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Multi response optimization of Wire electrical discharge machining process parameters using Taguchi based Grey Relational Analysis

机译:基于Taguchi的灰色关系分析多响应优化电线电气放电加工过程参数

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This paper presents a study that investigates the effect of the WEDM process parameters on the surface roughness average and the kerf width of the stainless steel (SS 304). Nine experimental runs based on an orthogonal array of Taguchi method are performed and grey relational analysis method is subsequently applied to determine an optimal WEDM parameter setting. Surface roughness and kerf width are selected as the quality targets. An optimal parameter combination of the WEDM process is obtained using Grey relational analysis. By analyzing the Grey relational grade matrix, the degree of influence for each controllable process factor onto individual quality targets can be found. The pulse ON time is found to be the most influential factor for both the surface roughness and the kerf width. Further, the results of the analysis of variance (ANOVA) reveals that the pulse ON time is the most significant controlled factor for affecting the multiple responses in the WEDM according to the weighted sum grade of the surface roughness and the kerf width..
机译:本文介绍了研究WEDM工艺参数对不锈钢的表面粗糙度平均值和Kerf宽度的影响(SS 304)的研究。基于正交阵列的Taguchi方法阵列进行九个实验运行,随后施加灰色关系分析方法以确定最佳的WEDM参数设置。选择表面粗糙度和Kerf宽度作为质量目标。使用灰色关系分析获得了WEDM过程的最佳参数组合。通过分析灰色关系级矩阵,可以找到每个可控过程因子对各个质量目标的影响程度。脉冲接通时间是表面粗糙度和kerf宽度最有影响力的因素。此外,方差分析(ANOVA)的结果表明,根据表面粗糙度和kerf宽度的加权和宽度,脉冲是影响WEDM中的多响应最重要的受控系数。

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