POD-Galerkin Model for Incompressible Single-Phase Flow in Porous Media

Handle URI:
http://hdl.handle.net/10754/623718
Title:
POD-Galerkin Model for Incompressible Single-Phase Flow in Porous Media
Authors:
Wang, Yi; Yu, Bo; Sun, Shuyu ( 0000-0002-3078-864X )
Abstract:
Fast prediction modeling via proper orthogonal decomposition method combined with Galerkin projection is applied to incompressible single-phase fluid flow in porous media. Cases for different configurations of porous media, boundary conditions and problem scales are designed to examine the fidelity and robustness of the model. High precision (relative deviation 1.0 x 10(-4)% similar to 2.3 x 10(-1)%) and large acceleration (speed-up 880 similar to 98454 times) of POD model are found in these cases. Moreover, the computational time of POD model is quite insensitive to the complexity of problems. These results indicate POD model is especially suitable for large-scale complex problems in engineering.
KAUST Department:
Computational Transport Phenomena Lab; Physical Sciences and Engineering (PSE) Division
Citation:
Wang Y, Yu B, Sun S (2016) POD-Galerkin Model for Incompressible Single-Phase Flow in Porous Media. Open Physics 14. Available: http://dx.doi.org/10.1515/phys-2016-0061.
Publisher:
Walter de Gruyter GmbH
Journal:
Open Physics
KAUST Grant Number:
BAS/1/1351-01-01
Issue Date:
25-Jan-2017
DOI:
10.1515/phys-2016-0061
Type:
Article
ISSN:
2391-5471
Sponsors:
The work presented in this paper has been supported by National Natural Science Foundation of China (NSFC) (No. 51576210, No. 51476073, No. 51325603), Science Foundation of China University of Petroleum-Beijing (No. 2462015BJB03, No. 2462015YQ0409, No. C201602) and also supported in part by funding from King Abdullah University of Science and Technology (KAUST) through the grant BAS/1/1351-01-01.
Additional Links:
https://www.degruyter.com/view/j/phys.2016.14.issue-1/phys-2016-0061/phys-2016-0061.xml
Appears in Collections:
Articles; Physical Sciences and Engineering (PSE) Division; Computational Transport Phenomena Lab

Full metadata record

DC FieldValue Language
dc.contributor.authorWang, Yien
dc.contributor.authorYu, Boen
dc.contributor.authorSun, Shuyuen
dc.date.accessioned2017-05-25T10:55:14Z-
dc.date.available2017-05-25T10:55:14Z-
dc.date.issued2017-01-25en
dc.identifier.citationWang Y, Yu B, Sun S (2016) POD-Galerkin Model for Incompressible Single-Phase Flow in Porous Media. Open Physics 14. Available: http://dx.doi.org/10.1515/phys-2016-0061.en
dc.identifier.issn2391-5471en
dc.identifier.doi10.1515/phys-2016-0061en
dc.identifier.urihttp://hdl.handle.net/10754/623718-
dc.description.abstractFast prediction modeling via proper orthogonal decomposition method combined with Galerkin projection is applied to incompressible single-phase fluid flow in porous media. Cases for different configurations of porous media, boundary conditions and problem scales are designed to examine the fidelity and robustness of the model. High precision (relative deviation 1.0 x 10(-4)% similar to 2.3 x 10(-1)%) and large acceleration (speed-up 880 similar to 98454 times) of POD model are found in these cases. Moreover, the computational time of POD model is quite insensitive to the complexity of problems. These results indicate POD model is especially suitable for large-scale complex problems in engineering.en
dc.description.sponsorshipThe work presented in this paper has been supported by National Natural Science Foundation of China (NSFC) (No. 51576210, No. 51476073, No. 51325603), Science Foundation of China University of Petroleum-Beijing (No. 2462015BJB03, No. 2462015YQ0409, No. C201602) and also supported in part by funding from King Abdullah University of Science and Technology (KAUST) through the grant BAS/1/1351-01-01.en
dc.publisherWalter de Gruyter GmbHen
dc.relation.urlhttps://www.degruyter.com/view/j/phys.2016.14.issue-1/phys-2016-0061/phys-2016-0061.xmlen
dc.rightsThis work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License. (CC BY-NC-ND 3.0)en
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0en
dc.subjectPODen
dc.subjectPorous Mediaen
dc.subjectSingle-Phase Flowen
dc.subjectModel Reductionen
dc.titlePOD-Galerkin Model for Incompressible Single-Phase Flow in Porous Mediaen
dc.typeArticleen
dc.contributor.departmentComputational Transport Phenomena Laben
dc.contributor.departmentPhysical Sciences and Engineering (PSE) Divisionen
dc.identifier.journalOpen Physicsen
dc.eprint.versionPublisher's Version/PDFen
dc.contributor.institutionNational Engineering Laboratory for Pipeline Safety, MOE Key Laboratory of Petroleum Engineering, Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, China University of Petroleum, Beijing, 102249, , Chinaen
dc.contributor.institutionSchool of Mechanical Engineering, Beijing Institute of Petrochemical Technology, Beijing, 102617, , Chinaen
kaust.authorSun, Shuyuen
kaust.grant.numberBAS/1/1351-01-01en
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