Implementation of a specific rate controller in a fed-batch E. coli fermentation

Detalhes bibliográficos
Autor(a) principal: Rocha, I.
Data de Publicação: 2008
Outros Autores: Veloso, Ana C. A., Carneiro, S., Costa, R. S., Ferreira, Eugénio C.
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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spelling 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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