Process-based reconstruction of digital rock based on discrete element method considering thermal-mechanical coupling effect and actual particle shape

被引:2
|
作者
Wang, Chunqi [1 ,2 ]
Huang, Zhaoqin [1 ,2 ]
Yao, Jun [1 ,2 ]
Wang, Xiaoyu [3 ]
Yang, Yongfei [1 ,2 ]
Liu, Fugui [1 ,2 ]
Jing, Wenlong [1 ,2 ]
机构
[1] China Univ Petr East China, State Key Lab Deep Oil & Gas, Qingdao 266580, Peoples R China
[2] China Univ Petr East China, Res Ctr Multiphase Flow Porous Media, Sch Petr Engn, Qingdao 266580, Peoples R China
[3] Sinopec, Petr Explorat & Prod Res Inst, Beijing 100083, Peoples R China
来源
关键词
Process-based reconstruction; Digital rock; Discrete element method; Thermal-mechanical coupling; Pore-scale modeling; SUPERQUADRIC PARTICLES; BENTHEIM SANDSTONE; HIGH-TEMPERATURE; PORE STRUCTURE; BEHAVIOR; IMAGES; MODEL; DEM;
D O I
10.1016/j.geoen.2024.213326
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
The digital rock is a crucial platform for numerical simulations of pore-scale flow in various fields such as geoenergy, carbon (CO2) sequestration, and hydrogen (H-2) storage. Under these conditions, rocks deform, and pore structures change due to temperature and stress effects. However, existing methods for reconstructing digital rocks, such as physical experimental, stochastic simulation, and machine learning, can not consider the influence of high temperature and stress. Therefore, a process-based reconstruction method based on the discrete element method (DEM) considering the thermal-mechanical coupling effect is proposed in this paper. Initially, the computed tomography (CT) images are segmented based on the watershed algorithm, and a contour database is established using the spherical harmonic analysis method. A clump template library is then constructed in PFC3D (Particle Flow Code in 3 Dimensions). Subsequently, the DEM model is established using clumps from the template library according to porosity and particle radius distribution, and the model's accuracy is evaluated based on two-point and linear path correlation functions. Micro-mechanical and thermal parameters between particles are calibrated, and different temperature and stress boundary conditions are applied to obtain digital rocks under varying conditions. Finally, digital rocks' geometric and topological structures under different conditions are analyzed, and permeability and relative permeability are calculated. Using Bentheim sandstone as an example, digital rocks are constructed under various temperature and stress conditions. The research findings indicate that high temperatures and stress result in decreased pore and throat radii, elongated throats, deteriorated connectivity, reduced porosity, and permeability, making the digital rocks more water-wet. This study provides theoretical guidance for the accurate pore-scale flow simulation of geo-energy fluids, CO2, and H-2.
引用
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页数:27
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