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Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole
In this study, the cutting parameters for machining deep bottle holes (deep holes with complex profiles and length-to-diameter ratio greater than 10) were optimized based on cutting simulation, a regression analysis genetic algorithm, and experimental validation. The influence of cutting parameters...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419836/ https://www.ncbi.nlm.nih.gov/pubmed/37569987 http://dx.doi.org/10.3390/ma16155286 |
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author | Li, Wanzhong Zheng, Huan Feng, Yazhou |
author_facet | Li, Wanzhong Zheng, Huan Feng, Yazhou |
author_sort | Li, Wanzhong |
collection | PubMed |
description | In this study, the cutting parameters for machining deep bottle holes (deep holes with complex profiles and length-to-diameter ratio greater than 10) were optimized based on cutting simulation, a regression analysis genetic algorithm, and experimental validation. The influence of cutting parameters on cutting force and cutting temperature was analyzed using the response surface method (RSM), and the regression prediction model of cutting parameters with cutting force and most cutting temperature was established. Based on this model, multi-objective optimization of cutting force F(x) and material removal rate Q was carried out based on a genetic algorithm, and a set of optimal cutting parameters (v = 139.41 m/min, a(p) = 1.12 mm, f = 0.27 mm/rev) with low cutting force and high material removal rate were obtained. Finally, based on the optimal cutting parameters, the machining of TC4 deep bottle holes with a length-to-diameter (L/D) ratio of 36.36 and a roughness of Ra 3.2 µm was accomplished through a deep hole boring experiment, which verified the feasibility of the selected cutting parameters and provided a certain reference for the machining of this type of parts. |
format | Online Article Text |
id | pubmed-10419836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104198362023-08-12 Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole Li, Wanzhong Zheng, Huan Feng, Yazhou Materials (Basel) Article In this study, the cutting parameters for machining deep bottle holes (deep holes with complex profiles and length-to-diameter ratio greater than 10) were optimized based on cutting simulation, a regression analysis genetic algorithm, and experimental validation. The influence of cutting parameters on cutting force and cutting temperature was analyzed using the response surface method (RSM), and the regression prediction model of cutting parameters with cutting force and most cutting temperature was established. Based on this model, multi-objective optimization of cutting force F(x) and material removal rate Q was carried out based on a genetic algorithm, and a set of optimal cutting parameters (v = 139.41 m/min, a(p) = 1.12 mm, f = 0.27 mm/rev) with low cutting force and high material removal rate were obtained. Finally, based on the optimal cutting parameters, the machining of TC4 deep bottle holes with a length-to-diameter (L/D) ratio of 36.36 and a roughness of Ra 3.2 µm was accomplished through a deep hole boring experiment, which verified the feasibility of the selected cutting parameters and provided a certain reference for the machining of this type of parts. MDPI 2023-07-27 /pmc/articles/PMC10419836/ /pubmed/37569987 http://dx.doi.org/10.3390/ma16155286 Text en © 2023 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 Li, Wanzhong Zheng, Huan Feng, Yazhou Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole |
title | Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole |
title_full | Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole |
title_fullStr | Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole |
title_full_unstemmed | Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole |
title_short | Optimization of Cutting Parameters for Deep Hole Boring of Ti-6Al-4V Deep Bottle Hole |
title_sort | optimization of cutting parameters for deep hole boring of ti-6al-4v deep bottle hole |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419836/ https://www.ncbi.nlm.nih.gov/pubmed/37569987 http://dx.doi.org/10.3390/ma16155286 |
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