Characterization of the Tensile Strength of FDM-Printed Parts Made from Polylactic Acid Filament using 33 Full-Factorial Design of Experiment

Emmanuelle R. Bialete, M. Manuel, Renz Maverick E. Alcance, Jacob Paolo A. Canlas, Tristan Joseph B. Chico, Jharen P. Sanqui, J. D. dela Cruz, Marvin S. Verdadero
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引用次数: 1

Abstract

This study is about the characterization of the tensile strength of PLA filaments at varied parameters namely, extrusion temperature, layer height and shell thickness. The PLA filaments are printed using a 3D printer under the principle of fused deposition modeling. The printed model abides by the ASTM D638 standard, which is the standard for tensile testing plastics. The three chosen factors have three levels each and three replications. A full factorial design of experimentation was utilized for the analysis of the data, and ANOVA was used to determine the statistically significant effect among the population means, and if interaction exists among the factors. Briefly, all the null hypotheses were rejected, and all alternative hypotheses were accepted, which states that not all means among the factors are equal and that there exists an interaction among the chosen factors. To get the best result on tensile strength, extrusion temperature should be leveled to 220°C, layer height should be maintained at a value of 0.3 mm, and a higher shell thickness should be observed, like for example, 1.2mm.
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用33全因子实验设计表征聚乳酸长丝fdm打印件的拉伸强度
本文研究了PLA长丝在不同挤出温度、层高和壳厚条件下的拉伸强度特性。在熔融沉积建模原理下,使用3D打印机打印PLA长丝。打印的模型符合ASTM D638标准,这是拉伸测试塑料的标准。所选的三个因素各有三个水平和三个重复。采用全因子试验设计对数据进行分析,并采用方差分析(ANOVA)来确定总体均值之间的统计学显著效应,以及各因素之间是否存在相互作用。简而言之,所有的零假设都被拒绝,所有的备选假设都被接受,这表明并非所有因素之间的均值都是相等的,所选因素之间存在相互作用。为了获得最佳的抗拉强度,挤出温度应调至220℃,层高应保持在0.3 mm,并应观察到更高的外壳厚度,例如1.2mm。
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