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August 15, 2025Materials7 citationsOpen Access

Effects of Milling Parameters on Residual Stress and Cutting Force

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HJHaili JiaXWXiong WuAWAimin Wang

Key Points

  • Cutting force increases with feed per tooth, cutting depth, and cutting width, but decreases with higher spindle speed.
  • Results indicate that cutting width predominantly influences residual stresses in the X-direction, while feed per tooth mainly affects the Y-direction.
  • Analysis employed orthogonal experiments and finite element analysis to establish multivariate regression models for parameter-response predictions.
  • Findings support multi-parameter optimization for controlling residual stress and cutting force in aluminum alloy milling, enhancing engineering applications.

Abstract

The 7075-T7451 aluminum alloy, widely used in aerospace, aviation, and automotive fields for critical load-bearing components due to its excellent mechanical properties, suffers from residual stresses induced by thermo-mechanical coupling during milling, which deteriorate workpiece performance. This study explores how key milling parameters—spindle speed *nc*, feed per tooth *fz*, cutting depth *ap*, and cutting width *ae*—affect surface residual stress and cutting force via orthogonal experiments and finite element analysis (FEA). Results show *ae* is critical for X-direction residual stresses, while *fz* dominates Y-direction ones. Cutting force increases with *fz*, *ap*, and *ae* but decreases with higher *nc*. Multivariate regression-based prediction models for residual stress and cutting force were established, which effectively characterize parameter–response relationships with maximum prediction errors of 18.69% (residual stress) and 12.27% (cutting force), showing good engineering applicability. The findings provide theoretical and experimental foundations for multi-parameter optimization in aluminum alloy milling and residual stress/cutting force control, with satisfactory practical effectiveness.

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Cite This Study

Jia et al. (2025) studied this question.

synapsesocial.com/papers/68af5bafad7bf08b1eadf0c5https://doi.org/10.3390/ma18163836
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