使用田口 L9 正交阵列优化 TPMS Schwarz P 和 Schoen Gyroid 晶格结构的能量吸收和振动性能

N. Sathishkumar, K.M. Kumar, R. Selvam, A.S.M. Udayakumar
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摘要

本研究探讨了熔融沉积建模(FDM)中印刷参数的优化问题,重点是这些参数对三周期最小表面(TPMS)晶格结构的能量吸收和振动行为的影响,特别是基于伪周期的 Schwarz P 和 Schoen Gyroid 设计。实验设计采用田口 L9 正交阵列,以层高(0.15 毫米、0.30 毫米、0.45 毫米)、构建方向(0°、45°、90°)和挤压机温度(190°C、200°C、210°C)作为输入。这些晶格结构通过 Math Mod 生成,并使用 Blender 进行模拟,再通过 Autodesk 网格混合器完善 STL 文件。晶格制造采用聚乳酸(PLA)。与缺乏晶格设计的高密度实体结构进行了对比分析。发现 Schwarz P 晶格的最佳参数为 0.45 毫米层高、0° 构建方向和 200°C 挤压机温度,而 Schoen Gyroid 晶格的最佳参数为 0.30 毫米层高、0° 构建方向和 210°C 挤压机温度。固体结构优化后,层高为 0.30 毫米,构建方向为 90°,挤出机温度为 190°C。固体结构在能量吸收和振动性能方面优于 Schwarz-P 和 Schoen-Gyroid,其中 Schwarz P 的性能优于 Schoen Gyroid。
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Optimization of energy absorption and vibration behaviour of TPMS Schwarz P and Schoen Gyroid lattice structures using Taguchi L9 orthogonal array
In this study, the optimization of printing parameters in fused deposition modeling (FDM) is addressed, focusing on their impact on energy absorption and vibration behaviour of triply periodic minimal surface (TPMS) lattice structures, specifically Pseudo-periodic-based Schwarz P and Schoen Gyroid designs. The experimental design employs a Taguchi L9 orthogonal array involving layer height (0.15 mm, 0.30 mm, 0.45 mm), build orientation (0°, 45°, 90°), and extruder temperature (190°C, 200°C, 210°C) as inputs. These lattice structures are generated through Math Mod and simulated using Blender, with Autodesk Mesh mixer refining the STL file. The lattice fabrication employs PLA (polylactic acid). Comparative analysis is conducted against a high-density solid structure lacking lattice design. Optimal parameters for Schwarz P lattice are found to be 0.45 mm layer height, 0° build orientation, and 200°C extruder temperature, while for Schoen Gyroid lattice, 0.30 mm layer height, 0° build orientation, and 210°C extruder temperature. Solid structure optimization yields 0.30 mm layer height, 90° build orientation, and 190°C extruder temperature. Solid structures outperform Schwarz-P and Schoen-Gyroid in energy absorption and vibration behaviour, with Schwarz P showing superior properties over Schoen Gyroid.
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