Assessing the accuracy of different remapping methods in adaptive mesh refinement

Bibliographic Details
Main Author: Marques, B. M.
Publication Date: 2022
Other Authors: Neto, D. M., Alves, J. L.
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: https://hdl.handle.net/1822/90355
Summary: Additive manufacturing of metals has attracted much attention over the last years, promoting the development of several computational models for numerical simulation of the laser powder bed fusion (LPBF) process. Nevertheless, the finite element analysis of the LPBF process requires a large computational time. Thus, adaptive mesh refinement strategies are commonly adopted to reduce computational cost, which require some remapping procedure to transfer the state variables from the old mesh to the new one. The present study analyses two different remapping algorithms, namely the Inverse Isoparametric Mapping (IIM) and the Dual Kriging (DK) method. The IIM method uses the shape functions of the finite elements, while the DK method provides an explicit parametric interpolation. The case study adopted covers both coarsening and refinement procedures, using a mathematical function to define the mapped state variable. The accuracy of the remapping methods was lower in the refinement in comparison with the coarsening procedure. The error in the approximation is lower using the DK method in comparison with the IIM method. However, the IIM method does not suffer from error propagation in successive stages of either refinement/derefinement or coarsening/decoarsening.
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spelling Assessing the accuracy of different remapping methods in adaptive mesh refinementDual KrigingFinite element methodRemapping state variablesShape functionsAdditive manufacturing of metals has attracted much attention over the last years, promoting the development of several computational models for numerical simulation of the laser powder bed fusion (LPBF) process. Nevertheless, the finite element analysis of the LPBF process requires a large computational time. Thus, adaptive mesh refinement strategies are commonly adopted to reduce computational cost, which require some remapping procedure to transfer the state variables from the old mesh to the new one. The present study analyses two different remapping algorithms, namely the Inverse Isoparametric Mapping (IIM) and the Dual Kriging (DK) method. The IIM method uses the shape functions of the finite elements, while the DK method provides an explicit parametric interpolation. The case study adopted covers both coarsening and refinement procedures, using a mathematical function to define the mapped state variable. The accuracy of the remapping methods was lower in the refinement in comparison with the coarsening procedure. The error in the approximation is lower using the DK method in comparison with the IIM method. However, the IIM method does not suffer from error propagation in successive stages of either refinement/derefinement or coarsening/decoarsening.The authors gratefully acknowledge the financial support of the projects POCI-01-0145-FEDER031657 (PTDC/EME-EME/31657/2017) and UIDB/00285/2020 financed by the Operational Program for Competitiveness and Internationalization, in its FEDER/FNR component, and the Portuguese Foundation of Science and Technology (FCT), in its State Budget component (OE). The first author is also grateful to the FCT for the PhD grant with reference 2020.05267.BD.Trans Tech PublicationsUniversidade do MinhoMarques, B. M.Neto, D. M.Alves, J. L.20222022-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://hdl.handle.net/1822/90355engMarques, B. M., Neto, D. M., & Alves, J. L. (2022). Assessing the Accuracy of Different Remapping Methods in Adaptive Mesh Refinement. In Key Engineering Materials (Vol. 926, pp. 316–322). Trans Tech Publications, Ltd. https://doi.org/10.4028/p-1r2x8g97830357175941013-982610.4028/p-1r2x8ghttps://www.scientific.net/KEM.926.316info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T04:40:37Zoai:repositorium.sdum.uminho.pt:1822/90355Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T14:55:07.443621Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Assessing the accuracy of different remapping methods in adaptive mesh refinement
title Assessing the accuracy of different remapping methods in adaptive mesh refinement
spellingShingle Assessing the accuracy of different remapping methods in adaptive mesh refinement
Marques, B. M.
Dual Kriging
Finite element method
Remapping state variables
Shape functions
title_short Assessing the accuracy of different remapping methods in adaptive mesh refinement
title_full Assessing the accuracy of different remapping methods in adaptive mesh refinement
title_fullStr Assessing the accuracy of different remapping methods in adaptive mesh refinement
title_full_unstemmed Assessing the accuracy of different remapping methods in adaptive mesh refinement
title_sort Assessing the accuracy of different remapping methods in adaptive mesh refinement
author Marques, B. M.
author_facet Marques, B. M.
Neto, D. M.
Alves, J. L.
author_role author
author2 Neto, D. M.
Alves, J. L.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Marques, B. M.
Neto, D. M.
Alves, J. L.
dc.subject.por.fl_str_mv Dual Kriging
Finite element method
Remapping state variables
Shape functions
topic Dual Kriging
Finite element method
Remapping state variables
Shape functions
description Additive manufacturing of metals has attracted much attention over the last years, promoting the development of several computational models for numerical simulation of the laser powder bed fusion (LPBF) process. Nevertheless, the finite element analysis of the LPBF process requires a large computational time. Thus, adaptive mesh refinement strategies are commonly adopted to reduce computational cost, which require some remapping procedure to transfer the state variables from the old mesh to the new one. The present study analyses two different remapping algorithms, namely the Inverse Isoparametric Mapping (IIM) and the Dual Kriging (DK) method. The IIM method uses the shape functions of the finite elements, while the DK method provides an explicit parametric interpolation. The case study adopted covers both coarsening and refinement procedures, using a mathematical function to define the mapped state variable. The accuracy of the remapping methods was lower in the refinement in comparison with the coarsening procedure. The error in the approximation is lower using the DK method in comparison with the IIM method. However, the IIM method does not suffer from error propagation in successive stages of either refinement/derefinement or coarsening/decoarsening.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference paper
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/90355
url https://hdl.handle.net/1822/90355
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Marques, B. M., Neto, D. M., & Alves, J. L. (2022). Assessing the Accuracy of Different Remapping Methods in Adaptive Mesh Refinement. In Key Engineering Materials (Vol. 926, pp. 316–322). Trans Tech Publications, Ltd. https://doi.org/10.4028/p-1r2x8g
9783035717594
1013-9826
10.4028/p-1r2x8g
https://www.scientific.net/KEM.926.316
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Trans Tech Publications
publisher.none.fl_str_mv Trans Tech Publications
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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repository.mail.fl_str_mv info@rcaap.pt
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