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Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron

This paper addresses the problem of reconstructing realistic, irregular pore geometries of lotus-type porous iron for computer models that allow for simple porosity and pore size variation in computational characterization of their mechanical properties. The presented methodology uses image-recognit...

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Detalles Bibliográficos
Autores principales: Kovačič, Aljaž, Borovinšek, Matej, Vesenjak, Matej, Ren, Zoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5848890/
https://www.ncbi.nlm.nih.gov/pubmed/29373495
http://dx.doi.org/10.3390/ma11020193
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author Kovačič, Aljaž
Borovinšek, Matej
Vesenjak, Matej
Ren, Zoran
author_facet Kovačič, Aljaž
Borovinšek, Matej
Vesenjak, Matej
Ren, Zoran
author_sort Kovačič, Aljaž
collection PubMed
description This paper addresses the problem of reconstructing realistic, irregular pore geometries of lotus-type porous iron for computer models that allow for simple porosity and pore size variation in computational characterization of their mechanical properties. The presented methodology uses image-recognition algorithms for the statistical analysis of pore morphology in real material specimens, from which a unique fingerprint of pore morphology at a certain porosity level is derived. The representative morphology parameter is introduced and used for the indirect reconstruction of realistic and statistically representative pore morphologies, which can be used for the generation of computational models with an arbitrary porosity. Such models were subjected to parametric computer simulations to characterize the dependence of engineering elastic modulus on the porosity of lotus-type porous iron. The computational results are in excellent agreement with experimental observations, which confirms the suitability of the presented methodology of indirect pore geometry reconstruction for computational simulations of similar porous materials.
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spelling pubmed-58488902018-03-14 Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron Kovačič, Aljaž Borovinšek, Matej Vesenjak, Matej Ren, Zoran Materials (Basel) Article This paper addresses the problem of reconstructing realistic, irregular pore geometries of lotus-type porous iron for computer models that allow for simple porosity and pore size variation in computational characterization of their mechanical properties. The presented methodology uses image-recognition algorithms for the statistical analysis of pore morphology in real material specimens, from which a unique fingerprint of pore morphology at a certain porosity level is derived. The representative morphology parameter is introduced and used for the indirect reconstruction of realistic and statistically representative pore morphologies, which can be used for the generation of computational models with an arbitrary porosity. Such models were subjected to parametric computer simulations to characterize the dependence of engineering elastic modulus on the porosity of lotus-type porous iron. The computational results are in excellent agreement with experimental observations, which confirms the suitability of the presented methodology of indirect pore geometry reconstruction for computational simulations of similar porous materials. MDPI 2018-01-26 /pmc/articles/PMC5848890/ /pubmed/29373495 http://dx.doi.org/10.3390/ma11020193 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kovačič, Aljaž
Borovinšek, Matej
Vesenjak, Matej
Ren, Zoran
Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron
title Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron
title_full Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron
title_fullStr Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron
title_full_unstemmed Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron
title_short Indirect Reconstruction of Pore Morphology for Parametric Computational Characterization of Unidirectional Porous Iron
title_sort indirect reconstruction of pore morphology for parametric computational characterization of unidirectional porous iron
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5848890/
https://www.ncbi.nlm.nih.gov/pubmed/29373495
http://dx.doi.org/10.3390/ma11020193
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