Solouki Ali, Aliha M R M, Makui Ahmad, Choupani Naghdali, Seiti Hamidreza
School of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran.
Department of Mechanical Engineering, Gebze Technical University, 41400, Kocaeli, Turkey.
Sci Rep. 2024 Nov 12;14(1):27674. doi: 10.1038/s41598-024-78952-9.
This article examines the influence of various factors on the precision of 3D printed objects produced through Fused Filament Fabrication (FFF) using Polylactic Acid (PLA) as the primary material. While PLA is widely chosen for its compatibility with biological applications, it does suffer from limited dimensional accuracy. The study focuses on investigating the effects of four independent parameters, namely layer height, infill density, printing speed, and the number of top and bottom layers, on accuracy along the three axes of length, width, and depth. The research objective is to identify the optimal levels of these parameters that minimize dimensional errors across all axes. However, due to conflicting requirements among different dimensions, determining a comprehensive decision-making methodology presents a significant challenge. To address this issue, three distinct approaches are proposed, each offering a unique perspective and practical application. Interestingly, the outcomes of these approaches converge on a single solution. Among these parameters, printing speed emerges as the dominant factor, while, the number of layers is the least influential. Moreover, consistent shrinkage is observed in the length and width dimensions, with greater errors evident in longer dimensions. Overall, a preference for lower layer height and infill density, along with higher printing speed and increased top and bottom layers, is recommended. The study findings indicate that the most effective parameter selection for reducing errors in all dimensions involves a layer height of 0.2 mm, infill density of 60%, printing speed of 50 mm/s, and the use of four top and bottom layers.
本文研究了各种因素对以聚乳酸(PLA)为主要材料通过熔融长丝制造(FFF)生产的3D打印物体精度的影响。虽然PLA因其与生物应用的兼容性而被广泛选用,但它在尺寸精度方面确实存在局限性。该研究着重调查四个独立参数,即层高、填充密度、打印速度以及顶部和底部层数,对长度、宽度和深度三个轴向上精度的影响。研究目标是确定这些参数的最佳水平,以将所有轴向上的尺寸误差降至最低。然而,由于不同维度之间存在相互冲突的要求,确定一种全面的决策方法面临重大挑战。为解决这一问题,提出了三种不同的方法,每种方法都提供了独特的视角和实际应用。有趣的是,这些方法的结果都汇聚于一个单一的解决方案。在这些参数中,打印速度是主导因素,而层数的影响最小。此外,在长度和宽度维度上观察到一致的收缩,较长维度上的误差更为明显。总体而言,建议选择较低的层高和填充密度,以及较高的打印速度和增加顶部和底部层数。研究结果表明,在所有维度上减少误差的最有效参数选择包括层高0.2毫米、填充密度60%、打印速度50毫米/秒以及使用四层顶部和底部层。