Density-Based Topological Optimization of 3D-Printed Casts for Fracture Treatment with Freefem Software

IF 0.5 Q4 PHYSICS, APPLIED
K. Kokars, A. Krauze, K. Muiznieks, J. Virbulis, P. Verners, A. Gutcaits, J. Olins
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引用次数: 0

Abstract

Abstract 3D printed plastic casts can be used for healing bone fractures. The main requirements for these cases are: they should be light, require little printing time, have good mechanical properties, and ensure proper skin ventilation. We present a density-based topology optimization algorithm for obtaining optimal cast shapes that fulfil these requirements. The algorithm uses a linear stress model and simplified boundary conditions to model the contact problems. The cast shapes were optimized against the influence of several sharp corners. The parametric studies showed that the mass of optimized casts was reduced by 20 %–25 % in comparison with original industrial casts, and the printing time is reduced by 1.4–1.7 h for the largest cast. A major model drawback is the use of 3D numerical volume to model the density distribution. The density distribution should be homogenized across the cast layer. The overhang problem should also be addressed. We also suggest that the cast producers collect more experimental data on the cast breakages for a better calibration of the numerical model.
利用 Freefem 软件对用于断裂处理的三维打印铸件进行基于密度的拓扑优化
3D打印塑料铸件可用于骨折愈合。这些外壳的主要要求是:它们应该很轻,需要很少的打印时间,具有良好的机械性能,并确保适当的皮肤通风。我们提出了一种基于密度的拓扑优化算法,以获得满足这些要求的最佳铸件形状。该算法采用线性应力模型和简化的边界条件来模拟接触问题。针对几个尖角的影响,优化了铸件形状。参数研究表明,优化后的铸件质量比原工业铸件降低了20% ~ 25%,最大铸件的打印时间缩短了1.4 ~ 1.7 h。一个主要的模型缺陷是使用三维数值体积来模拟密度分布。密度分布应均匀分布在铸层上。悬空问题也应加以解决。我们还建议铸造生产商收集更多的铸造破损实验数据,以便更好地校准数值模型。
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来源期刊
CiteScore
1.50
自引率
16.70%
发文量
41
审稿时长
5 weeks
期刊介绍: Latvian Journal of Physics and Technical Sciences (Latvijas Fizikas un Tehnisko Zinātņu Žurnāls) publishes experimental and theoretical papers containing results not published previously and review articles. Its scope includes Energy and Power, Energy Engineering, Energy Policy and Economics, Physical Sciences, Physics and Applied Physics in Engineering, Astronomy and Spectroscopy.
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