Influence of post-processing CO2 laser cutting and FFF 3D printing parameters on the surface morphology of PLAs: Statistical modelling and RSM optimisation

Q1 Engineering
M. Karamimoghadam , M. Lalegani Dezaki , A. Zolfagharian , M. Bodaghi
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引用次数: 2

Abstract

This study investigates the optimization of 3D printing and CO2 laser cutting parameters by the design of experiments (DOE) and response surface methodology (RSM). In fused filament fabrication (FFF) process, the surface quality of printed curves is poor due to the stairstep defects. The aim is to determine how the laser cutting parameters affect the surface morphology of surface finishing polylactic acid (PLA) samples. A total of 13 cube shape samples are 3D-printed with a cone-shaped hole in the middle. Then, post-processing CO2 laser cutting with a maximum power of 1 kW is used to cut the 3D-printed products. Infill percentage (IP) and extruder temperature (ET) in 3D printing, and laser power (LP), scanning speed (SS), and top edge in CO2 laser cutting are the main parameters in this study. Regression equations are obtained by doing an analysis of the experimental findings using statistical software to examine the impacts of process factors on surface conditions. Results show that the infill percentage and extruder temperature have an extraordinary effect on 3D-printed products' surface quality. 30% infill percentage and 190 °C extruder temperature result in the lowest surface quality with a value of 2.151 μm using DOE and RSM optimization. Also, the lowest value of the top edge is achieved at 275 μm with 300 W laser power and a 5 mm/s cutting speed. The proposed methods can be used to reduce material consumption in the product development.

后处理CO2激光切割和FFF 3D打印参数对PLAs表面形态的影响:统计建模和RSM优化
本研究通过实验设计(DOE)和响应面方法(RSM)研究了3D打印和CO2激光切割参数的优化。在熔融丝制造(FFF)工艺中,由于台阶缺陷,印刷曲线的表面质量较差。目的是确定激光切割参数如何影响表面处理聚乳酸(PLA)样品的表面形态。共有13个立方体形状的样本被3D打印,在中间有一个锥形孔。然后,使用最大功率为1kW的后处理CO2激光切割来切割3D打印产品。3D打印中的填充百分比(IP)和挤出机温度(ET),以及CO2激光切割中的激光功率(LP)、扫描速度(SS)和顶部边缘是本研究的主要参数。回归方程是通过使用统计软件对实验结果进行分析来获得的,以检验工艺因素对表面条件的影响。结果表明,填充率和挤出机温度对3D打印产品的表面质量有着显著的影响。使用DOE和RSM优化,30%的填充百分比和190°C的挤出机温度导致最低的表面质量,其值为2.151μm。此外,在300 W激光功率和5 mm/s切割速度的情况下,顶部边缘的最低值在275μm处实现。所提出的方法可用于降低产品开发中的材料消耗。
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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来源期刊
International Journal of Lightweight Materials and Manufacture
International Journal of Lightweight Materials and Manufacture Engineering-Industrial and Manufacturing Engineering
CiteScore
9.90
自引率
0.00%
发文量
52
审稿时长
48 days
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