煤样CT扫描三维重建方法的比较分析与改进

IF 1.9 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS
Xiangchun Li, Haonan Song, Yaoyu Shi, Xiaowei Li, Shuhao Zhang, Zichang Wang, Xuefei Zhuo, Baisheng Nie
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引用次数: 0

摘要

为了评估常用的煤样三维重建技术的准确性,为研究煤的内部微观结构以及力学和渗流特性提供基础,本研究以玉吴矿和岳城矿的煤样为研究对象。采用x射线CT扫描获取煤样CT切片,利用Avizo、Mimics和Matlab进行三维重建。通过对比分析各种重建方法在图像处理质量和重建保真度方面的优缺点,确定最有效的重建方法。利用层插值技术对所选方法进行了进一步细化,并通过压汞实验数据验证了该方法的有效性。结果表明,Avizo三维重建模型精度最高,能较好地反映煤的实际结构。进一步改进表明,适当的插值可以使重建的煤样数据更接近压汞数据,从而提高煤样三维重建的精度。本文提出的改进的三维重建方法为后续的煤微观结构分析提供了更可靠的数据支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Comparative Analysis and Improvement of CT Scanning 3D Reconstruction Methods for Coal Samples

Comparative Analysis and Improvement of CT Scanning 3D Reconstruction Methods for Coal Samples

To assess the accuracy of commonly used 3D reconstruction techniques for coal samples and provide a foundation for examining the coal’s internal microstructure, as well as its mechanical and seepage properties, this study focuses on samples from the Yuwu and Yuecheng Mines. X-ray CT scanning was employed to acquire CT slices of the coal samples, which were then subjected to 3D reconstruction using Avizo, Mimics, and Matlab. By comparing and analyzing the strengths and limitations of each reconstruction method in terms of image processing quality and reconstruction fidelity, the most effective method was identified. This selected method was further refined using layer interpolation techniques, and its validity was confirmed with mercury intrusion experimental data. The results indicate that the 3D reconstructions achieved with Avizo are the most accurate and closely reflect the actual coal structure. The further improvement revealed that appropriate interpolation could bring the reconstructed coal sample data closer to the mercury intrusion data, thereby enhancing the accuracy of the coal sample’s 3D reconstruction. The improved 3D reconstruction method presented in this study provides more reliable data support for subsequent analyses of the coal’s microstructure.

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来源期刊
pure and applied geophysics
pure and applied geophysics 地学-地球化学与地球物理
CiteScore
4.20
自引率
5.00%
发文量
240
审稿时长
9.8 months
期刊介绍: pure and applied geophysics (pageoph), a continuation of the journal "Geofisica pura e applicata", publishes original scientific contributions in the fields of solid Earth, atmospheric and oceanic sciences. Regular and special issues feature thought-provoking reports on active areas of current research and state-of-the-art surveys. Long running journal, founded in 1939 as Geofisica pura e applicata Publishes peer-reviewed original scientific contributions and state-of-the-art surveys in solid earth and atmospheric sciences Features thought-provoking reports on active areas of current research and is a major source for publications on tsunami research Coverage extends to research topics in oceanic sciences See Instructions for Authors on the right hand side.
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