Archive/Modeling and Analysis of Milling Forces in Longitudinal–Torsional Ultrasonic-Assisted Milling of Frozen Sand Molds
Modeling and Analysis of Milling Forces in Longitudinal–Torsional Ultrasonic-Assisted Milling of Frozen Sand Molds
Bailiang Zhuang, Haoqin Yang, Zhongde Shan et al.
31 de julio de 2026
en

Abstract

Frozen sand molds exhibit broad application prospects in aerospace, large-scale complex castings, and high-end equipment manufacturing owing to their high-strength particle-bonding structure and excellent low-temperature stability. However, their brittle–plastic characteristics make them susceptible to collapse, spalling, and load fluctuations during conventional milling, resulting in nonlinear and unstable milling force behavior. To address this issue, a longitudinal–torsional resonant ultrasonic-assisted milling method was proposed, and an instantaneous milling force model incorporating the effective cutting time was established based on the elemental cutting theory and the oblique cutting force model. Through a series of milling experiments, the milling force coefficients at different spindle speeds were calibrated using the average milling force coefficient method. The identified milling force coefficient models exhibited high fitting accuracy, with coefficients of determination (R2) exceeding 0.9. The developed model was then employed to investigate the effects of various machining conditions on the milling forces of frozen sand molds. The relative error between the predicted and experimentally measured average milling forces was calculated to evaluate the prediction accuracy. The results show that the relative errors between the predicted and experimental milling forces in the X-, Y-, and Z-directions were 9.76%, 8.43%, and 8.45%, respectively, all below 10%, demonstrating the reliability and accuracy of the proposed model. Cutting depth and cutting width were identified as the dominant factors affecting the milling force, whereas the ultrasonic-assisted milling process effectively reduced the milling force, with the most pronounced load-reduction effect observed for conventionally prepared frozen sand molds. This study provides a theoretical basis and practical guidance for process optimization and parameter selection for the efficient and low-load machining of frozen sand molds.

IPC Classification

B60

Keywords

modelinganalysismillingforceslongitudinaltorsionalultrasonic-assistedfrozensandmoldsmachinesexhibitbroadapplicationprospectsaerospacelarge-scalecomplexcastingshigh-endequipmentmanufacturingowinghigh-strength
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