通过实验和有限元分析改善 AISI D2 冷作钢钻孔质量并优化加工参数

Harun Yaka, K. Engi̇n
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摘要

近年来日益严重的供应链问题对许多领域的成本产生了负面影响。由于全球危机,原材料价格上涨,制造业受到严重影响。为了将制造业的损失降到最低,应正确制定生产计划和节约材料。降低生产成本最有效的方法就是使用合适的切削工具和选择正确的加工参数。在本研究中,对模具行业广泛使用的 AISI D2 钢进行了钻孔加工,并确定了最佳加工参数。钻孔作业使用了涂有 TiN 涂层的钻头。采用田口方法和方差分析研究了加工参数对表面粗糙度(Ra)和推力(Fz)的影响。测量了钻孔过程中的表面粗糙度和推力值。推力值也通过有限元(FE)方法进行了数值分析。在低进给量和低切削速度下,Ra 和 Fz 也较低。进给率对 Ra 的影响最大,而 Fz 对切削速度的影响最大。进给速率为 30 毫米/分钟、切削速度为 25 米/分钟时,Ra 和 Fz 最低。根据方差分析,可以确定加工参数对 Ra 和 Fz 都有影响。经计算,Ra 和 Fz 的 R2 值均超过 95%。
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AISI D2 Soğuk İş Çeliğinin Delinmesinde Deneysel ve Sonlu Elemanlar Analizi Yoluyla Delik Kalitelerinin İyileştirilmesi ve İşleme Parametrelerinin Optimizasyonu
Increasing supply chain problems in recent years have a negative impact on costs in many areas. Due to the global crisis, raw material prices increased and the manufacturing sector was seriously affected. Production planning and material saving should be done correctly in order to minimize the losses in the manufacturing sector. The most efficient way to reduce production costs is to use suitable cutting tools and choose the right machining parameters. In this study, the drilling of AISI D2 steel, which is widely used in the mold industry, was examined and optimum machining parameters were determined. TiN coated drills are used for drilling operations. The effects of machining parameters on Surface Roughness (Ra) and Thrust Force (Fz) were investigated by Taguchi and ANOVA. Surface roughness and thrust force values during drilling were measured. Thrust force values were also analyzed numerically by the Finite Element (FE) method. Ra and Fz were also low at low feed rate and low cutting speeds. While the feed rate affected Ra the most, the Fz affected the cutting speed the most. The lowest Ra and Fz were at 30 mm/min feed rate and 25 m/min cutting speed. According to the ANOVA, it was determined that the machining parameters were effective on both Ra and Fz. R2 values for Ra and Fz are calculated over 95%.
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