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Tensile performance data of 3D printed photopolymer gyroid lattices

Additive manufacturing has provided the ability to manufacture complex structures using a wide variety of materials and geometries. Structures such as triply periodic minimal surface (TPMS) lattices have been incorporated into products across many fields due to their unique combinations of mechanica...

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Autores principales: Peloquin, Jacob, Kirillova, Alina, Mathey, Elizabeth, Rudin, Cynthia, Brinson, L. Catherine, Gall, Ken
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439287/
https://www.ncbi.nlm.nih.gov/pubmed/37600123
http://dx.doi.org/10.1016/j.dib.2023.109396
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author Peloquin, Jacob
Kirillova, Alina
Mathey, Elizabeth
Rudin, Cynthia
Brinson, L. Catherine
Gall, Ken
author_facet Peloquin, Jacob
Kirillova, Alina
Mathey, Elizabeth
Rudin, Cynthia
Brinson, L. Catherine
Gall, Ken
author_sort Peloquin, Jacob
collection PubMed
description Additive manufacturing has provided the ability to manufacture complex structures using a wide variety of materials and geometries. Structures such as triply periodic minimal surface (TPMS) lattices have been incorporated into products across many fields due to their unique combinations of mechanical, geometric, and physical properties. Yet, the near limitless possibility of combining geometry and material into these lattices leaves much to be discovered. This article provides a dataset of experimentally gathered tensile stress-strain curves and measured porosity values for 389 unique gyroid lattice structures manufactured using vat photopolymerization 3D printing. The lattice samples were printed from one of twenty different photopolymer materials available from either Formlabs, LOCTITE AM, or ETEC that range from strong and brittle to elastic and ductile and were printed on commercially available 3D printers, specifically the Formlabs Form2, Prusa SL1, and ETEC Envision One cDLM Mechanical. The stress-strain curves were recorded with an MTS Criterion C43.504 mechanical testing apparatus and following ASTM standards, and the void fraction or “porosity” of each lattice was measured using a calibrated scale. This data serves as a valuable resource for use in the development of novel printing materials and lattice geometries and provides insight into the influence of photopolymer material properties on the printability, geometric accuracy, and mechanical performance of 3D printed lattice structures. The data described in this article was used to train a machine learning model capable of predicting mechanical properties of 3D printed gyroid lattices based on the base mechanical properties of the printing material and porosity of the lattice in the research article [1].
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spelling pubmed-104392872023-08-20 Tensile performance data of 3D printed photopolymer gyroid lattices Peloquin, Jacob Kirillova, Alina Mathey, Elizabeth Rudin, Cynthia Brinson, L. Catherine Gall, Ken Data Brief Data Article Additive manufacturing has provided the ability to manufacture complex structures using a wide variety of materials and geometries. Structures such as triply periodic minimal surface (TPMS) lattices have been incorporated into products across many fields due to their unique combinations of mechanical, geometric, and physical properties. Yet, the near limitless possibility of combining geometry and material into these lattices leaves much to be discovered. This article provides a dataset of experimentally gathered tensile stress-strain curves and measured porosity values for 389 unique gyroid lattice structures manufactured using vat photopolymerization 3D printing. The lattice samples were printed from one of twenty different photopolymer materials available from either Formlabs, LOCTITE AM, or ETEC that range from strong and brittle to elastic and ductile and were printed on commercially available 3D printers, specifically the Formlabs Form2, Prusa SL1, and ETEC Envision One cDLM Mechanical. The stress-strain curves were recorded with an MTS Criterion C43.504 mechanical testing apparatus and following ASTM standards, and the void fraction or “porosity” of each lattice was measured using a calibrated scale. This data serves as a valuable resource for use in the development of novel printing materials and lattice geometries and provides insight into the influence of photopolymer material properties on the printability, geometric accuracy, and mechanical performance of 3D printed lattice structures. The data described in this article was used to train a machine learning model capable of predicting mechanical properties of 3D printed gyroid lattices based on the base mechanical properties of the printing material and porosity of the lattice in the research article [1]. Elsevier 2023-07-09 /pmc/articles/PMC10439287/ /pubmed/37600123 http://dx.doi.org/10.1016/j.dib.2023.109396 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Data Article
Peloquin, Jacob
Kirillova, Alina
Mathey, Elizabeth
Rudin, Cynthia
Brinson, L. Catherine
Gall, Ken
Tensile performance data of 3D printed photopolymer gyroid lattices
title Tensile performance data of 3D printed photopolymer gyroid lattices
title_full Tensile performance data of 3D printed photopolymer gyroid lattices
title_fullStr Tensile performance data of 3D printed photopolymer gyroid lattices
title_full_unstemmed Tensile performance data of 3D printed photopolymer gyroid lattices
title_short Tensile performance data of 3D printed photopolymer gyroid lattices
title_sort tensile performance data of 3d printed photopolymer gyroid lattices
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439287/
https://www.ncbi.nlm.nih.gov/pubmed/37600123
http://dx.doi.org/10.1016/j.dib.2023.109396
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