利用田口和方差分析方法研究了填充和密度模式对FDM制造的ABS零件力学性能的影响

Q3 Materials Science
M. Othmani, K. Zarbane, A. Chouaf
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引用次数: 1

摘要

目的:研究多种填充模式(直线、直线、网格、三角形、立方、同心圆、蜂窝状、三维蜂窝状)和填充密度对FDM数值制备的ABS试件力学抗拉强度的影响。设计/方法/方法:使用计算机辅助设计(CAD)软件,通过脚本从G-code文件全自动建模测试样品的几何形状和细观结构。然后,利用田口法和方差分析(ANOVA)进行了数值实验设计(NDoE)。通过有限元分析(FEA)对这些数值试样的拉伸性能进行了研究。结果:有限元分析结果表明,采用“同心”填充模式,填充密度为30%,可获得最大极限抗拉强度(UTS)。结果还表明,充填方式和充填密度是影响充填效果的重要因素。研究限制/启示:20%和30%的低填充密度已经在许多以前的研究中使用过,我们也应用了它,以减少模拟的时间。事实上,在高填充密度的情况下,模拟花费的时间非常长。在一项正在进行的研究中,我们预测了更高的比例。实际意义:本研究为功能部件的设计和制造提供了重要的建模工具,并帮助FDM从业者和工程师通过选择最佳工艺参数来制造高强度和轻量化的FDM部件。独创性/价值:本研究阐明了不同填充模式对试件拉伸性能的影响,并首次采用细观结构方法建立了数值试件的NDoE,大大降低了实验成本,同时得到了数值与实验值之间的误差为6.8%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of infill and density pattern on the mechanical behaviour of ABS parts manufactured by FDM using Taguchi and ANOVA approach
Purpose: The present work aims to investigate the effect of many infill patterns (rectilinear, line, grid, triangles, cubic, concentric, honeycomb, 3D honeycomb) and the infill density on the mechanical tensile strength of an Acrylonitrile Butadiene Styrene (ABS) test specimen manufactured numerically by FDM. Design/methodology/approach: Computer-Aided Design (CAD) software has been used to model the geometry and the mesostructure of the test specimens in a fully automatic manner from a G-code file by using a script. Then, a Numerical Design of Experiments (NDoE) has been carried out by using Taguchi method and the Analysis of Variance (ANOVA). The tensile behaviour of these numerical test specimens has been studied by the Finite Element Analysis (FEA). Findings: The FEA results showed that a maximal Ultimate Tensile Strength (UTS) was reached by using the ‘concentric’ infill pattern combined with an infill density of 30%. The results also show that the infill pattern and the infill density are significant factors. Research limitations/implications: The low infill densities of 20% and 30% that have already been used in many previous studies, we have also applied it in order to reduce the time of the simulations. Indeed, with high infill density, the simulations take a very excessive time. In an ongoing study, we predicted higher percentages. Practical implications: This study provided an important modelling tool for the design and manufacture of functional parts and helps the FDM practitioners and engineers to manufacture strong and lightweight FDM parts by choosing the optimal process parameters. Originality/value: This study elucidated the effect of various infill patterns on the tensile properties of the test specimens and applied for the first time a NDoE using numerical test specimens created by the mesostructured approach, which considerably minimized the cost of the experiments while obtaining an error of 6.8% between the numerical and the experimental values of the UTS.
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来源期刊
Archives of materials science and engineering
Archives of materials science and engineering Materials Science-Materials Science (all)
CiteScore
2.90
自引率
0.00%
发文量
15
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