Application of meshless generalized finite difference method (GFDM) in single-phase coupled heat and mass transfer problem in three-dimensional porous media
This paper achieves effective and precise meshless modeling of three-dimensional (3D) single-phase coupled heat and mass transfer problems based on the generalized finite difference method (GFDM). It utilizes the Taylor formula and the weighted least squares method in the node influence domains to d...
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Veröffentlicht in: | Physics of fluids (1994) 2024-07, Vol.36 (7) |
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container_title | Physics of fluids (1994) |
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creator | Zhang, Qirui Zhan, Wentao Liu, Yuyang Zhao, Hui Xu, Kangning Rao, Xiang |
description | This paper achieves effective and precise meshless modeling of three-dimensional (3D) single-phase coupled heat and mass transfer problems based on the generalized finite difference method (GFDM). It utilizes the Taylor formula and the weighted least squares method in the node influence domains to derive a generalized finite difference scheme for spatial derivatives of pressure and temperature. Consequently, a sequential coupled discrete scheme for the pressure diffusion equation and heat convection–conduction equation is formulated, resulting in the determination of pressure and temperature. An example conducts sensitivity analysis with different schemes of node collocation and different radius of influence domains. The calculation results demonstrate that this method exhibits good convergence. Two 3D model examples with regular and irregular boundaries illustrate the advantages of the GFDM in handling complex geometric problems within the computational domain, showcasing its superior flexibility and simplicity. This paper demonstrates the significant potential of GFDM in addressing complex geometric multi-physics field coupling challenges, offering innovative ideas for geothermal resource development, groundwater management, and thermal recovery in oil and gas reservoirs. |
doi_str_mv | 10.1063/5.0211014 |
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It utilizes the Taylor formula and the weighted least squares method in the node influence domains to derive a generalized finite difference scheme for spatial derivatives of pressure and temperature. Consequently, a sequential coupled discrete scheme for the pressure diffusion equation and heat convection–conduction equation is formulated, resulting in the determination of pressure and temperature. An example conducts sensitivity analysis with different schemes of node collocation and different radius of influence domains. The calculation results demonstrate that this method exhibits good convergence. Two 3D model examples with regular and irregular boundaries illustrate the advantages of the GFDM in handling complex geometric problems within the computational domain, showcasing its superior flexibility and simplicity. This paper demonstrates the significant potential of GFDM in addressing complex geometric multi-physics field coupling challenges, offering innovative ideas for geothermal resource development, groundwater management, and thermal recovery in oil and gas reservoirs.</description><identifier>ISSN: 1070-6631</identifier><identifier>EISSN: 1089-7666</identifier><identifier>DOI: 10.1063/5.0211014</identifier><identifier>CODEN: PHFLE6</identifier><language>eng</language><publisher>Melville: American Institute of Physics</publisher><subject>Conduction heating ; Effectiveness ; Finite difference method ; Geothermal resources ; Groundwater management ; Heat ; Heat transfer ; Least squares method ; Mass transfer ; Mathematical analysis ; Meshless methods ; Porous media ; Sensitivity analysis ; Three dimensional models</subject><ispartof>Physics of fluids (1994), 2024-07, Vol.36 (7)</ispartof><rights>Author(s)</rights><rights>2024 Author(s). Published under an exclusive license by AIP Publishing.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c182t-5c2474d18418a4e24c9de28f325dfd1791799d96c999d8bf524738b84e9937b33</cites><orcidid>0000-0002-2802-7753 ; 0009-0002-3343-5943 ; 0000-0002-2615-7642 ; 0000-0002-1856-1581</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,790,4498,27901,27902</link.rule.ids></links><search><creatorcontrib>Zhang, Qirui</creatorcontrib><creatorcontrib>Zhan, Wentao</creatorcontrib><creatorcontrib>Liu, Yuyang</creatorcontrib><creatorcontrib>Zhao, Hui</creatorcontrib><creatorcontrib>Xu, Kangning</creatorcontrib><creatorcontrib>Rao, Xiang</creatorcontrib><title>Application of meshless generalized finite difference method (GFDM) in single-phase coupled heat and mass transfer problem in three-dimensional porous media</title><title>Physics of fluids (1994)</title><description>This paper achieves effective and precise meshless modeling of three-dimensional (3D) single-phase coupled heat and mass transfer problems based on the generalized finite difference method (GFDM). It utilizes the Taylor formula and the weighted least squares method in the node influence domains to derive a generalized finite difference scheme for spatial derivatives of pressure and temperature. Consequently, a sequential coupled discrete scheme for the pressure diffusion equation and heat convection–conduction equation is formulated, resulting in the determination of pressure and temperature. An example conducts sensitivity analysis with different schemes of node collocation and different radius of influence domains. The calculation results demonstrate that this method exhibits good convergence. Two 3D model examples with regular and irregular boundaries illustrate the advantages of the GFDM in handling complex geometric problems within the computational domain, showcasing its superior flexibility and simplicity. This paper demonstrates the significant potential of GFDM in addressing complex geometric multi-physics field coupling challenges, offering innovative ideas for geothermal resource development, groundwater management, and thermal recovery in oil and gas reservoirs.