Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters

Detalhes bibliográficos
Autor(a) principal: Perrier, M.
Data de Publicação: 2000
Outros Autores: Azevedo, S. Feyo de, Ferreira, Eugénio C., Dochain, D.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/138
Resumo: This paper deals with the tuning of observer-based estimators. Initially, these algorithms were designed for estimating on-line kinetic parameters, like specific growth rates, in bioprocesses, and have proved to be very successful in practical applications. Here a systematic tuning approach that allows a decoupled estimation of each parameter and the assignment of the estimator dynamics independently of the process dynamics is proposed. The presented approach is illustrated on an animal cell culture example in numerical simulation and with real-life data.
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spelling Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parametersParameter estimationState observerBiotechnological processChemical processElectrical systemScience & TechnologyThis paper deals with the tuning of observer-based estimators. Initially, these algorithms were designed for estimating on-line kinetic parameters, like specific growth rates, in bioprocesses, and have proved to be very successful in practical applications. Here a systematic tuning approach that allows a decoupled estimation of each parameter and the assignment of the estimator dynamics independently of the process dynamics is proposed. The presented approach is illustrated on an animal cell culture example in numerical simulation and with real-life data.Elsevier ScienceUniversidade do MinhoPerrier, M.Azevedo, S. Feyo deFerreira, Eugénio C.Dochain, D.20002000-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/138eng“Control Engineering Practice”. 8:4 (2000) 377-388.0967-066110.1016/S0967-0661(99)00164-1info: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:RCAAP2023-07-21T12:15:38Zoai:repositorium.sdum.uminho.pt:1822/138Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:08:06.828210Repositório 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 Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
title Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
spellingShingle Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
Perrier, M.
Parameter estimation
State observer
Biotechnological process
Chemical process
Electrical system
Science & Technology
title_short Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
title_full Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
title_fullStr Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
title_full_unstemmed Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
title_sort Tuning of observer-based estimators: theory and application to the on-line estimation of kinetic parameters
author Perrier, M.
author_facet Perrier, M.
Azevedo, S. Feyo de
Ferreira, Eugénio C.
Dochain, D.
author_role author
author2 Azevedo, S. Feyo de
Ferreira, Eugénio C.
Dochain, D.
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Perrier, M.
Azevedo, S. Feyo de
Ferreira, Eugénio C.
Dochain, D.
dc.subject.por.fl_str_mv Parameter estimation
State observer
Biotechnological process
Chemical process
Electrical system
Science & Technology
topic Parameter estimation
State observer
Biotechnological process
Chemical process
Electrical system
Science & Technology
description This paper deals with the tuning of observer-based estimators. Initially, these algorithms were designed for estimating on-line kinetic parameters, like specific growth rates, in bioprocesses, and have proved to be very successful in practical applications. Here a systematic tuning approach that allows a decoupled estimation of each parameter and the assignment of the estimator dynamics independently of the process dynamics is proposed. The presented approach is illustrated on an animal cell culture example in numerical simulation and with real-life data.
publishDate 2000
dc.date.none.fl_str_mv 2000
2000-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/138
url https://hdl.handle.net/1822/138
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv “Control Engineering Practice”. 8:4 (2000) 377-388.
0967-0661
10.1016/S0967-0661(99)00164-1
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 Elsevier Science
publisher.none.fl_str_mv Elsevier Science
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
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