A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFPE |
dARK ID: | ark:/64986/0013000012px0 |
Texto Completo: | https://repositorio.ufpe.br/handle/123456789/52048 |
Resumo: | The level of detail on modern geological models requires higher resolution grids that may render the simulation of multiphase flow in porous media intractable. Moreover, these models may comprise highly heterogeneous media with phenomena taking place in different scales. The original Multiscale Finite Volume (MsFV) method can tackle such issues by constructing a set of numerical operators that map quantities from the fine-scale domain to a coarser one where the initial problem can be solved at a lower computational cost and the solution mapped back to the original scale. However, the MsFV formulation is limited to k-orthogonal grids since it uses a Two-point Flux Approximation (TPFA) method and employs an algorithm to generate the coarse meshes that is not capable of handling general geometries. The Multiscale Restriction Smoothed-Basis method (MsRSB) improves on the MsFV by introducing a new iterative procedure to find the multiscale operators and modifying the algorithm for the generation of the multiscale geometric entities to accommodate unstructured coarse grids, but is still limited to structured fine grids due to the TPFA discretization. Meanwhile, the Multiscale Control Volume method (MsCV) replaces the TPFA by the Multipoint Flux Approximation with a Diamond stencil (MPFA-D) scheme on the fine-scale while further enhancing the generation of the geometric entities to allow truly unstructured grids on the fine and coarse scales for two-dimensional simulation. In this work we propose an extension to three-dimensional geometries of both the MsCV and the algorithm to obtain the multiscale geometric entities based on the concept of background grid. We modify the MPFA-D to use the very robust Generalised Least Squares (GLS) interpolation technique to obtain the required auxiliary nodal unknowns. Finally, we also introduce an enhanced version of the 3-D MsCV with the incorporation of the enhanced MsRSB (E-MsRSB) to enforce M-matrix properties and improve convergence. We show that the 3-D MsCV method produces good results employing true unstructured grids on both scales to handle the simulation of the single-phase flow in anisotropic and heterogeneous porous media. |
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ALVES, Filipe Antônio Cumaru Silvahttp://lattes.cnpq.br/0957645094389182http://lattes.cnpq.br/6568615406054840http://lattes.cnpq.br/9033828541812842LYRA, Paulo Roberto MacielCARVALHO, Darlan Karlo Elisiário de2023-08-23T18:20:31Z2023-08-23T18:20:31Z2023-07-24ALVES, Filipe Antônio Cumaru Silva. A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media. 2023. Dissertação (Mestrado em Engenharia Civil) – Universidade Federal de Pernambuco, Recife, 2023.https://repositorio.ufpe.br/handle/123456789/52048ark:/64986/0013000012px0The level of detail on modern geological models requires higher resolution grids that may render the simulation of multiphase flow in porous media intractable. Moreover, these models may comprise highly heterogeneous media with phenomena taking place in different scales. The original Multiscale Finite Volume (MsFV) method can tackle such issues by constructing a set of numerical operators that map quantities from the fine-scale domain to a coarser one where the initial problem can be solved at a lower computational cost and the solution mapped back to the original scale. However, the MsFV formulation is limited to k-orthogonal grids since it uses a Two-point Flux Approximation (TPFA) method and employs an algorithm to generate the coarse meshes that is not capable of handling general geometries. The Multiscale Restriction Smoothed-Basis method (MsRSB) improves on the MsFV by introducing a new iterative procedure to find the multiscale operators and modifying the algorithm for the generation of the multiscale geometric entities to accommodate unstructured coarse grids, but is still limited to structured fine grids due to the TPFA discretization. Meanwhile, the Multiscale Control Volume method (MsCV) replaces the TPFA by the Multipoint Flux Approximation with a Diamond stencil (MPFA-D) scheme on the fine-scale while further enhancing the generation of the geometric entities to allow truly unstructured grids on the fine and coarse scales for two-dimensional simulation. In this work we propose an extension to three-dimensional geometries of both the MsCV and the algorithm to obtain the multiscale geometric entities based on the concept of background grid. We modify the MPFA-D to use the very robust