Specific growth rate regulation in a simulated fed-batch E. coli fermentation

Detalhes bibliográficos
Autor(a) principal: Rocha, I.
Data de Publicação: 2006
Outros Autores: Ferreira, Eugénio C.
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/5581
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 often argued that both pre- and the post-induction specific growth rates should be closely controlled in order to achieve maximum productivities on the desired recombinant protein. In this work a feedforward-feedback controller was developed with the purpose of regulating the global specific growth rate during a fed-batch fermentation of E. coli. The developed algorithm allows to maintain the cells in two different metabolic regimens (simultaneous oxidative and fermentative growth on glucose or oxidative growth on glucose), depending on the selected setpoint for the controlled variable. The pure open-loop version of the controller revealed a relatively poor performance when dealing with process noise. However, the introduction of on-line measurements of fermenter weight and biomass estimation obtained from asymptotic observers allowed a better approximation between the desired setpoints and the simulated values of the specific growth rates. Finally, the introduction of a proportional action in the controller equation allows an improved robustness against variations in model parameters.
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spelling Specific growth rate regulation in a simulated fed-batch E. coli fermentationSpecific growth rate estimatorsBiomass observersAsymptotic ObserverFed-batch fermentationE. coliSpecific growth rate controlFeedback-feedforward 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 often argued that both pre- and the post-induction specific growth rates should be closely controlled in order to achieve maximum productivities on the desired recombinant protein. In this work a feedforward-feedback controller was developed with the purpose of regulating the global specific growth rate during a fed-batch fermentation of E. coli. The developed algorithm allows to maintain the cells in two different metabolic regimens (simultaneous oxidative and fermentative growth on glucose or oxidative growth on glucose), depending on the selected setpoint for the controlled variable. The pure open-loop version of the controller revealed a relatively poor performance when dealing with process noise. However, the introduction of on-line measurements of fermenter weight and biomass estimation obtained from asymptotic observers allowed a better approximation between the desired setpoints and the simulated values of the specific growth rates. Finally, the introduction of a proportional action in the controller equation allows an improved robustness against variations in model parameters.Fundação para a Ciência e a Tecnologia (FCT) - POCI/BIO/60139/2004.Universidade do MinhoRocha, I.Ferreira, Eugénio C.20062006-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://hdl.handle.net/1822/5581engROCHA, I.; FERREIRA, E. C. - Specific growth rate regulation in a simulated fed-batch E. coli fermentation. In PORTUGUESE CONFERENCE ON AUTOMATIC CONTROL, 7, Lisboa, Portugal, 2006 – “CONTROLO’2006 : proceedings” [CD-ROM]. [Lisboa : APCA, 2006]. ISBN 978-972-97025-2-5.978-972-97025-2-5info: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:RCAAP2024-05-11T05:08:29Zoai:repositorium.sdum.uminho.pt:1822/5581Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-11T05:08:29Repositório 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 Specific growth rate regulation in a simulated fed-batch E. coli fermentation
title Specific growth rate regulation in a simulated fed-batch E. coli fermentation
spellingShingle Specific growth rate regulation in a simulated fed-batch E. coli fermentation
Rocha, I.
Specific growth rate estimators
Biomass observers
Asymptotic Observer
Fed-batch fermentation
E. coli
Specific growth rate control
Feedback-feedforward controller
title_short Specific growth rate regulation in a simulated fed-batch E. coli fermentation
title_full Specific growth rate regulation in a simulated fed-batch E. coli fermentation
title_fullStr Specific growth rate regulation in a simulated fed-batch E. coli fermentation
title_full_unstemmed Specific growth rate regulation in a simulated fed-batch E. coli fermentation
title_sort Specific growth rate regulation in a simulated fed-batch E. coli fermentation
author Rocha, I.
author_facet Rocha, I.
Ferreira, Eugénio C.
author_role author
author2 Ferreira, Eugénio C.
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Rocha, I.
Ferreira, Eugénio C.
dc.subject.por.fl_str_mv Specific growth rate estimators
Biomass observers
Asymptotic Observer
Fed-batch fermentation
E. coli
Specific growth rate control
Feedback-feedforward controller
topic Specific growth rate estimators
Biomass observers
Asymptotic Observer
Fed-batch fermentation
E. coli
Specific growth rate control
Feedback-feedforward 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 often argued that both pre- and the post-induction specific growth rates should be closely controlled in order to achieve maximum productivities on the desired recombinant protein. In this work a feedforward-feedback controller was developed with the purpose of regulating the global specific growth rate during a fed-batch fermentation of E. coli. The developed algorithm allows to maintain the cells in two different metabolic regimens (simultaneous oxidative and fermentative growth on glucose or oxidative growth on glucose), depending on the selected setpoint for the controlled variable. The pure open-loop version of the controller revealed a relatively poor performance when dealing with process noise. However, the introduction of on-line measurements of fermenter weight and biomass estimation obtained from asymptotic observers allowed a better approximation between the desired setpoints and the simulated values of the specific growth rates. Finally, the introduction of a proportional action in the controller equation allows an improved robustness against variations in model parameters.
publishDate 2006
dc.date.none.fl_str_mv 2006
2006-01-01T00:00:00Z
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/1822/5581
url https://hdl.handle.net/1822/5581
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv ROCHA, I.; FERREIRA, E. C. - Specific growth rate regulation in a simulated fed-batch E. coli fermentation. In PORTUGUESE CONFERENCE ON AUTOMATIC CONTROL, 7, Lisboa, Portugal, 2006 – “CONTROLO’2006 : proceedings” [CD-ROM]. [Lisboa : APCA, 2006]. ISBN 978-972-97025-2-5.
978-972-97025-2-5
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.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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