Enforcing global constraints for the dispersion closure problem: τ2-SIMPLE algorithm
Permeability and effective dispersion tensors are critical parameters to characterize flow and transport in porous media at the continuum scale. Homogenization theory defines a framework in which such effective properties are first computed from solving a closure problem in a repeating unit cell of...
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Veröffentlicht in: | Advances in water resources 2024-09, Vol.191, Article 104759 |
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description | Permeability and effective dispersion tensors are critical parameters to characterize flow and transport in porous media at the continuum scale. Homogenization theory defines a framework in which such effective properties are first computed from solving a closure problem in a repeating unit cell of the periodic microstructure and then used in a macroscopic formulation for efficient computation. The closure problem is formulated as a local boundary value problem subjected to global constraints, which guarantee the uniqueness of the solution and can be difficult to satisfy for complex geometries and at high flow conditions. These constraints also ensure that pore-scale pressure, velocity, and concentration fields can be accurately reconstructed from the closure variable. Building on previous work, here we present a framework that allows to satisfy global constraints associated to both the permeability and the dispersion closure problems by introducing two artificial time scales. The algorithm, called τ2-SIMPLE, computes both permeability and effective dispersion given an arbitrarily complex geometry and flow condition. This algorithm is demonstrated to be accurate for both 2D and 3D geometries across varying flow conditions, and thus it can be used to quickly characterize effective properties from porous media images in many applications.
•The new algorithm solves the dispersion closure problem while enforcing global constraints.•The algorithm is applied to both simple and complex geometries in 2D and 3D.•Two artificial time scales are used to satisfy the zero-mean constraints on the closure variables.•The accuracy of permeability and dispersion tensors is verified against pore-scale simulations. |
doi_str_mv | 10.1016/j.advwatres.2024.104759 |
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•The new algorithm solves the dispersion closure problem while enforcing global constraints.•The algorithm is applied to both simple and complex geometries in 2D and 3D.•Two artificial time scales are used to satisfy the zero-mean constraints on the closure variables.•The accuracy of permeability and dispersion tensors is verified against pore-scale simulations.</description><identifier>ISSN: 0309-1708</identifier><identifier>EISSN: 1872-9657</identifier><identifier>DOI: 10.1016/j.advwatres.2024.104759</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Closure problem ; Dispersion ; Homogenization ; MATHEMATICS AND COMPUTING ; Permeability ; Upscaling</subject><ispartof>Advances in water resources, 2024-09, Vol.191, Article 104759</ispartof><rights>2024 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-7453-6428 ; 0000-0002-2308-5583 ; 0000000274536428 ; 0000000223085583</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.advwatres.2024.104759$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.osti.gov/biblio/2403509$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Weber, Ross M.</creatorcontrib><creatorcontrib>Ling, Bowen</creatorcontrib><creatorcontrib>Battiato, Ilenia</creatorcontrib><creatorcontrib>Stanford Univ., CA (United States)</creatorcontrib><title>Enforcing global constraints for the dispersion closure problem: τ2-SIMPLE algorithm</title><title>Advances in water resources</title><description>Permeability and effective dispersion tensors are critical parameters to characterize flow and transport in porous media at the continuum scale. Homogenization theory defines a framework in which such effective properties are first computed from solving a closure problem in a repeating unit cell of the periodic microstructure and then used in a macroscopic formulation for efficient computation. The closure problem is formulated as a local boundary value problem subjected to global constraints, which guarantee the uniqueness of the solution and can be difficult to satisfy for complex geometries and at high flow conditions. These constraints also ensure that pore-scale pressure, velocity, and concentration fields can be accurately reconstructed from the closure variable. Building on previous work, here we present a framework that allows to satisfy global constraints associated to both the permeability and the dispersion closure problems by introducing two artificial time scales. The algorithm, called τ2-SIMPLE, computes both permeability and effective dispersion given an arbitrarily complex geometry and flow condition. This algorithm is demonstrated to be accurate for both 2D and 3D geometries across varying flow conditions, and thus it can be used to quickly characterize effective properties from porous media images in many applications.
