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Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials

Modern aerospace, automotive and construction industries rely on materials with non-homogeneous properties like composites or multiphase structures. Such materials offer a lot of advantages, but they also require application of advanced numerical models of exploitation condition, which are of high i...

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Autores principales: Rauch, Łukasz, Bzowski, Krzysztof, Szeliga, Danuta, Pietrzyk, Maciej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304715/
http://dx.doi.org/10.1007/978-3-030-50433-5_30
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author Rauch, Łukasz
Bzowski, Krzysztof
Szeliga, Danuta
Pietrzyk, Maciej
author_facet Rauch, Łukasz
Bzowski, Krzysztof
Szeliga, Danuta
Pietrzyk, Maciej
author_sort Rauch, Łukasz
collection PubMed
description Modern aerospace, automotive and construction industries rely on materials with non-homogeneous properties like composites or multiphase structures. Such materials offer a lot of advantages, but they also require application of advanced numerical models of exploitation condition, which are of high importance for designers, architects and engineers. However, computational cost is one of the most important problems in this approach, being very high and sometimes unacceptable. In this paper we propose approach based on Statistically Similar Representative Volume Element (SSRVE), which is generated by combination of isogeometric analysis and optimization methods. The proposed solution significantly decreases computational cost of complex multiscale simulations and simultaneously maintains high reliability of solvers. At first, the motivation of the work is described in introduction, which is followed by general idea of the SSRVE as a modelling technique. Afterwards, examples of generated SSRVEs based on two different cases are given and passed further to numerical simulations of exploitation conditions. The results obtained from these calculations are used in the model predicting gradients of material properties, which are crucial results for discussion on uniqueness of the proposed solution. Additionally, some aspects of computational cost reduction are discussed, as well.
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spelling pubmed-73047152020-06-22 Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials Rauch, Łukasz Bzowski, Krzysztof Szeliga, Danuta Pietrzyk, Maciej Computational Science – ICCS 2020 Article Modern aerospace, automotive and construction industries rely on materials with non-homogeneous properties like composites or multiphase structures. Such materials offer a lot of advantages, but they also require application of advanced numerical models of exploitation condition, which are of high importance for designers, architects and engineers. However, computational cost is one of the most important problems in this approach, being very high and sometimes unacceptable. In this paper we propose approach based on Statistically Similar Representative Volume Element (SSRVE), which is generated by combination of isogeometric analysis and optimization methods. The proposed solution significantly decreases computational cost of complex multiscale simulations and simultaneously maintains high reliability of solvers. At first, the motivation of the work is described in introduction, which is followed by general idea of the SSRVE as a modelling technique. Afterwards, examples of generated SSRVEs based on two different cases are given and passed further to numerical simulations of exploitation conditions. The results obtained from these calculations are used in the model predicting gradients of material properties, which are crucial results for discussion on uniqueness of the proposed solution. Additionally, some aspects of computational cost reduction are discussed, as well. 2020-05-25 /pmc/articles/PMC7304715/ http://dx.doi.org/10.1007/978-3-030-50433-5_30 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Rauch, Łukasz
Bzowski, Krzysztof
Szeliga, Danuta
Pietrzyk, Maciej
Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials
title Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials
title_full Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials
title_fullStr Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials
title_full_unstemmed Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials
title_short Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials
title_sort development and application of the statistically similar representative volume element for numerical modelling of multiphase materials
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304715/
http://dx.doi.org/10.1007/978-3-030-50433-5_30
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