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Optimizing of particle accelerated rotor parameters using the discrete element method
The acceleration capability of a centrifugal jet rotor plays a crucial role in achieving a high injection velocity of powder particles in the centrifugal impact moulding process. In this regard, the focus of this article is on optimization of the runner shape. To this end, the lengths of the first a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620183/ https://www.ncbi.nlm.nih.gov/pubmed/37914785 http://dx.doi.org/10.1038/s41598-023-46359-7 |
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author | Sun, Bo Wei, Shizhong Yang, Lu Li, Peng Tong, Shuaiwu |
author_facet | Sun, Bo Wei, Shizhong Yang, Lu Li, Peng Tong, Shuaiwu |
author_sort | Sun, Bo |
collection | PubMed |
description | The acceleration capability of a centrifugal jet rotor plays a crucial role in achieving a high injection velocity of powder particles in the centrifugal impact moulding process. In this regard, the focus of this article is on optimization of the runner shape. To this end, the lengths of the first and second acceleration sections (L(1) and L(2)), and the angles between the first and second acceleration sections and between the second and third sections (α(1) and α(2)) are considered as the rotor parameters. Simulations were conducted using multiple discrete elements to explore the influence of multiple input parameters on the response value, and a regression model was established between the parameters and the particle injection rate. The experimental results show that the selected parameters significantly affect the rate of particle injection, and the interactions between the parameters L(1) and L(2), and between L(2) and α(2) have the largest effects. The results reveal that applying the optimized parameters improves the particle injection speed by 7.85% when compared to the pre-optimization model. This improvement in the rotor acceleration provides the basis for improving the efficiency of centrifugal impact moulding of metal powders. |
format | Online Article Text |
id | pubmed-10620183 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106201832023-11-03 Optimizing of particle accelerated rotor parameters using the discrete element method Sun, Bo Wei, Shizhong Yang, Lu Li, Peng Tong, Shuaiwu Sci Rep Article The acceleration capability of a centrifugal jet rotor plays a crucial role in achieving a high injection velocity of powder particles in the centrifugal impact moulding process. In this regard, the focus of this article is on optimization of the runner shape. To this end, the lengths of the first and second acceleration sections (L(1) and L(2)), and the angles between the first and second acceleration sections and between the second and third sections (α(1) and α(2)) are considered as the rotor parameters. Simulations were conducted using multiple discrete elements to explore the influence of multiple input parameters on the response value, and a regression model was established between the parameters and the particle injection rate. The experimental results show that the selected parameters significantly affect the rate of particle injection, and the interactions between the parameters L(1) and L(2), and between L(2) and α(2) have the largest effects. The results reveal that applying the optimized parameters improves the particle injection speed by 7.85% when compared to the pre-optimization model. This improvement in the rotor acceleration provides the basis for improving the efficiency of centrifugal impact moulding of metal powders. Nature Publishing Group UK 2023-11-01 /pmc/articles/PMC10620183/ /pubmed/37914785 http://dx.doi.org/10.1038/s41598-023-46359-7 Text en © The Author(s) 2023 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sun, Bo Wei, Shizhong Yang, Lu Li, Peng Tong, Shuaiwu Optimizing of particle accelerated rotor parameters using the discrete element method |
title | Optimizing of particle accelerated rotor parameters using the discrete element method |
title_full | Optimizing of particle accelerated rotor parameters using the discrete element method |
title_fullStr | Optimizing of particle accelerated rotor parameters using the discrete element method |
title_full_unstemmed | Optimizing of particle accelerated rotor parameters using the discrete element method |
title_short | Optimizing of particle accelerated rotor parameters using the discrete element method |
title_sort | optimizing of particle accelerated rotor parameters using the discrete element method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620183/ https://www.ncbi.nlm.nih.gov/pubmed/37914785 http://dx.doi.org/10.1038/s41598-023-46359-7 |
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