Abas Muhammad, Habib Tufail, Noor Sahar, Salah Bashir, Zimon Dominik
Department of Industrial Engineering, University of Engineering & Technology, Peshawar 25100, Pakistan.
Industrial Engineering Department, College of Engineering, King Saud University, P.O. Box 800, Riyadh 11421, Saudi Arabia.
Polymers (Basel). 2022 Sep 3;14(17):3667. doi: 10.3390/polym14173667.
Fused deposition modeling (FDM) is the most economical additive manufacturing (AM) technology available for fabricating complex part geometries. However, the involvement of numerous control process parameters and dimensional instabilities are challenges of FDM. Therefore, this study investigated the effect of 3D printing parameters on dimensional deviations, including the length, width, height, and angle of polylactic acid (PLA) printed parts. The selected printing parameters include layer height, number of perimeters, infill density, infill angle, print speed, nozzle temperature, bed temperature, and print orientation. Three-level definitive screening design (DSD) was used to plan experimental runs. The results revealed that infill density is the most consequential parameter for length and width deviation, while layer height is significant for angle and height deviation. The regression models developed for the four responses are non-linear quadratic. The optimal results are obtained considering the integrated approach of desirability and weighted aggregated sum product assessment (WASPAS). The optimal results include a layer height of 0.1 mm, a total of six perimeters, an infill density of 20%, a fill angle of 90°, a print speed of 70 mm/s, a nozzle temperature of 220 °C, a bed temperature of 70 °C, and a print orientation of 90°. The current study provides a guideline to fabricate assistive devices, such as hand and foot orthoses, that require high dimensional accuracies.
熔融沉积建模(FDM)是用于制造复杂部件几何形状的最经济的增材制造(AM)技术。然而,众多控制工艺参数的参与和尺寸不稳定性是FDM面临的挑战。因此,本研究调查了3D打印参数对尺寸偏差的影响,包括聚乳酸(PLA)打印部件的长度、宽度、高度和角度。选定的打印参数包括层高、轮廓数量、填充密度、填充角度、打印速度、喷嘴温度、床温以及打印方向。采用三级确定性筛选设计(DSD)来规划实验运行。结果表明,填充密度是影响长度和宽度偏差的最重要参数,而层高对角度和高度偏差有显著影响。为这四个响应建立的回归模型是非线性二次模型。考虑期望度和加权聚合和积评估(WASPAS)的综合方法获得了最优结果。最优结果包括层高0.1毫米、总共六个轮廓、填充密度20%、填充角度90°、打印速度70毫米/秒、喷嘴温度220°C、床温70°C以及打印方向90°。当前研究为制造需要高精度尺寸的辅助设备(如手足矫形器)提供了指导方针。