Martín Fernández Francisco, Martín Sánchez María Jesús
Department of Civil, Materials, and Manufacturing Engineering, School of Industrial Engineering, University of Malaga, 29071 Malaga, Spain.
Polymers (Basel). 2023 Jan 23;15(3):585. doi: 10.3390/polym15030585.
The aim of this work was to conduct a dimensional study, in terms of microgeometry, using parts from an additive manufacturing process with fused filament fabrication (FFF) technology. As in most cases of additive manufacturing processes, curved surfaces were obtained via approximation of planes with different inclinations. The focus of this experimental study was to analyze the surface roughness of curve geometry from surface-roughness measurements of the plane surfaces that generate it. Three relevant manufacturing parameters were considered: layer height, nozzle diameter and material. Taguchi's experimental design based on the Latin square was applied to optimize the set of specimens used. For the manufactured samples, the surface-roughness parameters Ra (roughness average), Rq (root mean square roughness) and Rz (maximum height) were obtained in eight planes of different inclinations (0° to 90°). The results were analyzed using both a graphical model and an analysis of variance study (ANOVA), demonstrating the dependency relationships among the parameters considered and surface finish. The best surface roughness was reached at 85°, with a global average Ra value of 8.66 µm, increasing the average Ra value from 6.39 µm to 11.57 µm according to the layer height increase or decreasing it slightly, from 8.91 µm to 8.41 µm, in relation to the nozzle diameter increase. On the contrary, the worst surface roughness occurred at 20°, with a global average Ra value of 19.05 µm. Additionally, the theoretical profiles and those from the surface-roughness measurement were found to coincide greatly. Eventually, the eight regression curves from the ANOVA allowed prediction of outputs from future specimens tested under different conditions.
这项工作的目的是利用熔丝制造(FFF)技术的增材制造工艺部件,从微观几何角度进行尺寸研究。与大多数增材制造工艺情况一样,通过不同倾斜度平面的近似来获得曲面。本实验研究的重点是通过对生成曲线几何形状的平面表面进行表面粗糙度测量,来分析曲线几何形状的表面粗糙度。考虑了三个相关制造参数:层高、喷嘴直径和材料。应用基于拉丁方的田口实验设计来优化所使用的试样组。对于制造的样品,在八个不同倾斜度(0°至90°)的平面上获得了表面粗糙度参数Ra(平均粗糙度)、Rq(均方根粗糙度)和Rz(最大高度)。使用图形模型和方差分析研究(ANOVA)对结果进行了分析,证明了所考虑的参数与表面光洁度之间的依赖关系。在85°时达到最佳表面粗糙度,全局平均Ra值为8.66 µm,根据层高增加,平均Ra值从6.39 µm增加到11.57 µm,或者相对于喷嘴直径增加,平均Ra值从8.91 µm略微降低到8.41 µm。相反,在20°时出现最差表面粗糙度,全局平均Ra值为19.05 µm。此外,发现理论轮廓与表面粗糙度测量得到的轮廓非常吻合。最终,方差分析得出的八条回归曲线能够预测未来在不同条件下测试的试样的输出结果。