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Efficient computations for multiphase flow problems using coupled lattice Boltzmann-level set methods

机译:使用耦合格子玻尔兹曼能级集方法对多相流问题进行高效计算

摘要

Multiphase flow simulations benefit a variety of applications in science and engineering as forexample in the dynamics of bubble swarms in heat exchangers and chemical reactors or in theprediction of the effects of droplet or bubble impacts in the design of turbomachinery systems.Despite all the progress in the modern computational fluid dynamics (CFD), such simulations stillpresent formidable challenges both from numerical and computational cost point of view.Emerging as a powerful numerical technique in recent years, the lattice Boltzmann method(LBM) exhibits unique numerical and computational features in specific problems for its abilityto detect small scale transport phenomena, including those of interparticle forces in multiphaseand multicomponent flows, as well as its inherent advantage to deliver favourable computationalefficiencies on parallel processors.In this thesis two classes of LB methods for multiphase flow simulations are developed whichare coupled with the level set (LS) interface capturing technique. Both techniques are demonstratedto provide high resolution realizations of the interface at large density and viscosity differenceswithin relatively low computational demand and regularity restrictions compared to theconventional phase-field LB models. The first model represents a sharp interface one-fluid formulation,where the LB equation is assigned to solve for a single virtual fluid and the interfaceis captured through convection of an initially signed distance level set function governed by thelevel set equation (LSE). The second scheme proposes a diffuse pressure evolution descriptionof the LBE, solving for velocity and dynamic pressure only. In contrast to the common kineticbasedsolutions of the Cahn-Hilliard equations, the density is then solved via a mass conservingLS equation which benefits from a fast monolithic reinitialization.Rigorous comparisons against established numerical solutions of multiphase NS equations forrising bubble problems are carried out in two and three dimensions, which further provide anunprecedented basis to evaluate the effect of different numerical and implementation aspects ofthe schemes on the overall performance and accuracy. The simulations are eventually appliedto other physically interesting multiphase problems, featuring the flexibility and stability of thescheme under high Re numbers and very large deformations.On the computational side, an efficient implementation of the proposed schemes is presented inparticular for manycore general purpose graphical processing units (GPGPU). Various segmentsof the solution algorithm are then evaluated with respect to their corresponding computationalworkload and efficient implementation outlines are addressed.
机译:多相流模拟有益于科学和工程学中的各种应用,例如在热交换器和化学反应器中的气泡群动力学或在涡轮机械系统设计中预测液滴或气泡撞击的影响方面。在现代计算流体动力学(CFD)中,从数值和计算成本的角度来看,此类模拟仍然提出了巨大的挑战。作为近年来强大的数值技术,格子Boltzmann方法(LBM)在特定问题中表现出独特的数值和计算特征。它具有检测小规模输运现象的能力,包括多相和多组分流中的颗粒间作用力的能力,以及其在并行处理器上提供良好的计算效率的固有优势。本文开发了两类用于多相流模拟的LB方法,它们与水平设定(L S)接口捕获技术。与传统的相场LB模型相比,这两种技术均被证明可以在较大的密度和粘度差异下提供高分辨率的界面实现,并且在相对较低的计算需求和规则性限制下。第一个模型表示一个尖锐的界面单流体公式,其中分配了LB方程来求解单个虚拟流体,并且通过对由水平集方程(LSE)控制的初始有符号距离水平集函数的对流来捕获界面。第二种方案提出了LBE的扩散压力演化描述,仅求解速度和动压力。与基于动力学的Cahn-Hilliard方程组相反,密度是通过质量守恒LS方程求解的,该方程受益于快速整体重初始化。针对存在气泡问题的多相NS方程的数值解决方案进行了严格的比较三个维度,这为评估方案的不同数值和实施方面对整体性能和准确性的影响提供了空前的基础。该模拟最终被应用到其他物理上有趣的多相问题,具有在高Re数和非常大的变形下该方案的灵活性和稳定性。在计算方面,特别是对于许多核心通用图形处理单元,提出了所提出方案的有效实现( GPGPU)。然后,针对解决方案算法的各个部分,根据其相应的计算工作量进行评估,并讨论有效的实现纲要。

著录项

  • 作者

    Safi Seyed Mohammad Amin;

  • 作者单位
  • 年度 2016
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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