Robust RRE technique for increasing the order of accuracy of SPH numerical solutions

Detalhes bibliográficos
Autor(a) principal: Silva, L. P. da
Data de Publicação: 2022
Outros Autores: Marchi, C. H., Meneguette, M. [UNESP], Foltran, A. C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.matcom.2022.03.016
http://hdl.handle.net/11449/239895
Resumo: This study presents the use of a post-processing technique called repeated Richardson extrapolation (RRE) to improve the accuracy of numerical solutions of local and global variables obtained using the smoothed particle hydrodynamics (SPH) method. The investigation focuses on both the steady and unsteady one-dimensional heat conduction problems with Dirichlet boundary conditions, but this technique is applicable to multidimensional and other mathematical models. By using all the variables of the real type and quadruple precision (extended precision or Real*16) we were able to, for example, reduce the discretization error from 1.67E−08 to 3.46E−33 with four extrapolations, limited only by the round-off error and, consequently, determining benchmark solutions for the variable of interest ψ(1/2) using the SPH method. The increase in CPU time and memory usage owing to post-processing was almost null. RRE has proven to be robust in determining up to a sixteenth order of accuracy in meshless discretization for the spatial domain.
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spelling Robust RRE technique for increasing the order of accuracy of SPH numerical solutionsDiscretization errorHeat diffusionSixteenth order of accuracySPH benchmark solutionsSPH with RRE highly accurate schemeVerificationThis study presents the use of a post-processing technique called repeated Richardson extrapolation (RRE) to improve the accuracy of numerical solutions of local and global variables obtained using the smoothed particle hydrodynamics (SPH) method. The investigation focuses on both the steady and unsteady one-dimensional heat conduction problems with Dirichlet boundary conditions, but this technique is applicable to multidimensional and other mathematical models. By using all the variables of the real type and quadruple precision (extended precision or Real*16) we were able to, for example, reduce the discretization error from 1.67E−08 to 3.46E−33 with four extrapolations, limited only by the round-off error and, consequently, determining benchmark solutions for the variable of interest ψ(1/2) using the SPH method. The increase in CPU time and memory usage owing to post-processing was almost null. RRE has proven to be robust in determining up to a sixteenth order of accuracy in meshless discretization for the spatial domain.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Graduate Program in Numerical Methods in Engineering (PPGMNE) Federal University of Paraná (UFPR), P.O. Box 19011Laboratory of Numerical Experimentation (LENA) Department of Mechanical Engineering (DEMEC) Federal University of Paraná (UFPR), P.O. Box 19040São Paulo State University (UNESP) Department of Mathematics and Computer Science (DMC)Graduate Program in Mechanical Engineering (PGMEC) Federal University of Paraná (UFPR), P.O. Box 19040São Paulo State University (UNESP) Department of Mathematics and Computer Science (DMC)Universidade Federal do Paraná (UFPR)Universidade Estadual Paulista (UNESP)Silva, L. P. daMarchi, C. H.Meneguette, M. [UNESP]Foltran, A. C.2023-03-01T19:52:13Z2023-03-01T19:52:13Z2022-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article231-252http://dx.doi.org/10.1016/j.matcom.2022.03.016Mathematics and Computers in Simulation, v. 199, p. 231-252.0378-4754http://hdl.handle.net/11449/23989510.1016/j.matcom.2022.03.0162-s2.0-85128335156Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengMathematics and Computers in Simulationinfo:eu-repo/semantics/openAccess2023-03-01T19:52:13Zoai:repositorio.unesp.br:11449/239895Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-03-01T19:52:13Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
title Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
spellingShingle Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
Silva, L. P. da
Discretization error
Heat diffusion
Sixteenth order of accuracy
SPH benchmark solutions
SPH with RRE highly accurate scheme
Verification
title_short Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
title_full Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
title_fullStr Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
title_full_unstemmed Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
title_sort Robust RRE technique for increasing the order of accuracy of SPH numerical solutions
author Silva, L. P. da
author_facet Silva, L. P. da
Marchi, C. H.
Meneguette, M. [UNESP]
Foltran, A. C.
author_role author
author2 Marchi, C. H.
Meneguette, M. [UNESP]
Foltran, A. C.
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade Federal do Paraná (UFPR)
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Silva, L. P. da
Marchi, C. H.
Meneguette, M. [UNESP]
Foltran, A. C.
dc.subject.por.fl_str_mv Discretization error
Heat diffusion
Sixteenth order of accuracy
SPH benchmark solutions
SPH with RRE highly accurate scheme
Verification
topic Discretization error
Heat diffusion
Sixteenth order of accuracy
SPH benchmark solutions
SPH with RRE highly accurate scheme
Verification
description This study presents the use of a post-processing technique called repeated Richardson extrapolation (RRE) to improve the accuracy of numerical solutions of local and global variables obtained using the smoothed particle hydrodynamics (SPH) method. The investigation focuses on both the steady and unsteady one-dimensional heat conduction problems with Dirichlet boundary conditions, but this technique is applicable to multidimensional and other mathematical models. By using all the variables of the real type and quadruple precision (extended precision or Real*16) we were able to, for example, reduce the discretization error from 1.67E−08 to 3.46E−33 with four extrapolations, limited only by the round-off error and, consequently, determining benchmark solutions for the variable of interest ψ(1/2) using the SPH method. The increase in CPU time and memory usage owing to post-processing was almost null. RRE has proven to be robust in determining up to a sixteenth order of accuracy in meshless discretization for the spatial domain.
publishDate 2022
dc.date.none.fl_str_mv 2022-09-01
2023-03-01T19:52:13Z
2023-03-01T19:52:13Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.matcom.2022.03.016
Mathematics and Computers in Simulation, v. 199, p. 231-252.
0378-4754
http://hdl.handle.net/11449/239895
10.1016/j.matcom.2022.03.016
2-s2.0-85128335156
url http://dx.doi.org/10.1016/j.matcom.2022.03.016
http://hdl.handle.net/11449/239895
identifier_str_mv Mathematics and Computers in Simulation, v. 199, p. 231-252.
0378-4754
10.1016/j.matcom.2022.03.016
2-s2.0-85128335156
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Mathematics and Computers in Simulation
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 231-252
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1799965142371270656