Generalised Least Squares (GLS) interpolation technique to obtain the required auxiliary nodal unknowns. Finally, we also introduce an enhanced version of the 3-D MsCV with the incorporation of the enhanced MsRSB (E-MsRSB) to enforce M-matrix properties and improve convergence. We show that the 3-D MsCV method produces good results employing true unstructured grids on both scales to handle the simulation of the single-phase flow in anisotropic and heterogeneous porous media.O nível de detalhe nos modelos geológicos modernos demanda o uso de malhas de alta resolução que podem tornar o problema da simulação do escoamento multifásico em meios porosos intratável. Além disso, estes modelos podem conter grande heterogeneidade e fenômenos que ocorrem em diferentes escalas. O Método dos Volumes Finitos Multiescala (MsFV) é capaz de lidar com tais problemas por meio da construção de um conjunto de operadores numéricos que mapeiam grandezas do domínio representado na escala de alta resolução para uma escala de menor resolução onde o problema inicial é resolvido a um custo computacional reduzido e cuja solução pode ser mapeada de volta à escala original. Contudo, a formulação do MsFV é limitada a malhas k-ortogonais devido ao uso do esquema de aproximação do fluxo por dois pontos (TPFA) e ao emprego de algoritmos para geração das malhas de menor resolução que não são capazes de tratar geometrias quaisquer. O método Multiscale Restriction Smoothed-Basis (MsRSB) melhora o MsFV introduzindo um novo procedimento iterativo para calcular os operadores multiescala e modificando o algoritmo de geração das entidades geométricas do multiescala para acomodar malhas de baixa resolução não-estruturadas, mas ainda é limitado ao uso de malhas estruturadas na escala de alta resolução pois mantém a discretização por TPFA. Enquanto isso, o Multiscale Control Volume Method (MsCV) substitui o TPFA pelo esquema Multipoint Flux Appoximation with a Diamond Stencil (MPFA-D) na escala de alta resolução e aprimora o procedimento para geração das entidades geométricas para permitir que malhas verdadeiramente não-estruturadas sejam usadas nas escalas de alta e baixa resolução para simulação numérica em duas dimensões. Neste trabalho, nós propomos uma extensão para geometrias tridimensionais do MsCV e do algoritmo para geração das entidades geométricas do multiescala baseado no conceito de malha de fundo. Nós também modificamos o MPFA-D para que seja usado o robusto método de interpolação das variáveis nodais Global Least Squares (GLS). Finalmente, introduzimos uma melhoria ao MsCV 3-D com a incorporação do método Enhanced MsRSB (E-MsRSB) para impor propriedades de uma matriz M à matriz MPFA-D e melhorar a convergência do método. Nós mostramos que o método MsCV 3-D produz bons resultados com o uso de malhas verdadeiramente não-estruturadas nas duas escalas para tratar a simulação do escoamento monofásico em meios porosos anisotrópicos e heterogêneos.engUniversidade Federal de PernambucoPrograma de Pos Graduacao em Engenharia CivilUFPEBrasilAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessEngenharia CivilMultiescalaMsCVMPFA-DGLSMalha de fundoEscoamento monofásicoA Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous mediainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesismestradoreponame:Repositório Institucional da UFPEinstname:Universidade Federal de Pernambuco (UFPE)instacron:UFPEORIGINALDISSERTAÇÃO Filipe Antônio Cumaru Silva Alves.pdfDISSERTAÇÃO Filipe Antônio Cumaru Silva Alves.pdfapplication/pdf8722627https://repositorio.ufpe.br/bitstream/123456789/52048/1/DISSERTA%c3%87%c3%83O%20Filipe%20Ant%c3%b4nio%20Cumaru%20Silva%20Alves.pdf95a6eff72dfee8060383383378f8c45aMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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dc.title.pt_BR.fl_str_mv |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media |
title |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media |
spellingShingle |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media ALVES, Filipe Antônio Cumaru Silva Engenharia Civil Multiescala MsCV MPFA-D GLS Malha de fundo Escoamento monofásico |
title_short |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media |
title_full |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media |
title_fullStr |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media |
title_full_unstemmed |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media |
title_sort |
A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media |
author |
ALVES, Filipe Antônio Cumaru Silva |
author_facet |
ALVES, Filipe Antônio Cumaru Silva |
author_role |
author |
dc.contributor.authorLattes.pt_BR.fl_str_mv |
