Bowers Christopher A, Miller Cass T
Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, North Carolina 27599, USA.
Phys Rev Fluids. 2021 Dec;6(12). doi: 10.1103/physrevfluids.6.123302. Epub 2021 Dec 6.
Single-fluid-phase porous medium systems are typically modeled at an averaged length scale termed the macroscale, and Darcy's law is typically relied upon as an approximation of the momentum equation under Stokes flow conditions. Standard approaches for modeling macroscale single-fluid-phase flow of generalized Newtonian fluids (GNFs) extend the standard Newtonian model based upon Darcy's law using an effective viscosity and assuming that the intrinsic permeability is invariant with respect to fluid properties. This approach results in a need to perform an experiment for a non-Newtonian fluid, the introduction of effective parameters that are not tied to known microscale physics, and uncertainty regarding the dependencies of the fitted empirical parameter on system properties. We use the thermodynamically constrained averaging theory (TCAT) to examine the formulation and closure of a macroscale model for GNF flow that is consistent with microscale conservation principles and the second law of thermodynamics. A direct connection between microscale and macroscale quantities is used to formulate an expression for interphase momentum transfer for GNF flow in porous medium systems. Darcy's law is shown to approximate momentum transfer from the fluid phase to the solid phase. Momentum transfer is found to depend on the viscosity at the solid surface, which is only invariant for Newtonian flow. TCAT is used to derive a macroscale equation for the hydraulic resistance based on accessible fluid and solid properties. This hydraulic resistance may be used in the same way that hydraulic conductivity is typically used to model flow at the macroscale, and it includes parameters that can be calculated , without the need to carry out microscale simulations, or experiments, for any GNF. The TCAT approach is validated for four model isotropic and anisotropic media and five Cross-model fluids. The traditional shift factor and effective viscosity are related to the newly derived TCAT model, shedding new light on this common empirical approach. The results from this work form a basis for the modeling of GNF flow in porous medium systems under Stokes flow, which is predictive given the rheological properties of the GNF and the resistance observed for Newtonian flow.
单一流体相多孔介质系统通常在一个称为宏观尺度的平均长度尺度上进行建模,并且在斯托克斯流条件下,通常依靠达西定律作为动量方程的近似。对广义牛顿流体(GNFs)宏观尺度单一流体相流动进行建模的标准方法是,基于达西定律,使用有效粘度并假设固有渗透率与流体性质无关,从而扩展标准牛顿模型。这种方法导致需要对非牛顿流体进行实验,引入与已知微观物理无关的有效参数,以及拟合经验参数对系统性质的依赖性存在不确定性。我们使用热力学约束平均理论(TCAT)来研究与微观守恒原理和热力学第二定律相一致的GNF流动宏观尺度模型的公式化和封闭性。微观尺度和宏观尺度量之间的直接联系被用于为多孔介质系统中GNF流动的相间动量传递制定一个表达式。结果表明,达西定律近似于从流体相到固相的动量传递。发现动量传递取决于固体表面的粘度,而这仅在牛顿流中是不变的。TCAT被用于基于可获取的流体和固体性质推导一个关于水力阻力的宏观尺度方程。这种水力阻力可以以与通常用于宏观尺度流动建模的水力传导率相同的方式使用,并且它包括可以计算的参数,而无需对任何GNF进行微观尺度模拟或实验。TCAT方法在四种各向同性和各向异性模型介质以及五种Cross模型流体上得到了验证。传统的位移因子和有效粘度与新推导的TCAT模型相关,为这种常见的经验方法提供了新的见解。这项工作的结果为斯托克斯流下多孔介质系统中GNF流动的建模奠定了基础,鉴于GNF的流变性质和牛顿流中观察到的阻力,该模型具有预测性。