Investigation and Mathematical Modelling of Optimized Cutting Parameters for Surface Roughness of EN-8 Alloy Steel

A. Saraswat, Dipak Kumar
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Abstract

The work done in this work deals with the efficacy of cutting parameters on surface of EN-8 alloy steel. For knowing the optimal effects of cutting parameters response surface methodology was practiced subjected to central composite design matrix. The motive was to introduce an interaction among input parameters, i.e., cutting speed, feed and depth of cut and output parameter, surface roughness. For this, second order response surface model was modeled. The foreseen values obtained were found to be fairly close to observed values, showed that the model could be practiced to forecast the surface roughness on EN-8 within the range of parameter studied. Contours and 3-D plots are generated to forecast the value of surface roughness. It was revealed that surface roughness decreases with increases in cutting speed and it increases with feed. However, there were found negligible or almost no implication of depth of cut on surface roughness whereas feed rate affected the surface roughness most. For lower surface roughness, the optimum values of each one were also evaluated.
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EN-8合金钢表面粗糙度优化切削参数的研究与数学建模
本文研究了切削参数对EN-8合金钢表面的影响。为了确定切削参数的最优效果,在中心复合设计矩阵下进行了响应面分析。其动机是引入输入参数(即切削速度、进给量和切削深度)与输出参数(表面粗糙度)之间的相互作用。为此,建立了二阶响应面模型。预测值与实测值相当接近,表明该模型可以在研究参数范围内实现对EN-8表面粗糙度的预测。生成等高线和三维图来预测表面粗糙度值。结果表明,表面粗糙度随切削速度的增加而减小,随进给量的增加而增大。然而,发现切削深度对表面粗糙度的影响可以忽略不计或几乎没有影响,而进给量对表面粗糙度的影响最大。对于较低的表面粗糙度,还评估了各参数的最优值。
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