Using a smartphone device to quantify particle size and shape descriptors

IF 5.7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL
Daniella Escribano Leiva, Carlos Kuncar Medina, Gonzalo Montalva
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引用次数: 0

Abstract

This paper describes a procedure to obtain particle size and shape descriptors through a 2D image processing algorithm using a smartphone device. This open-source tool is automatic and only requires a simple initial calibration of the camera lens, which is described herein. The output of the tool consists of a spreadsheet with particle size and shape descriptors for each grain, as well as their average values for the entire sample. Optical ready-to-use tools such as this one would benefit the geotechnical community due to the strong link between particle morphology and its mechanical properties. As an application, the script was used to obtain particle shape descriptors of a sand with known critical state parameters in order to evaluate them through particle shape predictive models. The results indicate that a minimum of 30 particles per image is enough to obtain a good match with the experimental data. These results highlight the advantages of the tool as a first estimate and as a complement to a full experimental program.

使用智能手机设备量化颗粒大小和形状描述符
本文描述了一种利用智能手机设备通过二维图像处理算法获得粒径和形状描述符的程序。这个开源工具是自动的,只需要对相机镜头进行简单的初始校准,如下所述。该工具的输出包括一个电子表格,其中包含每个颗粒的粒度和形状描述符,以及整个样本的平均值。由于颗粒形态与其力学特性之间的紧密联系,像这样的光学现成工具将使岩土工程界受益。作为应用,利用该脚本获取已知临界状态参数的砂土的颗粒形状描述符,并通过颗粒形状预测模型对其进行评价。结果表明,每幅图像至少30个粒子就足以获得与实验数据较好的匹配。这些结果突出了该工具作为第一次估计和作为完整实验程序的补充的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Geotechnica
Acta Geotechnica ENGINEERING, GEOLOGICAL-
CiteScore
9.90
自引率
17.50%
发文量
297
审稿时长
4 months
期刊介绍: Acta Geotechnica is an international journal devoted to the publication and dissemination of basic and applied research in geoengineering – an interdisciplinary field dealing with geomaterials such as soils and rocks. Coverage emphasizes the interplay between geomechanical models and their engineering applications. The journal presents original research papers on fundamental concepts in geomechanics and their novel applications in geoengineering based on experimental, analytical and/or numerical approaches. The main purpose of the journal is to foster understanding of the fundamental mechanisms behind the phenomena and processes in geomaterials, from kilometer-scale problems as they occur in geoscience, and down to the nano-scale, with their potential impact on geoengineering. The journal strives to report and archive progress in the field in a timely manner, presenting research papers, review articles, short notes and letters to the editors.
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