流道内分散多相流的LBM模拟:压力泊松方程的作用

J. Horwitz, S. Vanka, Purushotam Kumar
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引用次数: 3

摘要

近年来,晶格玻尔兹曼方法(Lattice Boltzmann Methods, LBM’s)已成为多相流模拟的一种流行范式。这些方法依赖于离散玻尔兹曼方程来表示单个多相种。LBM的优点之一是它能够明确地解释界面物理和它的本地流/碰撞操作,这使得它非常适合并行化。然而,LBM的一个缺点是在模拟不可压缩多相流时,密度应沿材料特性保持恒定。由于LBM使用状态方程来联系压力和密度,因此不能直接强制不可压缩性。即使在不可压缩的单相LBM计算中也是如此,在这种计算中,需要一个有限的密度降来驱动流体。当应用于低马赫数流时,可压缩Navier-Stokes算法也是如此。为了减轻可压缩性效应,LBM可以在低马赫数条件下使用,这应该使材料密度变化很小。在这项工作中,我们证明了低马赫数假设在多相内部流动中是不充分的。在这种流动中,在没有压力泊松约束来强制不可压缩的情况下,LBM预测了一个可压缩的解决方案,其中必须发展密度梯度来保持质量。施加流入/流出边界条件或平均体力可以确保质量在全局上守恒,从而抑制密度变化。我们研究的主要数值问题是浸入另一种流体中的液滴的变形。虽然LBM通常不使用压力泊松方程进行,但我们在这项工作中纳入了一个泊松方程,并证明了它的包含可以显著降低密度变化,以保持不可压缩流动。
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LBM Simulations of Dispersed Multiphase Flows in a Channel: Role of a Pressure Poisson Equation
In recent years, Lattice Boltzmann Methods (LBM’s) have emerged as a popular class of paradigms for the simulation of multiphase flows. These methods rely on discretized Boltzmann equations to represent the individual multiphase species. Among LBM’s advantages is its ability to explicitly account for interfacial physics and its local streaming/collision operations which make it ideally suited for parallelization. However, one drawback of LBM is in the simulation of incompressible multiphase flow, whereby the density should remain constant along material characteristics. Because LBM uses a state equation to relate pressure and density, incompressibility cannot be enforced directly. This is true even for incompressible single-phase LBM calculations, in which a finite density drop is needed to drive through the flow. This is also the case for compressible Navier-Stokes algorithms when applied to low Mach number flow. To mitigate compressibility effects, LBM can be used in low Mach regimes which should keep material density variation small. In this work, we demonstrate that the assumption of low Mach number is not sufficient in multiphase internal flows. In such flows, in the absence of a Pressure Poisson constraint to enforce incompressibility, LBM predicts a compressible solution whereby a density gradient must develop to conserve mass. Imposition of inflow/outflow boundary conditions or a mean body force can ensure that mass is conserved globally, thereby quelling density variation. The primary numerical problem we study is the deformation of a liquid droplet immersed in another fluid. Though LBM is not typically conducted with a pressure Poisson equation, we incorporate one in this work and demonstrate that its inclusion can significantly lower the density variation in view of maintaining an incompressible flow.
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