强激光与粒子束, 2015, 27 (5): 059003, 网络出版: 2015-05-20  

基于显微CT图像的岩芯孔隙分形特征

Fractal characteristics of core pore based on micro-CT images
作者单位
1 电子科技大学 航空航天学院, 成都 611731
2 成都理工大学 管理科学学院, 成都 610059
3 中国工程物理研究院 应用电子学研究所, 四川 绵阳 621900
4 电子科技大学 数学科学学院, 成都 611731
摘要
采用国内自主开发的高分辨率显微CT设备, 对岩芯样本进行图像采集, 运用数字图像分析方法获得图像中的岩芯孔隙目标, 并以此为基础重建三维模型。然后基于分形理论, 分别从二维图像和重建的三维模型角度计算孔隙的分形维数。最后, 再采用基于多孔介质的分形模型对岩芯孔隙分形特征进行验证, 得出岩芯的二维分形维数和三维分形维数之间的差值均值为1.000 3, 最大偏差为0.004, 很好地满足多孔介质分形模型中关于二维和三维分形维数的关系。
Abstract
The micro-CT has been an increasingly important tool in researching core pore structure. In this study, a domestically self-developed high-resolution micro-CT equipment is used to capture the CT images of a core sample. Based on the results from digital image analysis of pore core CT images, this paper reconstructs a three-dimensional model of core pore. Then fractal dimension of two-dimension image and three-dimension reconstructed model are calculated based on fractal theory. Finally, the fractal characteristics between the two-dimension image and the three-dimension reconstructed model of the sample are verified by fractal model of porous media. Wherein, the mean difference between the two-dimensional fractal dimension and the three-dimensional fractal dimension is 1.000 3, and the maximum deviation is 0.004. The results well satisfy the relations between the two-dimension and the three-dimension fractal dimension of the fractal model of porous media.

方黎勇, 段建华, 陈浩, 陈鹏, 孟伟荣, 谌恬. 基于显微CT图像的岩芯孔隙分形特征[J]. 强激光与粒子束, 2015, 27(5): 059003. Fang Liyong, Duan Jianhua, Chen Hao, Chen Peng, Meng Weirong, Chen Tian. Fractal characteristics of core pore based on micro-CT images[J]. High Power Laser and Particle Beams, 2015, 27(5): 059003.

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