Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence

Autores
Echebarrena, Nicolas; Mininni, Pablo Daniel; Moreno, Gustavo Ariel
Año de publicación
2019
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
We apply a proper orthogonal decomposition (POD) to data stemming from numerical simulations of a fingering instability in a multiphase flow passing through obstacles in a porous medium, to study water injection processes in the production of hydrocarbon reservoirs. We show that the time evolution of a properly defined flow correlation length can be used to identify the onset of the fingering instability. Computation of characteristic lengths for each of the modes resulting from the POD provides further information on the dynamics of the system. Finally, using numerical simulations with different viscosity ratios, we show that the convergence of the POD depends non-trivially on whether the fingering instability develops or not. This result has implications on proposed methods to decrease the dimensionality of the problem by deriving reduced dynamical systems after truncating the system’s governing equations to a few POD modes.
Fil: Echebarrena, Nicolas. YPF - Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Mininni, Pablo Daniel. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Física; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Física de Buenos Aires. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Física de Buenos Aires; Argentina
Fil: Moreno, Gustavo Ariel. YPF - Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Materia
EMPIRICAL MODE DECOMPOSITION
POROUS MEDIA
TWO-PHASE FLOW
VISCOUS FINGERING
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/148002
Acceder
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network_name_str CONICET Digital (CONICET)
spelling Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergenceEchebarrena, NicolasMininni, Pablo DanielMoreno, Gustavo ArielEMPIRICAL MODE DECOMPOSITIONPOROUS MEDIATWO-PHASE FLOWVISCOUS FINGERINGhttps://purl.org/becyt/ford/1.3https://purl.org/becyt/ford/1We apply a proper orthogonal decomposition (POD) to data stemming from numerical simulations of a fingering instability in a multiphase flow passing through obstacles in a porous medium, to study water injection processes in the production of hydrocarbon reservoirs. We show that the time evolution of a properly defined flow correlation length can be used to identify the onset of the fingering instability. Computation of characteristic lengths for each of the modes resulting from the POD provides further information on the dynamics of the system. Finally, using numerical simulations with different viscosity ratios, we show that the convergence of the POD depends non-trivially on whether the fingering instability develops or not. This result has implications on proposed methods to decrease the dimensionality of the problem by deriving reduced dynamical systems after truncating the system’s governing equations to a few POD modes.Fil: Echebarrena, Nicolas. YPF - Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Mininni, Pablo Daniel. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Física; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Física de Buenos Aires. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Física de Buenos Aires; ArgentinaFil: Moreno, Gustavo Ariel. YPF - Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaChina University of Petroleum Beijing2019-10-22info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/148002Echebarrena, Nicolas; Mininni, Pablo Daniel; Moreno, Gustavo Ariel; Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence; China University of Petroleum Beijing; Petroleum Science; 17; 1; 22-10-2019; 153-1671672-5107CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/http://link.springer.com/10.1007/s12182-019-00382-4info:eu-repo/semantics/altIdentifier/doi/10.1007/s12182-019-00382-4info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-22T11:33:03Zoai:ri.conicet.gov.ar:11336/148002instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-22 11:33:03.419CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
title Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
spellingShingle Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
Echebarrena, Nicolas
EMPIRICAL MODE DECOMPOSITION
POROUS MEDIA
TWO-PHASE FLOW
VISCOUS FINGERING
title_short Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
title_full Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
title_fullStr Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
title_full_unstemmed Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
title_sort Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence
dc.creator.none.fl_str_mv Echebarrena, Nicolas
Mininni, Pablo Daniel
Moreno, Gustavo Ariel
author Echebarrena, Nicolas
author_facet Echebarrena, Nicolas
Mininni, Pablo Daniel
Moreno, Gustavo Ariel
author_role author
author2 Mininni, Pablo Daniel
Moreno, Gustavo Ariel
author2_role author
author
dc.subject.none.fl_str_mv EMPIRICAL MODE DECOMPOSITION
POROUS MEDIA
TWO-PHASE FLOW
VISCOUS FINGERING
topic EMPIRICAL MODE DECOMPOSITION
POROUS MEDIA
TWO-PHASE FLOW
VISCOUS FINGERING
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.3
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv We apply a proper orthogonal decomposition (POD) to data stemming from numerical simulations of a fingering instability in a multiphase flow passing through obstacles in a porous medium, to study water injection processes in the production of hydrocarbon reservoirs. We show that the time evolution of a properly defined flow correlation length can be used to identify the onset of the fingering instability. Computation of characteristic lengths for each of the modes resulting from the POD provides further information on the dynamics of the system. Finally, using numerical simulations with different viscosity ratios, we show that the convergence of the POD depends non-trivially on whether the fingering instability develops or not. This result has implications on proposed methods to decrease the dimensionality of the problem by deriving reduced dynamical systems after truncating the system’s governing equations to a few POD modes.
Fil: Echebarrena, Nicolas. YPF - Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Mininni, Pablo Daniel. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Física; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Física de Buenos Aires. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Física de Buenos Aires; Argentina
Fil: Moreno, Gustavo Ariel. YPF - Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
description We apply a proper orthogonal decomposition (POD) to data stemming from numerical simulations of a fingering instability in a multiphase flow passing through obstacles in a porous medium, to study water injection processes in the production of hydrocarbon reservoirs. We show that the time evolution of a properly defined flow correlation length can be used to identify the onset of the fingering instability. Computation of characteristic lengths for each of the modes resulting from the POD provides further information on the dynamics of the system. Finally, using numerical simulations with different viscosity ratios, we show that the convergence of the POD depends non-trivially on whether the fingering instability develops or not. This result has implications on proposed methods to decrease the dimensionality of the problem by deriving reduced dynamical systems after truncating the system’s governing equations to a few POD modes.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-22
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/148002
Echebarrena, Nicolas; Mininni, Pablo Daniel; Moreno, Gustavo Ariel; Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence; China University of Petroleum Beijing; Petroleum Science; 17; 1; 22-10-2019; 153-167
1672-5107
CONICET Digital
CONICET
url http://hdl.handle.net/11336/148002
identifier_str_mv Echebarrena, Nicolas; Mininni, Pablo Daniel; Moreno, Gustavo Ariel; Empirical mode decomposition of multiphase flows in porous media: Characteristic scales and speed of convergence; China University of Petroleum Beijing; Petroleum Science; 17; 1; 22-10-2019; 153-167
1672-5107
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/http://link.springer.com/10.1007/s12182-019-00382-4
info:eu-repo/semantics/altIdentifier/doi/10.1007/s12182-019-00382-4
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv China University of Petroleum Beijing
publisher.none.fl_str_mv China University of Petroleum Beijing
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 12.982451

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