Faculty of Informatics, Institute of Computer Science, ELTE Eötvös Loránd University, Budapest, Hungary.
Sci Rep. 2023 Apr 12;13(1):5933. doi: 10.1038/s41598-023-33181-4.
The great advantage of additive manufacturing is the fact that hollowed parts with a given infill can be created. However, the standardized commercial slicer software offers a uniform infill pattern creation solution. In engineering practice, the manufactured parts are functional, therefore the appropriate load bearing capacity is mostly mandatory. In this paper a simplified local infill size optimization method has been presented. Based on a Finite Element Analysis the local density of the pattern can be adjusted, according to the emerged local stresses. The results show that independently of the pattern type, if the scaling was applied, the mechanical resistance was improved to the same extent. In case of the worst-performing uniform pattern, 84% improvement in mechanical resistance was achieved with the optimization. In addition, an FDM printing problem has been highlighted, which must be eliminated if the proposed method is used.
增材制造的一个巨大优势是可以创建具有给定填充率的空心零件。然而,标准化的商业切片软件提供了一种统一的填充模式创建解决方案。在工程实践中,制造的零件是功能性的,因此适当的承载能力大多是强制性的。本文提出了一种简化的局部填充尺寸优化方法。基于有限元分析,可以根据出现的局部应力调整图案的局部密度。结果表明,无论图案类型如何,如果应用缩放,机械阻力都会以相同的程度提高。在表现最差的均匀图案的情况下,通过优化可实现 84%的机械阻力提高。此外,还突出了一个 FDM 打印问题,如果使用所提出的方法,则必须消除该问题。