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Applying 2D shape analysis techniques to granular materials with 3D particle geometries

机译:将2D形状分析技术应用于具有3D粒子几何形状的颗粒材料

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摘要

It is well established that particle geometry is a key parameter influencing the response of a granular material as well as its packing density. There are many challenges associated with obtaining data for full 3D quantification of the geometry (shape) of large numbers of particles. Consequently we typically assess particle shape by considering two dimensional images of the particles. This paper proposes a technique for developing a three dimensional description of particle geometry by combining sets of two dimensional images with multiple orientations. The paper establishes a relationship between the two‐dimensional measure of particle geometry circularity (as defined by ISO standard 9276‐6∕2006) and the three‐dimensional measure sphericity as defined by Wadell. An analytical comparison between these measures is achieved by considering a set of scalene ellipsoids (with three differing principal diameters). Each ellipsoid was systematically rotated to obtain a set of 2D projections and the circularity of each projection was quantified. The results indicate that there is a close relationship between the mean circularity and Wadell’s sphericity. The results of this analysis have implications for modern image analysis based technologies that can automatically assess the shape of large numbers of particles. Data for real coarse sand size particles obtained using the QicPic apparatus (Sympatec) are reviewed in light of the findings of the analytical parametric analysis.
机译:公认的是,颗粒几何形状是影响粒状材料的响应及其堆积密度的关键参数。与获取大量颗粒的几何形状(形状)的完整3D量化数据相关的挑战很多。因此,我们通常通过考虑颗粒的二维图像来评估颗粒形状。本文提出了一种通过组合具有多个方向的二维图像集来开发粒子几何形状的三维描述的技术。本文建立了颗粒几何圆度的二维度量(由ISO标准9276-6 ∕ 2006定义)与Wadell定义的三维度量球度之间的关系。通过考虑一组斜角椭球体(具有三个不同的主直径)可以实现这些方法之间的分析比较。系统旋转每个椭球以获得一组2D投影,并对每个投影的圆度进行量化。结果表明,平均圆度和Wadell的球形度之间存在密切关系。该分析的结果对基于现代图像分析的技术具有影响,该技术可以自动评估大量颗粒的形状。根据分析参数分析的结果,对使用QicPic仪器(Sympatec)获得的真实粗砂粒度颗粒的数据进行了审查。

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