Fracture characterization and permeability prediction by pore scale variables extracted from X-ray CT images of porous geomaterials

被引:27
作者
Zhao Zhi [1 ]
Zhou Xiao-Ping [1 ]
Qian Qi-Hu [2 ]
机构
[1] Chongqing Univ, Sch Civil Engn, Chongqing 400045, Peoples R China
[2] PLA Univ Sci & Technol, State Key Lab Disaster Prevent & Mitigat Explos &, Nanjing 210014, Peoples R China
基金
中国国家自然科学基金;
关键词
sandstones; X-ray CT images; pore scale variables; permeability prediction; cracks characterization; ARTIFICIAL NEURAL-NETWORK; RELATIVE-PERMEABILITY; SANDSTONE; POROSITY; MODEL; SIMULATION; MEDIA; FLOW; ARCHITECTURE; PRESSURE;
D O I
10.1007/s11431-019-1449-4
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Pore scale variables (e.g., porosity, grain size) are important indexes to predict the hydraulic properties of porous geomaterials. X-ray images from ten types of intact sandstones and another type of sandstone samples subjected to triaxial compression are used to investigate the permeability and fracture characteristics. A novel double threshold segmentation algorithm is proposed to segment cracks, pores and grains, and pore scale variables are defined and extracted from these X-ray CT images to study the geometric characteristics of microstructures of porous geomaterials. Moreover, novel relations among these pore scale variables for permeability prediction are established, and the evolution process of cracks is investigated. The results indicate that the pore-scale permeability is prominently improved by cracks. In addition, excellent agreements are found between the measured and the estimated pore scale variables and permeability. The established correlations can be employed to effectively identify the hydraulic properties of porous geomaterials.
引用
收藏
页码:755 / 767
页数:13
相关论文
共 53 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]   Pore-scale Imaging and Characterization of Hydrocarbon Reservoir Rock Wettability at Subsurface Conditions Using X-ray Microtomography [J].
Alhammadi, Amer M. ;
AlRatrout, Ahmed ;
Bijeljic, Branko ;
Blunt, Martin J. .
JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2018, (140)
[3]   Estimation of relative permeability and capillary pressure from mass imbibition experiments [J].
Alyafei, Nayef ;
Blunt, Martin J. .
ADVANCES IN WATER RESOURCES, 2018, 115 :88-94
[4]   Hillslope permeability architecture controls on subsurface transit time distribution and flow paths [J].
Ameli, A. A. ;
Amvrosiadi, N. ;
Grabs, T. ;
Laudon, H. ;
Creed, I. F. ;
McDonnell, J. J. ;
Bishop, K. .
JOURNAL OF HYDROLOGY, 2016, 543 :17-30
[5]  
[Anonymous], 2013, P 13 INT C FRACT BEI
[6]   POROSITY AND PERMEABILITY VARIATIONS IN A TIGHT GAS SANDSTONE RESERVOIR ANALOGUE, WESTPHALIAN D, LOWER SAXONY BASIN, NW GERMANY: INFLUENCE OF DEPOSITIONAL SETTING AND DIAGENESIS [J].
Becker, I. ;
Wuestefeld, P. ;
Koehrer, B. ;
Felder, M. ;
Hilgers, C. .
JOURNAL OF PETROLEUM GEOLOGY, 2017, 40 (04) :363-389
[7]   A theoretical study on the permeability of tight media; effects of slippage and condensation [J].
Behrang, Arash ;
Mohammadmoradi, Peyman ;
Taheri, Saeed ;
Kantzas, Apostolos .
FUEL, 2016, 181 :610-617
[8]  
Carman PC., 1937, T I CHEM ENG-LOND, V50, P150, DOI DOI 10.1016/S0263-8762(97)80003-2
[9]   Integrated measurements of permeability, effective porosity, and specific storage of core samples using water as the pore fluid [J].
Chen, Jianye ;
Yang, Xiaosong ;
Duan, Qingbao ;
Peach, Colin .
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2015, 79 :55-62
[10]   Pore-network extraction from micro-computerized-tomography images [J].
Dong, Hu ;
Blunt, Martin J. .
PHYSICAL REVIEW E, 2009, 80 (03)