recombinant protein. In a previous work the authors have developed and validated by simulations a strategy for the automatic control of the specific growth rate in E. coli fed-batch fermentations based on an asymptotic observer for biomass and on developed estimators for the specific growth rates. The main purpose of the present work was to implement experimentally the developed observer, estimator and controller in a real fed-batch fermentation process. For that purpose a data acquisition and control program was developed in LabVIEW that allows the acquisition of the necessary on line data (off gas and dissolved oxygen concentration and culture weight) and the calculation of the feeding rates using the developed equations. The feedforward-feedback controller developed was able to keep the culture growing in an exponential phase throughout the fermentation without accumulation of glucose and acetate. |
publishDate |
2008 |
dc.date.none.fl_str_mv |
2008-07-06 2008-07-06T00:00:00Z |
dc.type.driver.fl_str_mv |
conference paper |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://hdl.handle.net/1822/8123 |
url |
https://hdl.handle.net/1822/8123 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
CHUNG, M.J. ; MISRA, P. ; SHIM, H., Eds. – “Proceedings of the 17th IFAC : International Federation of Automatic Control World Congress, 17, Seoul, Korea, 2008”. [S.l. : IFAC, 2008]. ISBN 978-1-1234-7890-2. p. 15565-15570. 978-1-1234-7890-2 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
International Federation of Automatic Control (IFAC) |
publisher.none.fl_str_mv |
International Federation of Automatic Control (IFAC) |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
mluisa.alvim@gmail.com |
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1817544647492239360 |