论文标题
LBPM软件包,用于模拟多孔岩石数字图像上的多相流
The LBPM software package for simulating multiphase flow on digital images of porous rocks
论文作者
论文摘要
数字岩石图像上两流体流的直接孔尺度模拟为了解表面润湿现象在地质储层中流量和运输中的作用提供了有希望的工具。我们提出了模仿常规特殊核心分析实验室(SCAL)实验的计算协议,这些实验是在开源LBPM软件包中实现的。描述了方案以模拟不稳定的位移,固定饱和度下的稳态流以及模拟离心机实验。这些方法可用于推断相对渗透性和毛细血管曲线,否则可以根据第一原理理解两流体流动行为。使用形态学工具来评估图像分辨率,建立初始条件,并根据流体的分布实例化表面润湿图。描述了内部分析工具,该工具测量了两流体流的基本方面,包括流体连接性和表面度量,用于跟踪流动行为在模拟过程中发生的瞬时方面。通过将这些组件与两流体晶格Boltzmann模型相结合来定义可以通过使用形态学工具来逐步发展孔隙尺度流体分布来加速计算的混合方法来开发计算高效的工作流程。我们表明,由于基于Benntheimer砂岩的流动模拟,可以应用所述的方法来恢复预期趋势。
Direct pore scale simulations of two-fluid flow on digital rock images provide a promising tool to understand the role of surface wetting phenomena on flow and transport in geologic reservoirs. We present computational protocols that mimic conventional special core analysis laboratory (SCAL) experiments, which are implemented within the open source LBPM software package. Protocols are described to simulate unsteady displacement, steady-state flow at fixed saturation, and to mimic centrifuge experiments. These methods can be used to infer relative permeability and capillary curves, and otherwise understand two-fluid flow behavior based on first principles. Morphological tools are applied to assess image resolution, establish initial conditions, and instantiate surface wetting maps based on the distribution of fluids. Internal analysis tools are described that measure essential aspects of two-fluid flow, including fluid connectivity and surface measures, which are used to track transient aspects of the flow behavior as they occur during simulation. Computationally efficient workflows are developed by combining these components with a two-fluid lattice Boltzmann model to define hybrid methods that can accelerate computations by using morphological tools to incrementally evolve the pore-scale fluid distribution. We show that the described methods can be applied to recover expected trends due to the surface wetting properties based on flow simulation in Benntheimer sandstone.