</description><subject>Conduction heating</subject><subject>Effectiveness</subject><subject>Finite difference method</subject><subject>Geothermal resources</subject><subject>Groundwater management</subject><subject>Heat</subject><subject>Heat transfer</subject><subject>Least squares method</subject><subject>Mass transfer</subject><subject>Mathematical analysis</subject><subject>Meshless methods</subject><subject>Porous media</subject><subject>Sensitivity analysis</subject><subject>Three dimensional models</subject><issn>1070-6631</issn><issn>1089-7666</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kEFLxDAQhYsoqKsH_0HAiytUk6ZNk6Os7iooXvRcssnERtqkJtmD_hZ_rFnXszAwc_jem8crijOCrwhm9Lq5whUhmNR7xRHBXJQtY2x_e7e4ZIySw-I4xneMMRUVOyq-b6ZpsEom6x3yBo0Q-wFiRG_gIMjBfoFGxjqbAGlrDARwCjKWeq_RxWp5-zRH1qFo3dsA5dTLCEj5zTRkXQ8yIek0GmV2TEG6mA3QFPx6gHErS30AKLUdwcWcQA5o8sFvYn6grTwpDowcIpz-7Vnxurx7WdyXj8-rh8XNY6kIr1LZqKpua014TbisoaqV0FBxQ6tGG01akUdowZTIi69Nk3HK17wGIWi7pnRWnO98c7KPDcTUvftNyGliR3Hb1BUjXGRqvqNU8DEGMN0U7CjDZ0dwty2_a7q_8jN7uWOjsum33H_gH1m6hVE</recordid><startdate>202407</startdate><enddate>202407</enddate><creator>Zhang, Qirui</creator><creator>Zhan, Wentao</creator><creator>Liu, Yuyang</creator><creator>Zhao, Hui</creator><creator>Xu, Kangning</creator><creator>Rao, Xiang</creator><general>American Institute of Physics</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-2802-7753</orcidid><orcidid>https://orcid.org/0009-0002-3343-5943</orcidid><orcidid>https://orcid.org/0000-0002-2615-7642</orcidid><orcidid>https://orcid.org/0000-0002-1856-1581</orcidid></search><sort><creationdate>202407</creationdate><title>Application of meshless generalized finite difference method (GFDM) in single-phase coupled heat and mass transfer problem in three-dimensional porous media</title><author>Zhang, Qirui ; Zhan, Wentao ; Liu, Yuyang ; Zhao, Hui ; Xu, Kangning ; Rao, Xiang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c182t-5c2474d18418a4e24c9de28f325dfd1791799d96c999d8bf524738b84e9937b33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Conduction heating</topic><topic>Effectiveness</topic><topic>Finite difference method</topic><topic>Geothermal resources</topic><topic>Groundwater management</topic><topic>Heat</topic><topic>Heat transfer</topic><topic>Least squares method</topic><topic>Mass transfer</topic><topic>Mathematical analysis</topic><topic>Meshless methods</topic><topic>Porous media</topic><topic>Sensitivity analysis</topic><topic>Three dimensional models</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Qirui</creatorcontrib><creatorcontrib>Zhan, Wentao</creatorcontrib><creatorcontrib>Liu, Yuyang</creatorcontrib><creatorcontrib>Zhao, Hui</creatorcontrib><creatorcontrib>Xu, Kangning</creatorcontrib><creatorcontrib>Rao, Xiang</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Physics of fluids (1994)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Qirui</au><au>Zhan, Wentao</au><au>Liu, Yuyang</au><au>Zhao, Hui</au><au>Xu, Kangning</au><au>Rao, Xiang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Application of meshless generalized finite difference method (GFDM) in single-phase coupled heat and mass transfer problem in three-dimensional porous media</atitle><jtitle>Physics of fluids (1994)</jtitle><date>2024-07</date><risdate>2024</risdate><volume>36</volume><issue>7</issue><issn>1070-6631</issn><eissn>1089-7666</eissn><coden>PHFLE6</coden><abstract>This paper achieves effective and precise meshless modeling of three-dimensional (3D) single-phase coupled heat and mass transfer problems based on the generalized finite difference method (GFDM). It utilizes the Taylor formula and the weighted least squares method in the node influence domains to derive a generalized finite difference scheme for spatial derivatives of pressure and temperature. Consequently, a sequential coupled discrete scheme for the pressure diffusion equation and heat convection–conduction equation is formulated, resulting in the determination of pressure and temperature. An example conducts sensitivity analysis with different schemes of node collocation and different radius of influence domains. The calculation results demonstrate that this method exhibits good convergence. Two 3D model examples with regular and irregular boundaries illustrate the advantages of the GFDM in handling complex geometric problems within the computational domain, showcasing its superior flexibility and simplicity. This paper demonstrates the significant potential of GFDM in addressing complex geometric multi-physics field coupling challenges, offering innovative ideas for geothermal resource development, groundwater management, and thermal recovery in oil and gas reservoirs.</abstract><cop>Melville</cop><pub>American Institute of Physics</pub><doi>10.1063/5.0211014</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-2802-7753</orcidid><orcidid>https://orcid.org/0009-0002-3343-5943</orcidid><orcidid>https://orcid.org/0000-0002-2615-7642</orcidid><orcidid>https://orcid.org/0000-0002-1856-1581</orcidid></addata></record> |
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subjects | Conduction heating Effectiveness Finite difference method Geothermal resources Groundwater management Heat Heat transfer Least squares method Mass transfer Mathematical analysis Meshless methods Porous media Sensitivity analysis Three dimensional models |
title | Application of meshless generalized finite difference method (GFDM) in single-phase coupled heat and mass transfer problem in three-dimensional porous media |
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