http://lattes.cnpq.br/0957645094389182 |
dc.contributor.advisorLattes.pt_BR.fl_str_mv |
http://lattes.cnpq.br/6568615406054840 |
dc.contributor.advisor-coLattes.pt_BR.fl_str_mv |
http://lattes.cnpq.br/9033828541812842 |
dc.contributor.author.fl_str_mv |
ALVES, Filipe Antônio Cumaru Silva |
dc.contributor.advisor1.fl_str_mv |
LYRA, Paulo Roberto Maciel |
dc.contributor.advisor-co1.fl_str_mv |
CARVALHO, Darlan Karlo Elisiário de |
contributor_str_mv |
LYRA, Paulo Roberto Maciel CARVALHO, Darlan Karlo Elisiário de |
dc.subject.por.fl_str_mv |
Engenharia Civil Multiescala MsCV MPFA-D GLS Malha de fundo Escoamento monofásico |
topic |
Engenharia Civil Multiescala MsCV MPFA-D GLS Malha de fundo Escoamento monofásico |
description |
The level of detail on modern geological models requires higher resolution grids that may render the simulation of multiphase flow in porous media intractable. Moreover, these models may comprise highly heterogeneous media with phenomena taking place in different scales. The original Multiscale Finite Volume (MsFV) method can tackle such issues by constructing a set of numerical operators that map quantities from the fine-scale domain to a coarser one where the initial problem can be solved at a lower computational cost and the solution mapped back to the original scale. However, the MsFV formulation is limited to k-orthogonal grids since it uses a Two-point Flux Approximation (TPFA) method and employs an algorithm to generate the coarse meshes that is not capable of handling general geometries. The Multiscale Restriction Smoothed-Basis method (MsRSB) improves on the MsFV by introducing a new iterative procedure to find the multiscale operators and modifying the algorithm for the generation of the multiscale geometric entities to accommodate unstructured coarse grids, but is still limited to structured fine grids due to the TPFA discretization. Meanwhile, the Multiscale Control Volume method (MsCV) replaces the TPFA by the Multipoint Flux Approximation with a Diamond stencil (MPFA-D) scheme on the fine-scale while further enhancing the generation of the geometric entities to allow truly unstructured grids on the fine and coarse scales for two-dimensional simulation. In this work we propose an extension to three-dimensional geometries of both the MsCV and the algorithm to obtain the multiscale geometric entities based on the concept of background grid. We modify the MPFA-D to use the very robust Generalised Least Squares (GLS) interpolation technique to obtain the required auxiliary nodal unknowns. Finally, we also introduce an enhanced version of the 3-D MsCV with the incorporation of the enhanced MsRSB (E-MsRSB) to enforce M-matrix properties and improve convergence. We show that the 3-D MsCV method produces good results employing true unstructured grids on both scales to handle the simulation of the single-phase flow in anisotropic and heterogeneous porous media. |
publishDate |
2023 |
dc.date.accessioned.fl_str_mv |
2023-08-23T18:20:31Z |
dc.date.available.fl_str_mv |
2023-08-23T18:20:31Z |
dc.date.issued.fl_str_mv |
2023-07-24 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
ALVES, Filipe Antônio Cumaru Silva. A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media. 2023. Dissertação (Mestrado em Engenharia Civil) – Universidade Federal de Pernambuco, Recife, 2023. |
dc.identifier.uri.fl_str_mv |
https://repositorio.ufpe.br/handle/123456789/52048 |
dc.identifier.dark.fl_str_mv |
ark:/64986/0013000012px0 |
identifier_str_mv |
ALVES, Filipe Antônio Cumaru Silva. A Multiscale Control Volume framework using 3D unstructured grids for the simulation of single phase flow in anisotropic and heterogeneous porous media. 2023. Dissertação (Mestrado em Engenharia Civil) – Universidade Federal de Pernambuco, Recife, 2023. ark:/64986/0013000012px0 |
url |
https://repositorio.ufpe.br/handle/123456789/52048 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Universidade Federal de Pernambuco |
dc.publisher.program.fl_str_mv |
Programa de Pos Graduacao em Engenharia Civil |
dc.publisher.initials.fl_str_mv |
UFPE |
dc.publisher.country.fl_str_mv |
Brasil |
publisher.none.fl_str_mv |
Universidade Federal de Pernambuco |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UFPE instname:Universidade Federal de Pernambuco (UFPE) instacron:UFPE |
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Universidade Federal de Pernambuco (UFPE) |
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UFPE |
institution |
UFPE |
reponame_str |
Repositório Institucional da UFPE |
collection |
Repositório Institucional da UFPE |
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