Mechanical peck drilling of Inconel 625: Parametric analysis and grey fuzzy logic based multi-response optimization

P. P, S. Hiremath
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Abstract

Nickel-based superalloy Inconel 625 is considered a hard-to-cut material due to characteristics such as high hardness, strain hardening behavior, and affinity with tool materials. It is challenging to machine through micro-holes of less than Ø 500 µm with the desired quality on Inconel 625 using the mechanical micro-drilling (MMD) process under dry conditions. The machining parameters must be selected optimally to enhance hole quality and to avoid frequent drill breakages. In this study, through micro-holes are machined on Inconel 625 by the MMD process using solid carbide micro-drills under dry conditions using a peck drilling strategy. Experiments are carried out by varying machining parameters such as spindle speed (8000 rpm, 11000 rpm, and 14000 rpm), feed (5 µm/rev, 7.5 µm/rev, and 10 µm/rev), and drill diameter (Ø 300 µm, Ø 400 µm, and Ø 500 µm) at three levels based on full factorial design. Thrust force and hole quality features such as exit burr height, radial overcut, and taper angle are measured as output responses. The mean effect plots are used to study the influence of machining parameters on output responses. The drill diameter had a significant effect on thrust force and radial overcut. Whereas feed and spindle speed had a major influence on exit burr height and taper angle, respectively. Finally, multi-response optimization is carried out using the grey fuzzy logic method, and an optimal machining parameter setting for multiple responses is ascertained.
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Inconel 625机械钻削:参数分析和基于灰色模糊逻辑的多响应优化
镍基高温合金Inconel 625被认为是一种难以切削的材料,因为它具有高硬度、应变硬化行为和与刀具材料的亲和力等特点。在干燥条件下,使用机械微钻(MMD)工艺在Inconel 625上加工小于Ø 500µm的微孔并达到所需的质量是具有挑战性的。为了提高孔质量,避免钻头频繁破损,必须优化加工参数。在本研究中,使用固体硬质合金微钻在干燥条件下采用微钻策略,通过MMD工艺在Inconel 625上加工微孔。在全因子设计的基础上,通过改变加工参数,如主轴转速(8000rpm, 11000rpm和14000rpm),进给(5µm/rev, 7.5µm/rev和10µm/rev)和钻头直径(Ø 300µm, Ø 400µm和Ø 500µm)在三个水平上进行实验。推力和孔质量特征,如出口毛刺高度、径向过切和锥度角被测量为输出响应。利用平均效应图研究了加工参数对输出响应的影响。钻径对推力和径向过切均有显著影响。进给量和主轴转速分别对出口毛刺高度和锥度角有主要影响。最后,利用灰色模糊逻辑方法进行多响应优化,确定了多响应的最优加工参数设置。
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