期刊
MACHINES
卷 9, 期 1, 页码 -出版社
MDPI
DOI: 10.3390/machines9010004
关键词
AISI-D3 turning; machining forces; 3D-FEM; DEFORM™ -3D; RSM; Taguchi
This study presents the development of a 3D Finite Element model for turning AISI-D3 with ceramic tooling, using the Taguchi method to reduce simulation runs and examining the relationship between cutting parameters and cutting forces through statistical tools. The results show a strong correlation between experimental and simulated results, with a relative error below 10% for most tests, confirming the adequacy of the statistical model.
In this study, the development of a 3D Finite Element (FE) model for the turning of AISI-D3 with ceramic tooling is presented, with respect to four levels of cutting speed, feed, and depth of cut. The Taguchi method was employed in order to create the orthogonal array according to the variables involved in the study, reducing this way the number of the required simulation runs. Moreover, the possibility of developing a prediction model based on well-established statistical tools such as the Response Surface Methodology (RSM) and the Analysis of Variance (ANOVA) was examined, in order to further investigate the relationship between the cutting speed, feed, and depth of cut, as well as their influence on the produced force components. The findings of this study point out an increased correlation between the experimental results and the simulated ones, with a relative error below 10% for most tests. Similarly, the values derived from the developed statistical model indicate a strong agreement with the equivalent numerical values due to the verified adequacy of the statistical model.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据