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Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al
In recent years, medium- and low-volume fraction silicon carbide particle-reinforced aluminum matrix composites (SiCp/Al) have increasingly become a key material in the aerospace industry. Force prediction and material removal mechanism analysis of milling SiCp/Al are necessary to improve the surfac...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611126/ https://www.ncbi.nlm.nih.gov/pubmed/36296040 http://dx.doi.org/10.3390/mi13101687 |
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author | Wang, Rong Zhao, Man Mao, Jian Liang, Steven Y. |
author_facet | Wang, Rong Zhao, Man Mao, Jian Liang, Steven Y. |
author_sort | Wang, Rong |
collection | PubMed |
description | In recent years, medium- and low-volume fraction silicon carbide particle-reinforced aluminum matrix composites (SiCp/Al) have increasingly become a key material in the aerospace industry. Force prediction and material removal mechanism analysis of milling SiCp/Al are necessary to improve the surface integrity of products. An orthogonal experiment of SiCp/2009Al with a volume fraction of 20% was carried out, and the effect of the milling parameters on milling force was studied with the input parameters of milling speed, feed rate, and milling depth. Thereby, the empirical force model of milling SiCp/2009Al is established by fitting the experiential data based on the multiple linear regression analysis methods. Moreover, the effects of the milling parameters on the force were analyzed. Finally, the material removal mechanism of milling SiCp/Al is analyzed based on dislocation theory. The analyzed results reveal that the removal mechanism of the SiCp/Al composites includes plastic deformation of the aluminum matrix, cutting of particles, fragmentation, and deboning. Based on dislocation theory and maximum undeformed thickness theory, the effect of cutting parameters on the form of material removal was analyzed, which serves as a guide for selecting appropriate machining parameters to obtain improved machining quality of SiCp/Al composites. |
format | Online Article Text |
id | pubmed-9611126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96111262022-10-28 Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al Wang, Rong Zhao, Man Mao, Jian Liang, Steven Y. Micromachines (Basel) Article In recent years, medium- and low-volume fraction silicon carbide particle-reinforced aluminum matrix composites (SiCp/Al) have increasingly become a key material in the aerospace industry. Force prediction and material removal mechanism analysis of milling SiCp/Al are necessary to improve the surface integrity of products. An orthogonal experiment of SiCp/2009Al with a volume fraction of 20% was carried out, and the effect of the milling parameters on milling force was studied with the input parameters of milling speed, feed rate, and milling depth. Thereby, the empirical force model of milling SiCp/2009Al is established by fitting the experiential data based on the multiple linear regression analysis methods. Moreover, the effects of the milling parameters on the force were analyzed. Finally, the material removal mechanism of milling SiCp/Al is analyzed based on dislocation theory. The analyzed results reveal that the removal mechanism of the SiCp/Al composites includes plastic deformation of the aluminum matrix, cutting of particles, fragmentation, and deboning. Based on dislocation theory and maximum undeformed thickness theory, the effect of cutting parameters on the form of material removal was analyzed, which serves as a guide for selecting appropriate machining parameters to obtain improved machining quality of SiCp/Al composites. MDPI 2022-10-07 /pmc/articles/PMC9611126/ /pubmed/36296040 http://dx.doi.org/10.3390/mi13101687 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 Wang, Rong Zhao, Man Mao, Jian Liang, Steven Y. Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al |
title | Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al |
title_full | Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al |
title_fullStr | Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al |
title_full_unstemmed | Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al |
title_short | Force Prediction and Material Removal Mechanism Analysis of Milling SiCp/2009Al |
title_sort | force prediction and material removal mechanism analysis of milling sicp/2009al |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611126/ https://www.ncbi.nlm.nih.gov/pubmed/36296040 http://dx.doi.org/10.3390/mi13101687 |
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