A feed direction cutting force prediction model and analysis for ceramic matrix composites C/SiC based on rotary ultrasonic profile milling

M. Amin, M.F. Rathore, A. Ahmed, W. Saleem, Q. Li, A. Israr
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Abstract

Ceramic matrix composites have immense applications in the aerospace, aircraft, and automobile industries. Belonging to this class, carbon-fiber reinforced ceramic matrix composites (C/SiC) are used for critical applications due to their superior properties. However, these materials have also stringent properties of heterogeneity, anisotropy, and varying thermal properties that affect machining quality and process efficiency. So, developing a cutting force prediction model and analyzing machining parameters is an essential need for the accurate machining of such materials. In this study, a mechanistic-based feed direction cutting force prediction model for rotary ultrasonic profile milling of C/SiC composites is developed and validated experimentally. The experimental and simulation results closely match each other. The mean error and standard deviation were recorded as 1.358 % and 6.003, respectively. The parametric sensitivity analysis showed that cutting force decreased with increased cutting speed, whereas it increased with increased feed rate and cutting depth. The proposed cutting force model for rotary ultrasonic profile milling of C/SiC composites is robust and can be applied to predict cutting forces and optimize the machining process parameters at the industry level.
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基于旋转超声轮廓铣削的陶瓷基复合材料 C/SiC 进给方向切削力预测模型与分析
陶瓷基复合材料在航空航天、飞机和汽车行业有着广泛的应用。碳纤维增强陶瓷基复合材料(C/SiC)就属于这一类,因其卓越的性能而被用于关键应用领域。然而,这些材料也具有异质性、各向异性和不同热性能等严格的特性,会影响加工质量和加工效率。因此,开发切削力预测模型和分析加工参数是精确加工此类材料的必要条件。在本研究中,针对 C/SiC 复合材料的旋转超声轮廓铣削,开发了一种基于力学的进给方向切削力预测模型,并进行了实验验证。实验和模拟结果非常吻合。平均误差和标准偏差分别为 1.358 % 和 6.003。参数敏感性分析表明,切削力随切削速度的增加而减小,而随进给量和切削深度的增加而增大。所提出的 C/SiC 复合材料旋转超声轮廓铣削切削力模型具有很强的鲁棒性,可用于预测切削力和优化工业级别的加工工艺参数。
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