An automated simple algorithm for realistic pore network extraction from micro-tomography images

被引:271
作者
Rabbani, Arash [1 ]
Jamshidi, Saeid [2 ]
Salehi, Saeed [3 ]
机构
[1] Petr Univ Technol, Tehran, Iran
[2] Shanf Univ Technol, Chem & Petr Engn Dept, Tehran, Iran
[3] Univ Louisiana Lafayette, Coll Engn, Lafayette, LA USA
关键词
micro-tomography images; city-block distance function; watershed segmentation algorithm; pore network extraction; POROUS-MEDIA; SEGMENTATION; SANDSTONE; DISTANCE; SYSTEMS;
D O I
10.1016/j.petrol.2014.08.020
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Using 3-D scanned data to analyze and extract pore network plays a vital role in investigation of porous media's characteristics. In this paper, a new simple method is developed to detect pores and throats for analyzing the connectivity and permeability of the network. This automated method utilizes some of the common and well-known image processing functions which are widely accessible by researchers and this has led to an easy algorithm implementation. In this method, after polishing and quality control of images, using city-block distance function and watershed segmentation algorithm, pores and throats are detected and 3-D network is produced. This method can also be applied on 2-D images to extract some characteristics of the porous media such as pore and throat size distribution. The results of network extraction were verified by comparing the distribution of coordination number with a prevalent method in the literature. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:164 / 171
页数:8
相关论文
共 24 条
[1]   Network extraction from sandstone and carbonate pore space images [J].
Al-Kharusi, Anwar S. ;
Blunt, Martin J. .
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2007, 56 (04) :219-231
[2]   Extraction of physically realistic pore network properties from three-dimensional synchrotron X-ray microtomography images of unconsolidated porous media systems [J].
Al-Raoush, RI ;
Willson, CS .
JOURNAL OF HYDROLOGY, 2005, 300 (1-4) :44-64
[3]  
Byholm T., 2006, WSEAS Transactions on Information Science and Applications, V3, P2374
[4]  
Dong H, 2008, INT S SOC COR AN AB
[5]   Pore-network extraction from micro-computerized-tomography images [J].
Dong, Hu ;
Blunt, Martin J. .
PHYSICAL REVIEW E, 2009, 80 (03)
[6]  
Dougherty E.R., 2003, HANDS ON MORPHOLOGIC
[7]  
Homberg U., 2012, ICSE6 PAR
[8]   3D distance fields: A survey of techniques and applications [J].
Jones, MW ;
Baerentzen, JA ;
Sramek, M .
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2006, 12 (04) :581-599
[9]   Permeability and electrical conductivity of porous media from 3D stochastic replicas of the microstructure [J].
Liang, Z ;
Ioannidis, MA ;
Chatzis, I .
CHEMICAL ENGINEERING SCIENCE, 2000, 55 (22) :5247-5262
[10]   Medial axis analysis of void structure in three-dimensional tomographic images of porous media [J].
Lindquist, WB ;
Lee, SM ;
Coker, DA ;
Jones, KW ;
Spanne, P .
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 1996, 101 (B4) :8297-8310