Stanciu Birlescu Anca, Vilau Cristian, Balc Nicolae
Department of Manufacturing Engineering, Faculty of Industrial Engineering, Robotics and Production Management, Technical University of Cluj-Napoca, Memorandumului 28, 400114 Cluj-Napoca, Romania.
Department of Mechanical Engineering, Technical University of Cluj-Napoca, 400114 Cluj-Napoca, Romania.
Materials (Basel). 2025 May 11;18(10):2215. doi: 10.3390/ma18102215.
Tree-like fractals as internal structures are a novel alternative to conventional lattice structures for mechanical components produced via Selective Laser Melting (SLM). This study explores the mechanical behavior of tree-like fractals, targeting flexure tests on SLM test samples manufactured using two distinct fractal configurations. The main objective is to develop numerical models that can predict the effect of the branching angle on the stress-strain curves, for both fractal configurations, from experimental flexure tests. A polynomial regression model is proposed to predict mechanical response variations based on fractal geometry, and the prediction model provides acceptable errors, less than the natural variance of multiple experiments. Furthermore, the tree-like fractal samples showed an interesting behavior on the flexure test, where the fractals deformed uniformly and in a predictable pattern, enabling mechanical advantages in impact absorption applications.
作为内部结构的树状分形是通过选择性激光熔化(SLM)生产机械部件时传统晶格结构的一种新型替代方案。本研究探索树状分形的力学行为,目标是对使用两种不同分形构型制造的SLM测试样品进行弯曲试验。主要目的是开发数值模型,该模型可以根据实验弯曲试验预测两种分形构型下分支角度对应力-应变曲线的影响。提出了一种多项式回归模型来预测基于分形几何的力学响应变化,该预测模型提供了可接受的误差,小于多次实验的自然方差。此外,树状分形样品在弯曲试验中表现出有趣的行为,分形以可预测的模式均匀变形,在冲击吸收应用中具有力学优势。