•The new algorithm solves the dispersion closure problem while enforcing global constraints.•The algorithm is applied to both simple and complex geometries in 2D and 3D.•Two artificial time scales are used to satisfy the zero-mean constraints on the closure variables.•The accuracy of permeability and dispersion tensors is verified against pore-scale simulations.</description><subject>Closure problem</subject><subject>Dispersion</subject><subject>Homogenization</subject><subject>MATHEMATICS AND COMPUTING</subject><subject>Permeability</subject><subject>Upscaling</subject><issn>0309-1708</issn><issn>1872-9657</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNo9kF1KAzEUhYMoWKtrMPg-Ncn8JPGtlFELFQXrc8hkbtqU6aQksW7A_bklZ6j4dOCej8vhQ-iWkhkltLrfzXR7_NIpQJwxworhWvBSnqEJFZxlsir5OZqQnMiMciIu0VWMO0KIKDiboI-6tz4Y12_wpvON7rDxfUxBuz5FPFQ4bQG3Lh4gROd7bDofPwPgQ_BNB_sH_PPNsvfly9uqxrrb-ODSdn-NLqzuItz85RStH-v14jlbvT4tF_NVBqKUGasMp5IJzjkYKaDiTcmsIcaQlolcS1tySSlYWthGVqwomsZQTbmF3LTA8ym6O731MTkVjUtgtsP-HkxSrCB5SeQAzU8QDEOODsIIQm-gdWHkWu8UJWp0qXbq36UaXaqTy_wXH81s-w</recordid><startdate>202409</startdate><enddate>202409</enddate><creator>Weber, Ross M.</creator><creator>Ling, Bowen</creator><creator>Battiato, Ilenia</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0002-7453-6428</orcidid><orcidid>https://orcid.org/0000-0002-2308-5583</orcidid><orcidid>https://orcid.org/0000000274536428</orcidid><orcidid>https://orcid.org/0000000223085583</orcidid></search><sort><creationdate>202409</creationdate><title>Enforcing global constraints for the dispersion closure problem: τ2-SIMPLE algorithm</title><author>Weber, Ross M. ; Ling, Bowen ; Battiato, Ilenia</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-e859-26c71928777ec98e67b52fc0cc0d283a9f57911ef14fb96244bbc1a17fe3cde73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Closure problem</topic><topic>Dispersion</topic><topic>Homogenization</topic><topic>MATHEMATICS AND COMPUTING</topic><topic>Permeability</topic><topic>Upscaling</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Weber, Ross M.</creatorcontrib><creatorcontrib>Ling, Bowen</creatorcontrib><creatorcontrib>Battiato, Ilenia</creatorcontrib><creatorcontrib>Stanford Univ., CA (United States)</creatorcontrib><collection>OSTI.GOV</collection><jtitle>Advances in water resources</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Weber, Ross M.</au><au>Ling, Bowen</au><au>Battiato, Ilenia</au><aucorp>Stanford Univ., CA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Enforcing global constraints for the dispersion closure problem: τ2-SIMPLE algorithm</atitle><jtitle>Advances in water resources</jtitle><date>2024-09</date><risdate>2024</risdate><volume>191</volume><artnum>104759</artnum><issn>0309-1708</issn><eissn>1872-9657</eissn><abstract>Permeability and effective dispersion tensors are critical parameters to characterize flow and transport in porous media at the continuum scale. Homogenization theory defines a framework in which such effective properties are first computed from solving a closure problem in a repeating unit cell of the periodic microstructure and then used in a macroscopic formulation for efficient computation. The closure problem is formulated as a local boundary value problem subjected to global constraints, which guarantee the uniqueness of the solution and can be difficult to satisfy for complex geometries and at high flow conditions. These constraints also ensure that pore-scale pressure, velocity, and concentration fields can be accurately reconstructed from the closure variable. Building on previous work, here we present a framework that allows to satisfy global constraints associated to both the permeability and the dispersion closure problems by introducing two artificial time scales. The algorithm, called τ2-SIMPLE, computes both permeability and effective dispersion given an arbitrarily complex geometry and flow condition. This algorithm is demonstrated to be accurate for both 2D and 3D geometries across varying flow conditions, and thus it can be used to quickly characterize effective properties from porous media images in many applications.
•The new algorithm solves the dispersion closure problem while enforcing global constraints.•The algorithm is applied to both simple and complex geometries in 2D and 3D.•Two artificial time scales are used to satisfy the zero-mean constraints on the closure variables.•The accuracy of permeability and dispersion tensors is verified against pore-scale simulations.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.advwatres.2024.104759</doi><orcidid>https://orcid.org/0000-0002-7453-6428</orcidid><orcidid>https://orcid.org/0000-0002-2308-5583</orcidid><orcidid>https://orcid.org/0000000274536428</orcidid><orcidid>https://orcid.org/0000000223085583</orcidid></addata></record> |
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subjects | Closure problem Dispersion Homogenization MATHEMATICS AND COMPUTING Permeability Upscaling |
title | Enforcing global constraints for the dispersion closure problem: τ2-SIMPLE algorithm |
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