利用方差分析和灰色关系分析对 Al/SiC/Gr 混合金属基复合材料进行高速加工和优化

IF 1.3 Q3 ENGINEERING, MECHANICAL Australian Journal of Mechanical Engineering Pub Date : 2022-05-27 DOI:10.1080/14484846.2020.1761587
E. M., A. K.
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引用次数: 0

摘要

摘要 本研究旨在探讨在搅拌铸造工艺制造的 Al/SiC 复合材料中添加石墨的效果。在制备三种混合复合材料时,石墨的补强含量从 2.5 wt. % 到 7.5 wt. % 不等。搅拌浇注法制备的 Al/SiC/Gr 混合复合材料具有均匀分散的 SiC 和 Gr 颗粒增强体。使用 PCD 刀片在数控机床上以 300、400 和 500 m/min 的切削速度高速加工 Al/SiC/Gr。通过方差分析,切削速度(48.76%)是影响表面粗糙度的关键因素。为同时提高材料去除率和表面粗糙度,进行了灰色关系分析。使用田口方法预测了粗糙度值,并将预测值与实验结果进行了比较。加工过程中产生的元素碎屑导致粗糙度值降低。
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High speed machining and optimisation of Al/SiC/Gr hybrid metal matrix composites using ANOVA and grey relational analysis
ABSTRACT The objective of this work is to investigate the effect of graphite addition to Al/SiC composites manufactured by stir casting process. The reinforcement content of graphite was varied from 2.5 wt. % to 7.5 wt. %, for preparing three types of hybrid composites. Al/SiC/Gr hybrid composites prepared by stir casting method have uniform dispersion of SiC and Gr particle reinforcement. High-speed machining of Al/SiC/Gr was done in CNC machine using PCD insert at a cutting speed of 300, 400 and 500 m/min. From ANOVA analysis, cutting speed (48.76%) is the critical factor affecting surface roughness. Grey Relational analysis was done for simultaneous improvement of Material Removal Rate and surface roughness. Roughness values were predicted using Taguchi method and predicted values were compared with experimental results. Elemental chips produced during machining leads to reduced roughness values.
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来源期刊
CiteScore
3.70
自引率
7.10%
发文量
77
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