利用数字图像处理技术构建 S-RM 三维微观结构的新数值方法

IF 2.3 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Granular Matter Pub Date : 2024-01-26 DOI:10.1007/s10035-023-01393-0
Yiliang Tu, Hang Long, Zhong Fang, Hejun Chai, Xinrong Liu, Lizhou Zhang, Wenlong Yang
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引用次数: 0

摘要

土岩混合物(S-RM)广泛分布于一些堆积边坡中,在岩土工程领域常用作回填材料。S-RM 的力学性能对确保岩土工程的稳定性起着举足轻重的作用。离散元法(DEM)可以构建 S-RM 的微观结构模型,是研究其力学性能的有效工具。目前,构建 S-RM 三维(3D)微观结构模型最现实、最精确的方法是使用计算机断层扫描(CT)设备或三维激光扫描设备的数字图像处理(DIP)技术。然而,这些设备都非常昂贵。本研究旨在开发一种经济、精确的 DEM,利用 DIP 技术和传统的数码相机构建 S-RM 的三维微观结构。首先,使用数码相机在真实岩块上以不同角度围绕四个圆圈拍摄三组二维图像。然后应用 DIP 技术处理二维图像,并构建细化的三维岩块网格模型。随后,将网格模型的几何参数与相应真实岩块的几何参数进行比较,以验证该方法的准确性和适用性。然后建立了大规模直接剪切试验中 S-RM 的微观结构模型,并在 DEM 模拟中进行了验证。最后,根据剪切带的演变、岩块的旋转和接触力链的变化分析了S-RM的力学性能。
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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A new numerical method for constructing the three-dimensional microstructure of S-RM using digital image processing technology

Soil-rock mixture (S-RM) is widely distributed in some accumulation slopes and commonly used as a backfill material in the field of geotechnical engineering. The mechanical properties of S-RM play a pivotal role in ensuring the stability of geotechnical engineering projects. The discrete element method (DEM), which can construct S-RM’s microstructure model, is an effective tool for studying its mechanical properties. Currently, the most realistic and precise approach for constructing a three-dimensional (3D) microstructure model of S-RM is digital image processing (DIP) technology using computed tomography (CT) scanning device or 3D laser scanning device. However, these devices are very expensive. This study aims to develop an economical and accurate DEM for constructing the 3D microstructure of S-RM using DIP technology with a conventional digital camera. Firstly, a digital camera was used to capture three sets of 2D images on real rock blocks around four circles at different angles. DIP technology was then applied to process the 2D images and construct the refined 3D rock block grid models. Subsequently, the geometric parameters of the grid models were compared with those of the corresponding real rock blocks to validate the accuracy and applicability of this method. The microstructure model of S-RM in the large-scale direct shear test was then established and verified for DEM simulations. Finally, the mechanical properties of S-RM were analyzed based on the evolution of the shear band, the rotation of rock blocks, and the change of contact force chain.

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来源期刊
Granular Matter
Granular Matter Materials Science-General Materials Science
CiteScore
4.60
自引率
8.30%
发文量
95
审稿时长
6 months
期刊介绍: Although many phenomena observed in granular materials are still not yet fully understood, important contributions have been made to further our understanding using modern tools from statistical mechanics, micro-mechanics, and computational science. These modern tools apply to disordered systems, phase transitions, instabilities or intermittent behavior and the performance of discrete particle simulations. >> Until now, however, many of these results were only to be found scattered throughout the literature. Physicists are often unaware of the theories and results published by engineers or other fields - and vice versa. The journal Granular Matter thus serves as an interdisciplinary platform of communication among researchers of various disciplines who are involved in the basic research on granular media. It helps to establish a common language and gather articles under one single roof that up to now have been spread over many journals in a variety of fields. Notwithstanding, highly applied or technical work is beyond the scope of this journal.
期刊最新文献
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