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SYSTEMATIC DIMENSIONAL CALIBRATION PROCESS FOR 3D PRINTED PARTS IN SELECTIVE LASER SINTERING (SLS)

机译:选择性激光烧结(SLS)中3D打印零件的系统尺寸校准过程

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The selective laser sintering (SLS) processes, known for enhancing engineering properties and durability of products, are widely used in auto part development processes. The dimensional displacements of the 3D printed parts, however, hinder utilizing the technology directly to enhance their development process. In general, the SLS process causes curved shapes (convex) due to thermal deformation (thermal expansion and thermal contraction) in the powder sintering and cooling processes, which accompanies multi-phase changes of the raw materials (polymer powders). In this research, we aim to present a systematic dimensional calibration process by investigating and analyzing the dimensional deformation patterns of 3D printed samples in SLS platform (using 3D Systems 'sPro60 SD). Firstly, the test samples with complex features are produced to check the reference dimensional deviation of the SLS process. Secondly, the deformation patterns are measured and analyzed as a form of a 2nd order polynomial regression model in the global Cartesian coordinates of the platform. Lastly, the dimensional calibration methods to minimize the process errors are presented by the pre-processing of the original CAD file (stl) with inverse transformation of the features using the 2nd order polynomial regression model. At the end of the paper, we will propose an algorithm that predicts the deformation and calibrates point-based 3D CAD STL files of samples in order to mitigate the dimensional deformation, along with test samples for illustrative purposes.
机译:选择性激光烧结(SLS)工艺以提高产品的工程性能和耐用性而著称,广泛用于汽车零件开发工艺中。但是,3D打印部件的尺寸偏移会阻碍直接使用该技术来增强其开发过程。通常,SLS工艺由于粉末烧结和冷却过程中的热变形(热膨胀和热收缩)而导致弯曲形状(凸形),并伴随着原材料(聚合物粉末)的多相变化。在这项研究中,我们旨在通过调查和分析SLS平台(使用3D Systems的Pro60 SD)中3D打印样本的尺寸变形图案,提出一种系统的尺寸校准过程。首先,生产具有复杂特征的测试样品,以检查SLS工艺的参考尺寸偏差。其次,以平台的笛卡尔坐标中的二阶多项式回归模型的形式对变形模式进行测量和分析。最后,通过对原始CAD文件(stl)进行预处理,并使用二阶多项式回归模型对特征进行逆变换,提出了最小化过程误差的尺寸校准方法。在本文的最后,我们将提出一种算法来预测变形并校准样本的基于点的3D CAD STL文件,以减轻尺寸变形,并提供用于示例目的的测试样本。

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