3D numerical reconstruction of well-connected porous structure of rock using fractal algorithms

被引:140
作者
Ju, Yang [1 ,2 ]
Zheng, Jiangtao [1 ]
Epstein, Marcelo [3 ]
Sudak, Les [3 ]
Wang, Jinbo [1 ]
Zhao, Xi [1 ]
机构
[1] China Univ Min & Technol Beijing, State Key Lab Coal Resources & Safe Min, Beijing 100083, Peoples R China
[2] China Univ Min & Technol, State Key Lab Geomech & Deep Underground Engn, Xuzhou 221116, Peoples R China
[3] Univ Calgary, Dept Mech & Mfg Engn, Calgary, AB T2N 1N4, Canada
基金
中国国家自然科学基金;
关键词
Three-dimensional reconstruction; Porous structure; Sandstone; Fractal system control function; Simulated annealing; Mechanical properties; SANDSTONE PORES; MEDIA; GEOMETRY; MICROTOMOGRAPHY; ATTENUATION; PROPAGATION; TRANSPORT; STRAIN; MODEL;
D O I
10.1016/j.cma.2014.06.035
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Natural rock, such as sandstone, has a large number of discontinuous, multi-scale, geometry-irregular pores, forming a complex porous structure. This porous structure essentially determines the rock's physical and/or mechanical properties, which are of great significance to a variety of applications in the fields of science and engineering. As a supplement to experimental observation, a reliable reconstruction model of porous structure could provide an effective and economical way to characterize the physical and mechanical properties of a porous rock. In this paper, we present a novel method for reconstructing the well-connected porous structure of sandstones, which are often intractable to handle for current reconstruction methods. A fractal descriptor is here proposed for better characterizing complex pore morphologies. The reconstruction procedure of a 3D well-connected porous structure is optimized by integrating the improved simulated annealing algorithm and the fractal system control function. The proposed reconstruction method enables us to represent a large-size 3D porous structure. To verify the accuracy of reconstruction, we have analyzed the geometrical, topological, and mechanical properties of the reconstructed porous medium and compared them with those of prototype rock samples. The comparisons show good agreement between the reconstructed model and the real porous sandstone. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:212 / 226
页数:15
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