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 17.7 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research 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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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