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分形模型和格子玻尔兹曼方法用于粗糙裂缝中非达西流动的表征。

Fractal model and Lattice Boltzmann Method for Characterization of Non-Darcy Flow in Rough Fractures.

机构信息

State Key Laboratory of Coal Resources &Safe Mining, China University of Mining &Technology, Beijing 100083, China.

State Key Laboratory for Geomechanics &Deep Underground Engineering, China University of Mining &Technology, Xuzhou 221116, China.

出版信息

Sci Rep. 2017 Feb 1;7:41380. doi: 10.1038/srep41380.

Abstract

The irregular morphology of single rock fracture significantly influences subsurface fluid flow and gives rise to a complex and unsteady flow state that typically cannot be appropriately described using simple laws. Yet the fluid flow in rough fractures of underground rock is poorly understood. Here we present a numerical method and experimental measurements to probe the effect of fracture roughness on the properties of fluid flow in fractured rock. We develop a series of fracture models with various degrees of roughness characterized by fractal dimensions that are based on the Weierstrass-Mandelbrot fractal function. The Lattice Boltzmann Method (LBM), a discrete numerical algorithm, is employed for characterizing the complex unsteady non-Darcy flow through the single rough fractures and validated by experimental observations under the same conditions. Comparison indicates that the LBM effectively characterizes the unsteady non-Darcy flow in single rough fractures. Our LBM model predicts experimental measurements of unsteady fluid flow through single rough fractures with great satisfactory, but significant deviation is obtained from the conventional cubic law, showing the superiority of LBM models of single rough fractures.

摘要

单岩石裂缝的不规则形态会显著影响地下流体的流动,并导致复杂且不稳定的流动状态,而这些通常无法用简单的定律来准确描述。然而,人们对地下岩石粗糙裂缝中的流体流动知之甚少。在这里,我们提出了一种数值方法和实验测量来探究裂缝粗糙度对破裂岩石中流体流动特性的影响。我们基于 Weierstrass-Mandelbrot 分形函数,开发了一系列具有不同分形维数特征的粗糙度的裂缝模型。格子玻尔兹曼方法(Lattice Boltzmann Method,LBM)是一种离散数值算法,用于描述单粗糙裂缝中复杂的非达西不稳定流动,并通过相同条件下的实验观察进行验证。对比表明,LBM 能够有效地描述单粗糙裂缝中的非达西不稳定流动。我们的 LBM 模型预测了单粗糙裂缝中不稳定的流体流动实验测量,结果非常令人满意,但与传统的立方定律相比存在显著偏差,表明单粗糙裂缝的 LBM 模型具有优越性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b89/5286419/4c8ad87e920b/srep41380-f1.jpg

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