Sklenička Josef, Hnátík Jan, Fulemová Jaroslava, Gombár Miroslav, Vagaská Alena, Jirásko Aneta
Department of Machining Technology, Faculty of Mechanical Engineering, University of West Bohemia, Univerzitní 22, 301 00 Pilsen, Czech Republic.
Materials (Basel). 2024 Jun 6;17(11):2775. doi: 10.3390/ma17112775.
Current research studies devoted to cutting forces in drilling are oriented toward predictive model development, however, in the case of mechanistic models, the material effect on the drilling process itself is mostly not considered. This research study aims to experimentally analyze how the machined material affects the feed force () during drilling, alongside developing predictive mathematical-statistical models to understand the main effects and interactions of the considered technological and tool factors on Ff. By conducting experiments involving six factors (feed, cutting speed, drill diameter, point angle, lip relief angle, and helix angle) at five levels, the drilling process of stainless steel AISI1045 and case-hardened steel 16MnCr5 is executed to validate the numerical accuracy of the established prediction models (AdjR = 99.600% for C45 and AdjR = 97.912% for 16MnCr5). The statistical evaluation (ANOVA, RSM, and Lack of Fit) of the data proves that the drilled material affects the value at the level of 17.600% ( < 0.000). The effect of feed represents 44.867% in C45 and 34.087% in 16MnCr5; the cutting speed is significant when machining C45 steel only (9.109%). When machining 16MnCr5 compared to C45 steel, the influence of the point angle (lip relief angle) is lower by 49.198% (by 22.509%). The effect of the helix angle is 163.060% higher when machining 16MnCr5.
当前致力于钻孔切削力的研究主要集中在预测模型的开发上,然而,在机械模型的情况下,材料对钻孔过程本身的影响大多未被考虑。本研究旨在通过实验分析加工材料在钻孔过程中如何影响进给力(),同时开发预测性数学统计模型,以了解所考虑的工艺和刀具因素对进给力的主要影响和相互作用。通过进行涉及六个因素(进给量、切削速度、钻头直径、顶角、刃磨后角和螺旋角)、五个水平的实验,对不锈钢AISI1045和渗碳钢16MnCr5进行钻孔加工,以验证所建立预测模型的数值准确性(C45钢的调整决定系数AdjR = 99.600%,16MnCr5钢的AdjR = 97.912%)。数据的统计评估(方差分析、响应曲面法和失拟检验)证明,被钻削材料对进给力值的影响在17.600%的水平(< 0.000)。进给量的影响在C45钢中占44.867%,在16MnCr5钢中占34.087%;切削速度仅在加工C45钢时具有显著影响(9.109%)。与加工C45钢相比,加工16MnCr5时,顶角(刃磨后角)的影响降低了49.198%(降低了22.509%)。加工16MnCr5时螺旋角的影响高出163.060%。