Zhao Jing, Han Muyue, Li Lin
Department of Industrial Engineering, Pennsylvania State University, Erie, Pennsylvania, USA.
Department of Industrial and Systems Engineering, North Carolina Agricultural and Technical State University, North Carolina, USA.
3D Print Addit Manuf. 2024 Jun 18;11(3):1055-1063. doi: 10.1089/3dp.2023.0165. eCollection 2024 Jun.
Four-dimensional (4D) printing has emerged as a promising manufacturing technology in recent years and revolutionized products by adding shape-morphing capabilities when exposed to certain stimuli. Increasing research attention has been dedicated to studying the shape memory behaviors of the 4D fabricated structures. However, in-depth discussions on quantifying the influence of process parameters on shape fixity and recovery properties are limited, and the anisotropy induced by the layer-wise fabrication nature is significantly underreported. To further exploit the shape memory property of 4D printed structures, it is essential to investigate the process-induced anisotropic shape memory behaviors. In this study, the effects of critical process parameters on anisotropy in shape memory properties are mathematically quantified; meanwhile, the feasibility of tailoring the anisotropy of 4D printed parts is examined with joint consideration of total build time. Different scanning patterns are experimentally analyzed for their influence on anisotropic behaviors. It is found that the Triangle scanning pattern often leads to the best shape memory behaviors in different directions. The outcome of this study confirms the existence of anisotropy in both shape fixity and shape recovery ratios. In addition, the results also reveal that a smaller scanning angle tends to minimize the anisotropy and total fabrication time while ensuring satisfactory shape memory performance. Furthermore, layer thickness shows negligible effects on anisotropy, while the scanning angle and shape memory temperature suggest the opposite.
近年来,四维(4D)打印已成为一种很有前景的制造技术,并通过在受到特定刺激时增加形状变形能力,使产品发生了变革。越来越多的研究致力于研究4D制造结构的形状记忆行为。然而,关于量化工艺参数对形状固定性和恢复性能影响的深入讨论有限,并且由逐层制造特性引起的各向异性的报道也明显不足。为了进一步开发4D打印结构的形状记忆特性,研究工艺诱导的各向异性形状记忆行为至关重要。在本研究中,对关键工艺参数对形状记忆性能各向异性的影响进行了数学量化;同时,结合总构建时间,研究了调整4D打印部件各向异性的可行性。通过实验分析了不同扫描模式对各向异性行为的影响。研究发现,三角形扫描模式在不同方向上通常会产生最佳的形状记忆行为。本研究结果证实了形状固定率和形状恢复率中各向异性的存在。此外,结果还表明,较小的扫描角度倾向于在确保令人满意的形状记忆性能的同时,使各向异性和总制造时间最小化。此外,层厚对各向异性的影响可忽略不计,而扫描角度和形状记忆温度的影响则相反。