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Parameters Identification of the Anand Material Model for 3D Printed Structures
Currently, there is an increasing use of machine parts manufactured using 3D printing technology. For the numerical prediction of the behavior of such printed parts, it is necessary to choose a suitable material model and the corresponding material parameters. This paper focuses on the determination...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865962/ https://www.ncbi.nlm.nih.gov/pubmed/33513802 http://dx.doi.org/10.3390/ma14030587 |
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author | Fusek, Martin Paška, Zbyněk Rojíček, Jaroslav Fojtík, František |
author_facet | Fusek, Martin Paška, Zbyněk Rojíček, Jaroslav Fojtík, František |
author_sort | Fusek, Martin |
collection | PubMed |
description | Currently, there is an increasing use of machine parts manufactured using 3D printing technology. For the numerical prediction of the behavior of such printed parts, it is necessary to choose a suitable material model and the corresponding material parameters. This paper focuses on the determination of material parameters of the Anand material model for acrylonitrile butadiene styrene (ABS-M30) material. Material parameters were determined using the genetic algorithm (GA) method using finite element method (FEM) calculations. The FEM simulations were subsequently adjusted to experimental tests carried out to achieve the possible best agreement. Several experimental tensile and indentation tests were performed. The tests were set up in such a way that the relaxation and creep behaviors were at least partially captured. Experimental tests were performed at temperatures of 23 °C, 44 °C, 60 °C, and 80 °C. The results obtained suggest that the Anand material model can also be used for ABS-M30 plastic material, but only if the goal is not to detect anisotropic behavior. Future work will focus on the search for a suitable material model that would be able to capture the anisotropic behavior of printed plastic materials. |
format | Online Article Text |
id | pubmed-7865962 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78659622021-02-07 Parameters Identification of the Anand Material Model for 3D Printed Structures Fusek, Martin Paška, Zbyněk Rojíček, Jaroslav Fojtík, František Materials (Basel) Article Currently, there is an increasing use of machine parts manufactured using 3D printing technology. For the numerical prediction of the behavior of such printed parts, it is necessary to choose a suitable material model and the corresponding material parameters. This paper focuses on the determination of material parameters of the Anand material model for acrylonitrile butadiene styrene (ABS-M30) material. Material parameters were determined using the genetic algorithm (GA) method using finite element method (FEM) calculations. The FEM simulations were subsequently adjusted to experimental tests carried out to achieve the possible best agreement. Several experimental tensile and indentation tests were performed. The tests were set up in such a way that the relaxation and creep behaviors were at least partially captured. Experimental tests were performed at temperatures of 23 °C, 44 °C, 60 °C, and 80 °C. The results obtained suggest that the Anand material model can also be used for ABS-M30 plastic material, but only if the goal is not to detect anisotropic behavior. Future work will focus on the search for a suitable material model that would be able to capture the anisotropic behavior of printed plastic materials. MDPI 2021-01-27 /pmc/articles/PMC7865962/ /pubmed/33513802 http://dx.doi.org/10.3390/ma14030587 Text en © 2021 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 Fusek, Martin Paška, Zbyněk Rojíček, Jaroslav Fojtík, František Parameters Identification of the Anand Material Model for 3D Printed Structures |
title | Parameters Identification of the Anand Material Model for 3D Printed Structures |
title_full | Parameters Identification of the Anand Material Model for 3D Printed Structures |
title_fullStr | Parameters Identification of the Anand Material Model for 3D Printed Structures |
title_full_unstemmed | Parameters Identification of the Anand Material Model for 3D Printed Structures |
title_short | Parameters Identification of the Anand Material Model for 3D Printed Structures |
title_sort | parameters identification of the anand material model for 3d printed structures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865962/ https://www.ncbi.nlm.nih.gov/pubmed/33513802 http://dx.doi.org/10.3390/ma14030587 |
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