Implementation and Validation of a Numerical Method for Concentrated Suspensions in Large Flows Based on the Particle Diffusion Equation

Raoul Andriulli, Luca Fadigati, Mattia Magnani, Nabil Souhair, Fabrizio Ponti
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Abstract

This work presents the development of an OpenFOAM solver aimed at correctly predicting dynamics of concentrated suspensions when subjected to non-uniform shear flows. The newly implemented solver is able to predict the behavior of a heterogeneous mixture whose characteristics depend on the solid particle local concentration. To simulate such behavior, the conservation equation expressing the time variation of the particle volume fraction has been implemented in OpenFOAM; this was achieved by modifying a pre-existing solver, pimpleFoam, which discretizes the Navier–Stokes system of equation through the PIMPLE algorithm. As a first step, the formulation of the momentum equation has been adapted to correctly solve cases with non-Newtonian fluids. Successively, the Krieger’s correlation has been used to model the viscosity variation in the domain to take in account heterogeneous particle distributions. Finally, the iterative cycle for the solution of the migration equation has been included within the time loop. The above-mentioned code has been successfully validated by comparing the numerical results with the measured data provided by experiments reported in literature.

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基于粒子扩散方程的大流量集中悬浮物数值方法的实施与验证
本研究开发了一种 OpenFOAM 求解器,旨在正确预测非均匀剪切流作用下浓缩悬浮液的动力学特性。新实施的求解器能够预测其特性取决于固体颗粒局部浓度的异质混合物的行为。为了模拟这种行为,在 OpenFOAM 中实现了表示颗粒体积分数时间变化的守恒方程;这是通过修改先前存在的求解器 pimpleFoam 实现的,该求解器通过 PIMPLE 算法对 Navier-Stokes 方程系统进行离散化。首先,对动量方程的表述进行了调整,以正确求解非牛顿流体的情况。接着,使用克里格相关性来模拟域中的粘度变化,以考虑异质颗粒分布。最后,在时间循环中加入了用于求解迁移方程的迭代循环。通过将数值结果与文献报道的实验所提供的测量数据进行比较,上述代码得到了成功验证。
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