Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process

Detalhes bibliográficos
Autor(a) principal: Zonta, Z.
Data de Publicação: 2013
Outros Autores: Alves, M. M., Flotats, X., Palatsi, J.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/24339
Resumo: Mathematical modelling of anaerobic digestion process has been used to give new insights regarding dynamics of the long chain fatty acids (LCFA) inhibition. Previously published experimental data, including batch tests with clay mineral bentonite additions, were used for parameter identification. New kinetics were considered to describe the bio-physics of the inhibitory process, including: i) adsorption of LCFA over granular biomass and ii) specific LCFA substrate (saturated/unsaturated) and LCFA-degrading populations. Furthermore, iii) a new variable was introduced to describe the state of damage of the acetoclastic methanogens in order to account for the loss of cell-functionality (inhibition) induced by the adsorbed LCFAs. The proposed model modifications are state compatible and easy to be integrated into the International Water Association’s Anaerobic Digestion Model N1 (ADM1) framework. Practical identifiability of model parameters was assessed with a global sensitivity analysis, while calibration and model structure validation were performed on independent data sets. A reliable simulation of the LCFA-inhibition process can be achieved, if the model includes the description of the adsorptive nature of the LCFAs and the LCFA-damage over specific biomass. The importance of microbial population structure (saturated/unsaturated LCFA-degraders) and the high sensitivity of acetoclastic population to LCFA are evidenced, providing a plausible explanation of experimental based hypothesis.
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spelling Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion processAnaerobic digestionLCFA inhibitionMathematical modellingADM1Science & TechnologyMathematical modelling of anaerobic digestion process has been used to give new insights regarding dynamics of the long chain fatty acids (LCFA) inhibition. Previously published experimental data, including batch tests with clay mineral bentonite additions, were used for parameter identification. New kinetics were considered to describe the bio-physics of the inhibitory process, including: i) adsorption of LCFA over granular biomass and ii) specific LCFA substrate (saturated/unsaturated) and LCFA-degrading populations. Furthermore, iii) a new variable was introduced to describe the state of damage of the acetoclastic methanogens in order to account for the loss of cell-functionality (inhibition) induced by the adsorbed LCFAs. The proposed model modifications are state compatible and easy to be integrated into the International Water Association’s Anaerobic Digestion Model N1 (ADM1) framework. Practical identifiability of model parameters was assessed with a global sensitivity analysis, while calibration and model structure validation were performed on independent data sets. A reliable simulation of the LCFA-inhibition process can be achieved, if the model includes the description of the adsorptive nature of the LCFAs and the LCFA-damage over specific biomass. The importance of microbial population structure (saturated/unsaturated LCFA-degraders) and the high sensitivity of acetoclastic population to LCFA are evidenced, providing a plausible explanation of experimental based hypothesis.This work was funded by the Spanish Ministry of Science and Innovation (projects CTM 2010-18212 and PSE-120000-2009-27).ElsevierElsevier BVUniversidade do MinhoZonta, Z.Alves, M. M.Flotats, X.Palatsi, J.20132013-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/24339eng0043-13540043-135410.1016/j.watres.2012.12.00723276428info: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:RCAAP2023-07-21T12:10:30Zoai:repositorium.sdum.uminho.pt:1822/24339Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:02:08.965296Repositório 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 Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
title Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
spellingShingle Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
Zonta, Z.
Anaerobic digestion
LCFA inhibition
Mathematical modelling
ADM1
Science & Technology
title_short Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
title_full Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
title_fullStr Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
title_full_unstemmed Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
title_sort Modelling inhibitory effects of long chain fatty acids in the anaerobic digestion process
author Zonta, Z.
author_facet Zonta, Z.
Alves, M. M.
Flotats, X.
Palatsi, J.
author_role author
author2 Alves, M. M.
Flotats, X.
Palatsi, J.
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Zonta, Z.
Alves, M. M.
Flotats, X.
Palatsi, J.
dc.subject.por.fl_str_mv Anaerobic digestion
LCFA inhibition
Mathematical modelling
ADM1
Science & Technology
topic Anaerobic digestion
LCFA inhibition
Mathematical modelling
ADM1
Science & Technology
description Mathematical modelling of anaerobic digestion process has been used to give new insights regarding dynamics of the long chain fatty acids (LCFA) inhibition. Previously published experimental data, including batch tests with clay mineral bentonite additions, were used for parameter identification. New kinetics were considered to describe the bio-physics of the inhibitory process, including: i) adsorption of LCFA over granular biomass and ii) specific LCFA substrate (saturated/unsaturated) and LCFA-degrading populations. Furthermore, iii) a new variable was introduced to describe the state of damage of the acetoclastic methanogens in order to account for the loss of cell-functionality (inhibition) induced by the adsorbed LCFAs. The proposed model modifications are state compatible and easy to be integrated into the International Water Association’s Anaerobic Digestion Model N1 (ADM1) framework. Practical identifiability of model parameters was assessed with a global sensitivity analysis, while calibration and model structure validation were performed on independent data sets. A reliable simulation of the LCFA-inhibition process can be achieved, if the model includes the description of the adsorptive nature of the LCFAs and the LCFA-damage over specific biomass. The importance of microbial population structure (saturated/unsaturated LCFA-degraders) and the high sensitivity of acetoclastic population to LCFA are evidenced, providing a plausible explanation of experimental based hypothesis.
publishDate 2013
dc.date.none.fl_str_mv 2013
2013-01-01T00:00:00Z
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 http://hdl.handle.net/1822/24339
url http://hdl.handle.net/1822/24339
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0043-1354
0043-1354
10.1016/j.watres.2012.12.007
23276428
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
Elsevier BV
publisher.none.fl_str_mv Elsevier
Elsevier BV
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
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