将孔隙尺度观测结果与连续尺度模型联系起来:神经节动力学对水流传输动力学的影响

IF 4.6 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES Water Resources Research Pub Date : 2024-06-17 DOI:10.1029/2023wr035624
Rumbidzai A. E. Nhunduru, Amir Jahanbakhsh, Omid Shahrokhi, Krystian L. Wlodarczyk, Susana Garcia, M. Mercedes Maroto-Valer
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引用次数: 0

摘要

用于模拟和预测地下两相流的连续尺度模型通常以平均流动参数为基础,并不考虑孔隙尺度的流体流动现象,例如集束动态和薄膜流动。因此,在地下水工程应用中放大两相流的一个主要挑战是了解断流和节理动态对连续尺度流动函数(如相对渗透率-饱和度和毛细管压力-饱和度曲线)的影响。在本研究中,我们探讨了润湿性和流体速度的变化如何影响神经节动力学。我们使用 OpenFOAM 进行了孔隙尺度的数值模拟,以研究水对癸烷的置换。此外,我们还研究了位移相饱和度(连续尺度流动函数)如何响应动态流体连通性的变化。我们确定了三种不同的流体流动状态,即连通路径流动状态、神经节动力学(GD)流动状态和液滴交通流动状态,并研究了多孔介质润湿性和入侵流体速度的变化对这些不同状态之间过渡的影响。我们的研究表明,流体速度和润湿性的变化会导致孔隙尺度流动状态在连通和断开之间的转换,这对流体置换效率和平均流体流动传输动力学都有重大影响。
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Relating Pore-Scale Observations to Continuum-Scale Models: Impact of Ganglion Dynamics on Flow Transport Kinetics
Continuum-scale models used to model and predict two-phase flow in the subsurface are often based on averaged flow parameters and do not consider pore-scale fluid flow phenomena, for example, ganglion dynamics and thin-film flow. As such, a major challenge in upscaling two-phase flow for groundwater engineering applications is understanding the impact of disconnected flow and ganglion dynamics on continuum-scale flow functions such as relative permeability-saturation and capillary pressure-saturation curves. In this study, we explored how changes in wettability and fluid velocity affect ganglion dynamics. We conducted pore-scale numerical simulations with OpenFOAM to investigate the displacement of decane by water. Additionally, we examined how displaced phase saturation (a continuum-scale flow function) responds to changes in dynamic fluid connectivity. We identified three different fluid flow regimes, that is, the connected pathway flow regime, ganglion dynamics (GD) flow regime, and droplet traffic flow regime, and studied the effects of changes in the wettability of the porous medium and the velocity of the invading fluid on the transitions between these different regimes. Our research showed that transitions between connected and disconnected pore-scale flow regimes, which are induced by changes in fluid velocity and wettability, have a significant impact on both fluid displacement efficiency and average fluid flow transport kinetics.
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来源期刊
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
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