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A Ti-6Al-4V Milling Force Prediction Model Based on the Taylor Factor Model and Microstructure Evolution of the
Siyuan Zhu1, Man Zhao1, Jian Mao1
1School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai 201620, China.
A new milling force prediction model, incorporating the Taylor factor, accurately forecasts cutting forces for Ti-6Al-4V. This model aids in understanding how milling parameters affect both forces and microstructure evolution during machining.
Area of Science:
- Materials Science
- Mechanical Engineering
- Manufacturing Processes
Background:
- Milling titanium alloys like Ti-6Al-4V presents challenges due to their material properties.
- Accurate prediction of milling forces is crucial for process optimization and tool life.
- Understanding microstructure evolution during milling impacts surface integrity and performance.
Purpose of the Study:
- To establish a reliable milling force prediction model for Ti-6Al-4V that incorporates the Taylor factor.
- To investigate the influence of milling parameters (depth of cut, feed rate) on milling forces.
- To analyze the effects of milling parameters on the microstructure evolution of the Ti-6Al-4V surface.
Main Methods:
- Development of a milling force prediction model considering the Taylor factor.
- Experimental milling of Ti-6Al-4V with dynamometer-based force measurement.
- Microstructure analysis using Electron Backscatter Diffraction (EBSD) before and after milling.
Main Results:
- The developed model accurately predicts tangential and normal milling forces for Ti-6Al-4V with average errors below 10%.
- Milling depth was identified as the most influential parameter on milling forces among those studied.
- Milling parameters significantly alter surface microstructure, including grain structure, size, boundaries, phase distribution, and micro-texture, with plastic deformation governed by slip.
Conclusions:
- The Taylor factor-based milling force prediction model is reliable for Ti-6Al-4V.
- Milling depth and feed rate directly impact milling forces, with depth having a greater effect.
- Milling processes induce significant microstructural changes on the Ti-6Al-4V surface, primarily through slip mechanisms.
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