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Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure

This study proposes a novel methodology to combine topology optimization and ply draping simulation to partition composite structures, improve structural performance, select materials, and enable more accurate representations of cost- and weight-efficient manufacturable designs. The proposed methodo...

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Detalles Bibliográficos
Autores principales: Lang, Daniel, Radford, Donald W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8781931/
https://www.ncbi.nlm.nih.gov/pubmed/35057166
http://dx.doi.org/10.3390/ma15020449
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author Lang, Daniel
Radford, Donald W.
author_facet Lang, Daniel
Radford, Donald W.
author_sort Lang, Daniel
collection PubMed
description This study proposes a novel methodology to combine topology optimization and ply draping simulation to partition composite structures, improve structural performance, select materials, and enable more accurate representations of cost- and weight-efficient manufacturable designs. The proposed methodology is applied to a structure as a case study to verify that the methodology is effective. One design concept is created by subjecting the structure to a kinematic ply draping simulation to inform the partitioning of the structure, improve drapability and performance, and reduce structural defects. A second design concept is created that assumes that plies are draped over the entire structural geometry, forming an integral design. The two design concepts’ topologies are subsequently optimized to specify ideal material and ply geometries to minimize mass and reduce costs. The results indicate that the partitioned structure has a 19% lower mass and 15% lower material costs than the integral design. The two designs produced with the new methodology are also compared against two control designs created to emulate previously published methodologies that have not incorporated ply draping simulations. This demonstrates that neglecting the effects of ply draping produces topology optimization solutions that under-predict the mass of a structure by 26% and costs by 38%.
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spelling pubmed-87819312022-01-22 Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure Lang, Daniel Radford, Donald W. Materials (Basel) Article This study proposes a novel methodology to combine topology optimization and ply draping simulation to partition composite structures, improve structural performance, select materials, and enable more accurate representations of cost- and weight-efficient manufacturable designs. The proposed methodology is applied to a structure as a case study to verify that the methodology is effective. One design concept is created by subjecting the structure to a kinematic ply draping simulation to inform the partitioning of the structure, improve drapability and performance, and reduce structural defects. A second design concept is created that assumes that plies are draped over the entire structural geometry, forming an integral design. The two design concepts’ topologies are subsequently optimized to specify ideal material and ply geometries to minimize mass and reduce costs. The results indicate that the partitioned structure has a 19% lower mass and 15% lower material costs than the integral design. The two designs produced with the new methodology are also compared against two control designs created to emulate previously published methodologies that have not incorporated ply draping simulations. This demonstrates that neglecting the effects of ply draping produces topology optimization solutions that under-predict the mass of a structure by 26% and costs by 38%. MDPI 2022-01-07 /pmc/articles/PMC8781931/ /pubmed/35057166 http://dx.doi.org/10.3390/ma15020449 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lang, Daniel
Radford, Donald W.
Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure
title Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure
title_full Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure
title_fullStr Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure
title_full_unstemmed Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure
title_short Cost, Draping, Material and Partitioning Optimization of a Composite Rail Vehicle Structure
title_sort cost, draping, material and partitioning optimization of a composite rail vehicle structure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8781931/
https://www.ncbi.nlm.nih.gov/pubmed/35057166
http://dx.doi.org/10.3390/ma15020449
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