Directional Deviations of PA11-FR Fabricated by PBF-LB/P Process under Constant Energy Density

IF 2.6 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY
Ibrahim Ulke, Mahmut Samil Kaya, Oguz Faik Seven, Remzi Ecmel Ece, Melike Geze, Omer Keles
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Abstract

Geometric complexity and process conditions strongly influence dimensional accuracy in laser-based powder bed fusion of polymers (PBF-LB/P). In this study, the dimensional behavior of flame-retardant polyamide 11 (PA11-FR) fabricated by PBF-LB/P under constant energy-density conditions was systematically investigated. Standardized test artifacts, including linear features, resolution pins, holes, slots, ribs, and Z-axis structures, were manufactured and distributed across the build platform to evaluate geometric, directional, and spatial effects on dimensional deviation. Statistical analysis revealed that geometric feature size is the dominant factor affecting dimensional error (F = 69.38, p < 0.001), exhibiting the largest partial contribution to dimensional variation (74.5%). In contrast, the build platform location showed no statistically significant influence. Directional analysis indicated a significant effect of build orientation (F = 5.28, p = 0.006), with the largest deviations observed along the build direction. Regression analysis further confirmed a statistically significant relationship between nominal feature size and absolute dimensional error (p < 0.001), described by the model: Absolute Error (%) = 1.927 − 0.02574 × Nominal Feature Size. The results demonstrate that dimensional deviations increase substantially for small-scale geometries (<10 mm), while features larger than approximately 20 mm exhibit stable dimensional behavior. These findings highlight the geometry-dependent dimensional accuracy of PA11-FR in the polymer PBF-LB/P and provide practical guidelines for designing dimensionally reliable additively manufactured polymer components.

恒定能量密度下PBF-LB/P工艺制备PA11-FR的方向性偏差
几何复杂性和工艺条件对聚合物粉末床激光熔接(PBF-LB/P)的尺寸精度影响很大。本研究系统地研究了PBF-LB/P制备的阻燃聚酰胺11 (PA11-FR)在恒能量密度条件下的尺寸行为。标准化的测试工件,包括线性特征、分辨率销、孔、槽、肋和z轴结构,被制造并分布在整个构建平台上,以评估几何、方向和空间对尺寸偏差的影响。统计分析表明,几何特征尺寸是影响尺寸误差的主要因素(F = 69.38, p < 0.001),对尺寸变化的贡献最大(74.5%)。相比之下,构建平台的位置没有统计学上显著的影响。定向分析表明,构建方向的影响显著(F = 5.28, p = 0.006),沿构建方向观察到的偏差最大。回归分析进一步证实了名义特征尺寸与绝对尺寸误差之间的统计学显著关系(p < 0.001),由模型描述:绝对误差(%)= 1.927−0.02574 ×名义特征尺寸。结果表明,对于小尺寸几何形状(10 mm),尺寸偏差显著增加,而大于约20 mm的特征则表现出稳定的尺寸行为。这些发现强调了PA11-FR在聚合物PBF-LB/P中的几何依赖尺寸精度,并为设计尺寸可靠的增材制造聚合物组件提供了实用指南。
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来源期刊
Journal of Materials Engineering and Performance
Journal of Materials Engineering and Performance 工程技术-材料科学:综合
CiteScore
3.90
自引率
13.00%
发文量
1120
审稿时长
4.9 months
期刊介绍: ASM International''s Journal of Materials Engineering and Performance focuses on solving day-to-day engineering challenges, particularly those involving components for larger systems. The journal presents a clear understanding of relationships between materials selection, processing, applications and performance. The Journal of Materials Engineering covers all aspects of materials selection, design, processing, characterization and evaluation, including how to improve materials properties through processes and process control of casting, forming, heat treating, surface modification and coating, and fabrication. Testing and characterization (including mechanical and physical tests, NDE, metallography, failure analysis, corrosion resistance, chemical analysis, surface characterization, and microanalysis of surfaces, features and fractures), and industrial performance measurement are also covered
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