Computational Earth Science Group (EES-16), Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA.
Center for Nonlinear Studies, Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA.
Phys Rev E. 2019 Jan;99(1-1):013110. doi: 10.1103/PhysRevE.99.013110.
We characterize the influence of different intersection mixing rules for particle tracking simulations on transport properties through three-dimensional discrete fracture networks. It is too computationally burdensome to explicitly resolve all fluid dynamics within a large three-dimensional fracture network. In discrete fracture network (DFN) models, mass transport at fracture intersections is modeled as a subgrid scale process based on a local Péclet number. The two most common mass transfer mixing rules are (1) complete mixing, where diffusion dominates mass transfer, and (2) streamline routing, where mass follows pathlines through an intersection. Although it is accepted that mixing rules impact local mass transfer through single intersections, the effect of the mixing rule on transport at the fracture network scale is still unresolved. Through the use of explicit particle tracking simulations, we study transport through a quasi-two-dimensional lattice network and a three-dimensional network whose fracture radii follow a truncated power-law distribution. We find that the impact of the mixing rule is a function of the initial particle injection condition, the heterogeneity of the velocity field, and the geometry of the network. Furthermore, our particle tracking simulations show that the mixing rule can particularly impact concentrations on secondary flow pathways. We relate these local differences in concentration to reactive transport and show that streamline routing increases the average mixing rate in DFN simulations.
我们描述了不同的交叉混合规则对通过三维离散裂隙网络的输运性质的影响。在大型三维裂隙网络中显式地解析所有流体动力学是非常计算密集的。在离散裂隙网络 (DFN) 模型中,裂隙交叉处的质量传输被建模为基于局部 Peclet 数的亚网格尺度过程。两种最常见的质量传递混合规则是 (1) 完全混合,其中扩散主导质量传递,和 (2) 流线路由,其中质量沿着路径线通过交叉点。尽管人们普遍认为混合规则会影响单个交叉点处的局部质量传递,但混合规则对裂隙网络尺度输运的影响仍未得到解决。通过使用显式粒子跟踪模拟,我们研究了通过准二维晶格网络和其裂隙半径遵循截断幂律分布的三维网络的传输。我们发现,混合规则的影响是初始粒子注入条件、速度场非均质性和网络几何形状的函数。此外,我们的粒子跟踪模拟表明,混合规则特别会影响二次流路径上的浓度。我们将这些局部浓度差异与反应性输运联系起来,并表明流线路由会增加 DFN 模拟中的平均混合速率。