Cargando…
A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen
In this study, a novel approach for generating Representative Volume Elements (RVEs) is introduced. In contrast to common generators, the new RVE generator is based on discrete methods to reconstruct synthetic microstructures, using simple methods and a modular structure. The plain and uncomplicated...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7215640/ https://www.ncbi.nlm.nih.gov/pubmed/32316429 http://dx.doi.org/10.3390/ma13081887 |
_version_ | 1783532233528705024 |
---|---|
author | Henrich, Manuel Pütz, Felix Münstermann, Sebastian |
author_facet | Henrich, Manuel Pütz, Felix Münstermann, Sebastian |
author_sort | Henrich, Manuel |
collection | PubMed |
description | In this study, a novel approach for generating Representative Volume Elements (RVEs) is introduced. In contrast to common generators, the new RVE generator is based on discrete methods to reconstruct synthetic microstructures, using simple methods and a modular structure. The plain and uncomplicated structure of the generator makes the extension with new features quite simple. It is discussed why certain features are essential for microstructural simulations. The discrete methods are implemented into a python tool. A Random Sequential Addition (RSA)-Algorithm for discrete volumes is developed and the tessellation is realized with a discrete tessellation function. The results show that the generator can successfully reconstruct realistic microstructures with elongated grains and martensite bands from given input data sets. |
format | Online Article Text |
id | pubmed-7215640 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-72156402020-05-22 A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen Henrich, Manuel Pütz, Felix Münstermann, Sebastian Materials (Basel) Article In this study, a novel approach for generating Representative Volume Elements (RVEs) is introduced. In contrast to common generators, the new RVE generator is based on discrete methods to reconstruct synthetic microstructures, using simple methods and a modular structure. The plain and uncomplicated structure of the generator makes the extension with new features quite simple. It is discussed why certain features are essential for microstructural simulations. The discrete methods are implemented into a python tool. A Random Sequential Addition (RSA)-Algorithm for discrete volumes is developed and the tessellation is realized with a discrete tessellation function. The results show that the generator can successfully reconstruct realistic microstructures with elongated grains and martensite bands from given input data sets. MDPI 2020-04-17 /pmc/articles/PMC7215640/ /pubmed/32316429 http://dx.doi.org/10.3390/ma13081887 Text en © 2020 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 Henrich, Manuel Pütz, Felix Münstermann, Sebastian A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen |
title | A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen |
title_full | A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen |
title_fullStr | A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen |
title_full_unstemmed | A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen |
title_short | A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen |
title_sort | novel approach to discrete representative volume element automation and generation-dragen |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7215640/ https://www.ncbi.nlm.nih.gov/pubmed/32316429 http://dx.doi.org/10.3390/ma13081887 |
work_keys_str_mv | AT henrichmanuel anovelapproachtodiscreterepresentativevolumeelementautomationandgenerationdragen AT putzfelix anovelapproachtodiscreterepresentativevolumeelementautomationandgenerationdragen AT munstermannsebastian anovelapproachtodiscreterepresentativevolumeelementautomationandgenerationdragen AT henrichmanuel novelapproachtodiscreterepresentativevolumeelementautomationandgenerationdragen AT putzfelix novelapproachtodiscreterepresentativevolumeelementautomationandgenerationdragen AT munstermannsebastian novelapproachtodiscreterepresentativevolumeelementautomationandgenerationdragen |