Evaluating the Accuracy of Finite Element Analysis in Predicting Mechanical Properties of Additively Manufactured Parts

Chanawee Promaue, Suchandrima Das, Aydin Nassehi
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Abstract

This study examines the Markforged simulation software's efficacy in predicting properties of Markforged 3D-printed parts. Material extrusion (MEX) is widely used across industries for its ability to create intricate shapes with diverse internal patterns. To evaluate mechanical properties, especially due to varying infill patterns, the Markforged simulation tool is employed. Tensile test specimens based on ASTM D-638 were 3D printed using a Markforged Mark Two printer and "Onyx" material, varying layer thickness, infill pattern, and density. Deformation is simulated under a 500 N tensile load and compares to physical tests on a tensile machine, considering different pulling speeds. Results show minimal variation between simulations of solid infill patterns and experiments, regardless of speed. However, porous infill patterns exhibited notable differences. Tensile testing also revealed the impact of pulling speed on deflection for "Onyx" specimens under a 500 N load.
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评估有限元分析在预测快速成型部件机械性能方面的准确性
本研究探讨了 Markforged 仿真软件在预测 Markforged 3D 打印部件性能方面的功效。材料挤压(MEX)因其能够创建具有各种内部图案的复杂形状而被广泛应用于各行各业。为了评估机械性能,特别是由于不同填充模式造成的机械性能,我们使用了 Markforged 仿真工具。使用 Markforged Mark Two 打印机和 "Onyx "材料,根据 ASTM D-638 标准,通过改变层厚、填充图案和密度,三维打印出拉伸测试试样。在 500 N 拉伸负载下模拟变形,并与拉伸机上的物理测试进行比较,同时考虑到不同的拉伸速度。结果表明,无论速度如何,实心填充图案的模拟与实验之间的差异极小。然而,多孔填充图案则表现出明显的差异。拉伸测试还显示了在 500 N 负载下拉伸速度对 "缟玛瑙 "试样挠度的影响。
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