Huang Na, Han Shengqun, Zhang Xuepeng, Wang Gang, Jiang Yujing
College of Civil Engineering and Architecture, Shandong University of Science and Technology, Qingdao, 266590, China.
State Key Laboratory of Mining Disaster Prevention and Control Co-founded by Shandong Province and the Ministry of Science and Technology, Shandong University of Science and Technology, Qingdao, 266590, China.
Sci Rep. 2024 Sep 28;14(1):22452. doi: 10.1038/s41598-024-73011-9.
In this study, the effects of surface roughness and Reynolds number (Re) on fluid flow and solute transport are investigated based on a double rough-walled fracture model that precisely represents the natural geometries of rock fractures. The double rough-walled fracture model is composed of two three-dimensional(3D) self-affine fracture surfaces generated using the improved successive random additions (SRA). Simulation of fluid flow and solute transport through the models were conducted by directly solving the Navier-Stokes equation and advection-diffusion equation (ADE), respectively. The results indicate that as the Re increases from 0.1 to 200, the flow regime changes from linear flow to nonlinear flow accompanied with the tortuous streamlines and significant eddies. Those eddies lead to the temporary stagnant zones that delay the solute migration. The increment of Re enhances the transport heterogeneity with the transport mode changing from the diffusion-dominated to the advection-dominated behavior, which is more significant in the fracture with a larger joint roughness coefficient (JRC). All breakthrough curves (BTCs) of rough-walled fractures exhibited typical non-Fickian transport characteristics with "early arrival" and "long tailing" of BTCs. Increasing the JRC and/or Re will enhances the non-Fickian transport characteristics. The ADE model is able to accurately fit the numerical BTCs and residence time distributions (RTDs) at a low Re, but fails to capture the non-Fickian transport characteristics at a large Re. In contrast, the continuous time random walk (CTRW) model provides a better fit to the numerical simulation results over the whole range of Re. Whereas, the fitting error gradually increases with increasing Re.
在本研究中,基于精确表征岩石裂隙天然几何形状的双粗糙壁面裂隙模型,研究了表面粗糙度和雷诺数(Re)对流体流动和溶质运移的影响。双粗糙壁面裂隙模型由两个使用改进的逐次随机添加(SRA)生成的三维(3D)自仿射裂隙面组成。分别通过直接求解纳维 - 斯托克斯方程和平流扩散方程(ADE),对流体通过模型的流动和溶质运移进行了模拟。结果表明,随着Re从0.1增加到200,流态从线性流转变为非线性流,伴随着曲折的流线和显著的涡流。这些涡流导致了溶质迁移延迟的临时停滞区。Re的增加增强了运移非均质性,运移模式从扩散主导转变为平流主导行为,这在节理粗糙度系数(JRC)较大的裂隙中更为显著。所有粗糙壁面裂隙的突破曲线(BTCs)都表现出典型的非菲克运移特征,即BTCs的“早到”和“长尾”。增加JRC和/或Re会增强非菲克运移特征。ADE模型在低Re时能够准确拟合数值BTCs和停留时间分布(RTDs),但在高Re时无法捕捉非菲克运移特征。相比之下,连续时间随机游走(CTRW)模型在整个Re范围内能更好地拟合数值模拟结果。然而,拟合误差随着Re的增加而逐渐增大。