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An extensive data set related to micro-drilling of Al-SiC-B

机译:与Al-SiC-B的微钻有关的广泛数据集

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摘要

The emerging technique of micro electro mechanical systems throws a lot of challenging in the micro and nanoscale of machining. The present research explores the development of hybrid aluminium composite with hard particles boron carbide and silicon carbide in 10% volume fraction, and drilling of micro-holes using micro Electro Chemical Machining (µECM) process. The experiments were conducted based on Taguchi's design of experiments. The chief drilling parameters considered for electrochemical drilling were frequency, voltage, current, and electrolyte concentration. The machining duration and electrode wear were observed as the machining responses. After the experimental trials, the observed machining responses were transformed into equivalent Multi Response Performance Index (MRPI) through Grey Relational Approach (GRA) approach. This MRPI were further analysed through Principal Component Analysis (PCA) so as to determine the exact interaction effect of each parameter on the machining responses. The supply current and electrolyte concentration were found to impact the responses at a bigger level, but frequency and voltage were at the meagre level. The research declared the purposeful finding of optimized micro-drilling parameters of 30 Hz frequency, 8 V voltage, 16A current, and 0.4 mol of electrolyte concentration. The data presented in the articles are highly contributed to enhancing the micro-drilling process in terms of good process capability.
机译:微电器机械系统的新兴技术在微观和纳米级加工中投入了大量挑战。本研究探讨了在10%体积分数中用硬颗粒碳化硼和碳化硅的杂种铝复合材料的发展,并使用微型电气化学加工(μECM)工艺钻孔微孔。基于Taguchi的实验设计进行了实验。考虑用于电化学钻井的首席钻探参数是频率,电压,电流和电解质浓度。观察到加工持续时间和电极磨损作为加工响应。实验试验后,通过灰色关系方法(GRA)方法将观察到的加工响应转化为等效的多响应性能指数(MRPI)。通过主成分分析(PCA)进一步分析该MRPI,以确定每个参数对加工响应的确切相互作用效果。发现电源电流和电解质浓度在更大的水平下影响响应,但频率和电压在微薄的水平。该研究宣布了有目的地发现优化的30Hz频率,8V电压,16A电流和0.4mol电解质浓度的微钻参数。在文章中提出的数据高度有助于在良好的过程能力方面提高微钻探过程。

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