Cargando…

A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface

In this paper, a milling force prediction model considering the Taylor factor is established, and the Ti-6Al-4V milling force predicted by the model under different milling parameters is presented. In the study, the milling experiment of Ti-6Al-4V was carried out, the milling force was collected by...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhu, Siyuan, Zhao, Man, Mao, Jian, Liang, Steven Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9612094/
https://www.ncbi.nlm.nih.gov/pubmed/36295971
http://dx.doi.org/10.3390/mi13101618
_version_ 1784819693391970304
author Zhu, Siyuan
Zhao, Man
Mao, Jian
Liang, Steven Y.
author_facet Zhu, Siyuan
Zhao, Man
Mao, Jian
Liang, Steven Y.
author_sort Zhu, Siyuan
collection PubMed
description In this paper, a milling force prediction model considering the Taylor factor is established, and the Ti-6Al-4V milling force predicted by the model under different milling parameters is presented. In the study, the milling experiment of Ti-6Al-4V was carried out, the milling force was collected by the dynamometer, and the microstructure evolution of the milling surface before and after milling was observed by EBSD. Through the comparative analysis of the experimental results and the model prediction results, the reliability of the prediction model proposed in this study was verified, and the influences of the milling parameters on the milling force were further analyzed. Finally, based on the EBSD observation results, the effects of the milling parameters on the microstructure evolution of the milling surface were studied. The results show that both the tangential milling force and normal milling force increase with the increase in the milling depth and feed rate. Among the milling parameters selected in this study, the milling depth has the greatest influence on the milling force. The average errors of the tangential milling force and normal milling force predicted by the milling force model are less than 10%, indicating that the milling force prediction model established in this paper considering Taylor factor is suitable for the prediction of the Ti-6Al-4V milling force. With the change in the milling parameters, the grain structure, grain size, grain boundary distribution, phase distribution, and micro-texture of the material surface change to varying degrees, and the plastic deformation of the milling surface is largely coordinated by the slip.
format Online
Article
Text
id pubmed-9612094
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96120942022-10-28 A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface Zhu, Siyuan Zhao, Man Mao, Jian Liang, Steven Y. Micromachines (Basel) Article In this paper, a milling force prediction model considering the Taylor factor is established, and the Ti-6Al-4V milling force predicted by the model under different milling parameters is presented. In the study, the milling experiment of Ti-6Al-4V was carried out, the milling force was collected by the dynamometer, and the microstructure evolution of the milling surface before and after milling was observed by EBSD. Through the comparative analysis of the experimental results and the model prediction results, the reliability of the prediction model proposed in this study was verified, and the influences of the milling parameters on the milling force were further analyzed. Finally, based on the EBSD observation results, the effects of the milling parameters on the microstructure evolution of the milling surface were studied. The results show that both the tangential milling force and normal milling force increase with the increase in the milling depth and feed rate. Among the milling parameters selected in this study, the milling depth has the greatest influence on the milling force. The average errors of the tangential milling force and normal milling force predicted by the milling force model are less than 10%, indicating that the milling force prediction model established in this paper considering Taylor factor is suitable for the prediction of the Ti-6Al-4V milling force. With the change in the milling parameters, the grain structure, grain size, grain boundary distribution, phase distribution, and micro-texture of the material surface change to varying degrees, and the plastic deformation of the milling surface is largely coordinated by the slip. MDPI 2022-09-27 /pmc/articles/PMC9612094/ /pubmed/36295971 http://dx.doi.org/10.3390/mi13101618 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
Zhu, Siyuan
Zhao, Man
Mao, Jian
Liang, Steven Y.
A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface
title A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface
title_full A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface
title_fullStr A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface
title_full_unstemmed A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface
title_short A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the Milling Surface
title_sort ti-6al-4v milling force prediction model based on the taylor factor model and microstructure evolution of the milling surface
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9612094/
https://www.ncbi.nlm.nih.gov/pubmed/36295971
http://dx.doi.org/10.3390/mi13101618
work_keys_str_mv AT zhusiyuan ati6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface
AT zhaoman ati6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface
AT maojian ati6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface
AT liangsteveny ati6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface
AT zhusiyuan ti6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface
AT zhaoman ti6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface
AT maojian ti6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface
AT liangsteveny ti6al4vmillingforcepredictionmodelbasedonthetaylorfactormodelandmicrostructureevolutionofthemillingsurface