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Universal scaling laws of keyhole stability and porosity in 3D printing of metals
Metal three-dimensional (3D) printing includes a vast number of operation and material parameters with complex dependencies, which significantly complicates process optimization, materials development, and real-time monitoring and control. We leverage ultrahigh-speed synchrotron X-ray imaging and hi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8062476/ https://www.ncbi.nlm.nih.gov/pubmed/33888724 http://dx.doi.org/10.1038/s41467-021-22704-0 |
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author | Gan, Zhengtao Kafka, Orion L. Parab, Niranjan Zhao, Cang Fang, Lichao Heinonen, Olle Sun, Tao Liu, Wing Kam |
author_facet | Gan, Zhengtao Kafka, Orion L. Parab, Niranjan Zhao, Cang Fang, Lichao Heinonen, Olle Sun, Tao Liu, Wing Kam |
author_sort | Gan, Zhengtao |
collection | PubMed |
description | Metal three-dimensional (3D) printing includes a vast number of operation and material parameters with complex dependencies, which significantly complicates process optimization, materials development, and real-time monitoring and control. We leverage ultrahigh-speed synchrotron X-ray imaging and high-fidelity multiphysics modeling to identify simple yet universal scaling laws for keyhole stability and porosity in metal 3D printing. The laws apply broadly and remain accurate for different materials, processing conditions, and printing machines. We define a dimensionless number, the Keyhole number, to predict aspect ratio of a keyhole and the morphological transition from stable at low Keyhole number to chaotic at high Keyhole number. Furthermore, we discover inherent correlation between keyhole stability and porosity formation in metal 3D printing. By reducing the dimensions of the formulation of these challenging problems, the compact scaling laws will aid process optimization and defect elimination during metal 3D printing, and potentially lead to a quantitative predictive framework. |
format | Online Article Text |
id | pubmed-8062476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80624762021-05-11 Universal scaling laws of keyhole stability and porosity in 3D printing of metals Gan, Zhengtao Kafka, Orion L. Parab, Niranjan Zhao, Cang Fang, Lichao Heinonen, Olle Sun, Tao Liu, Wing Kam Nat Commun Article Metal three-dimensional (3D) printing includes a vast number of operation and material parameters with complex dependencies, which significantly complicates process optimization, materials development, and real-time monitoring and control. We leverage ultrahigh-speed synchrotron X-ray imaging and high-fidelity multiphysics modeling to identify simple yet universal scaling laws for keyhole stability and porosity in metal 3D printing. The laws apply broadly and remain accurate for different materials, processing conditions, and printing machines. We define a dimensionless number, the Keyhole number, to predict aspect ratio of a keyhole and the morphological transition from stable at low Keyhole number to chaotic at high Keyhole number. Furthermore, we discover inherent correlation between keyhole stability and porosity formation in metal 3D printing. By reducing the dimensions of the formulation of these challenging problems, the compact scaling laws will aid process optimization and defect elimination during metal 3D printing, and potentially lead to a quantitative predictive framework. Nature Publishing Group UK 2021-04-22 /pmc/articles/PMC8062476/ /pubmed/33888724 http://dx.doi.org/10.1038/s41467-021-22704-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Gan, Zhengtao Kafka, Orion L. Parab, Niranjan Zhao, Cang Fang, Lichao Heinonen, Olle Sun, Tao Liu, Wing Kam Universal scaling laws of keyhole stability and porosity in 3D printing of metals |
title | Universal scaling laws of keyhole stability and porosity in 3D printing of metals |
title_full | Universal scaling laws of keyhole stability and porosity in 3D printing of metals |
title_fullStr | Universal scaling laws of keyhole stability and porosity in 3D printing of metals |
title_full_unstemmed | Universal scaling laws of keyhole stability and porosity in 3D printing of metals |
title_short | Universal scaling laws of keyhole stability and porosity in 3D printing of metals |
title_sort | universal scaling laws of keyhole stability and porosity in 3d printing of metals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8062476/ https://www.ncbi.nlm.nih.gov/pubmed/33888724 http://dx.doi.org/10.1038/s41467-021-22704-0 |
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