Optimisation of tensile stress of poly(lactic acid) 3D printed materials using response surface methodology

M. Vorkapić, I. Mladenović, M. Pergal, Toni Ivanov, Marija Baltić
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引用次数: 2

Abstract

Three-dimensional printed plastic products developed through fused deposition modelling (FDM) take long-term mechanical loading in most industrial prototypes. This article focuses on the impact of the 3D printing parameters, type of thermal treatment and variation of characteristic dimensions of standard specimens on the tensile properties of poly(lactic acid) (PLA) material. Two mediums were used for thermal treatment: NaCl powder and plaster. The specimens immersed in NaCl powder were heated to the melting temperature of the filament (200 °C), while the processing of the plastered specimens was performed at a temperature of 100 °C. After treatment, the specimens were cooled at room temperature (25 °C), and the dimensions of the annealed and untreated specimens were controlled. The tensile test of the specimens was performed on the universal test machine. The response surface methodology (RSM) is employed to predict the tensile stress by undertaking input parameters. The analysis of variance (ANOVA) results revealed that the untreated specimens, orientation –45/45 and layer thickness of 0.1 mm had the highest tensile stress value. Thermal treatment in plaster showed a significant increase in tensile strength, while the best specimens were obtained after treatment in NaCl, and all refer to the –45/45 (0.1 mm) orientation.
利用响应面法优化聚乳酸3D打印材料的拉伸应力
通过熔融沉积建模(FDM)开发的三维印刷塑料产品在大多数工业原型中需要长期的机械加载。本文重点研究了3D打印参数、热处理类型和标准试样特征尺寸变化对聚乳酸材料拉伸性能的影响。热处理采用氯化钠粉和石膏两种介质。浸泡在NaCl粉中的试样加热到灯丝熔化温度(200℃),抹灰后试样的处理温度为100℃。处理后的试样在室温(25℃)下冷却,并控制退火和未处理试样的尺寸。试件的拉伸试验在万能试验机上进行。采用响应面法(RSM)对输入参数进行拉应力预测。方差分析(ANOVA)结果显示,未经处理的试样,取向为-45/45,层厚为0.1 mm时拉伸应力值最高。石膏热处理后试样抗拉强度显著提高,NaCl处理后试样抗拉强度最好,且均为-45/45 (0.1 mm)取向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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