基于熵权灰色关联分析的铝基复合材料钻孔参数多响应优化

S. Ghalme, P. Karolczak
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引用次数: 2

摘要

在干燥条件下,研究了钻进参数(钻进速度和进给速率)对红花纤维增强铝基复合材料(MMC)钻进过程的影响。评估了钻井参数对单个响应特性的影响,并使用多响应优化技术(即熵加权灰色关联分析(EWGRA))研究了最佳钻井参数。以最小的钻孔表面粗糙度、最小的钻孔圆度误差和最小的钻孔进给力为目标,对钻孔参数进行了优化。采用熵权法对各响应进行权重分配,并计算灰色关联度,得到钻井参数的最优水平。为了达到所有输出响应的最小值,钻速的最佳值为22米/分钟,进给速度为0.075毫米/转。
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Multi-Response Optimization of Drilling Parameters for Aluminum Metal Matrix Composite Using Entropy Weighted Grey Relational Analysis
The present work aims to understand the effect of drilling parameters (drill speed and feed rate) during the drilling of saffil fiber-reinforced Al metal matrix composite (MMC) under dry conditions. The effect of drilling parameters on individual response characteristics is evaluated and the optimum drilling parameters are also investigated using a multi-response optimization technique known as Entropy Weighted Grey Relational Analysis (EWGRA). The drilling parameter optimization has been performed with aim of minimizing the surface roughness of drilled hole, roundness error in drilled hole and feed force during drilling. Weights were assigned to individual responses with the Entropy weight method and Grey relational grades were calculated to obtain the optimal level for drilling parameters. To achieve the minimum values for all output responses the optimal value of drill speed is 22 m/min and the feed rate is 0.075 mm/rev.
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