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Interfaces in fluid dynamic simulations of single droplets in liquid liquid systems

机译:液液系统中单个液滴的流体动力学模拟中的接口

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摘要

In this work the development and validation of an interfacial tension model for single droplets in liquid-liquid systems using the CFD-software DROPS is presented. Due to the relative motion between the droplet and the continuous phase, a concentration gradient of surface-active impurities is present on the liquid-liquid interface. As a result, an interfacial-tension gradient is established, that induces a force that opposes the continuous phase flow and influences the droplet internal circulation. The model developed in this work simulates this state by defining an interfacial-tension gradient with the help of adjustable parameters that describe the width, steepness and position of the interfacial-tension gradient on the droplet surface. The model does not make any assumptions concerning the extent of the interfacial stagnation. The internal droplet circulation is calculated based on the force balance at the interface. In addition, no assumption is made concerning the value of the interfacial tension at any point of the droplet surface and the droplet shape is calculated with the help of the level-set function. The parameters of the interfacial-tension model were fitted by quantitatively comparing the simulated velocities of the internal droplet flow to data measured using NMR-velocimetry. The parameter fitting was performed for a toluene droplet with a diameter of 4 mm levitated in an aqueous counter-current. For evaluating the overall behavior of the model, n-butanol and toluene droplets with a diameter of 2 mm were also simulated with various parameter values. The fitting procedure was initialized using a droplet simulation without any interfacial stagnation. The model parameters were subsequently adjusted so that the qualitative and quantitative discrepancies in comparison to the experiment were reduced. For this purpose, an NMR-imaging function was used, that transforms the velocity vector data of both the simulation and the experiment into signal transpositions. The measuring technique is thus applied to the simulation results for calculating the objective function. The experimental data and the simulation results at the end of the fitting procedure were in good agreement. The present work is the first to obtain an experimentally validated interfacial tension gradient on the droplet surface using a numerical model and high-resolution velocimetry data obtained with a non-invasive technique. The CFD-software DROPS was validated based on simulations of single n-butanol droplets freely sedimenting in an aqueous continuum. The study was performed in the diameter range from 1 to 4 mm that includes spherical, deformed and oscillating droplets. The droplet terminal velocity was obtained from the transient simulation results and compared to a semi-empirical sedimentation model from the literature that was fitted to experimental data. The influence of the mesh size, the simulation timestep, the droplet initial velocity, and the distance of the droplet interface to the walls of the computational domain was investigated and eliminated from the final results. Two different discretization methods were also compared, namely the conventional finite-element technique and the "extended finite-element" (XFEM) method, that improves the calculation of the pressure jump across the interface. It was found that the DROPS-XFEM version provides the most accurate results. The simulation results, the semi-empirical model and the experimental data were found to be in good agreement.
机译:在这项工作中,提出了使用CFD软件DROPS开发和验证液-液系统中单个液滴的界面张力模型的方法。由于液滴和连续相之间的相对运动,在液-液界面上存在表面活性杂质的浓度梯度。结果,建立了界面张力梯度,该界面张力梯度引起了与连续相流相反的力并且影响了液滴的内部循环。在这项工作中开发的模型通过在描述液滴表面上界面张力梯度的宽度,陡度和位置的可调整参数的帮助下定义界面张力梯度来模拟此状态。该模型未对界面停滞的程度做出任何假设。内部液滴循环是基于界面处的力平衡来计算的。另外,不对液滴表面的任何点的界面张力的值做出任何假设,并且借助于水平设定函数来计算液滴形状。通过将内部液滴流的模拟速度与使用NMR测速仪测得的数据进行定量比较,来拟合界面张力模型的参数。对于在水逆流中悬浮的直径为4 mm的甲苯液滴进行参数拟合。为了评估模型的整体性能,还使用各种参数值模拟了直径为2 mm的正丁醇和甲苯液滴。使用液滴模拟初始化拟合过程,而没有任何界面停滞。随后调整模型参数,以减少与实验相比的定性和定量差异。为此,使用了NMR成像功能,该功能将模拟和实验的速度矢量数据转换为信号转置。因此,将测量技术应用于模拟结果以计算目标函数。拟合过程结束时的实验数据与仿真结果吻合良好。本工作是第一个使用数值模型和通过非侵入性技术获得的高分辨率测速数据在液滴表面上获得经过实验验证的界面张力梯度的方法。 CFD软件DROPS是基于模拟的单个正丁醇小滴在水连续体中自由沉积而进行验证的。该研究是在直径范围为1到4毫米的范围内进行的,其中包括球形,变形和振荡的液滴。从瞬态模拟结果获得液滴的最终速度,并将其与文献中的半经验沉降模型进行比较,该模型适用于实验数据。研究了网格尺寸,模拟时间步长,液滴初始速度以及液滴界面到计算域壁的距离的影响,并从最终结果中消除了影响。还比较了两种不同的离散化方法,即常规的有限元技术和“扩展的有限元”(XFEM)方法,它们改进了界面上压力跃变的计算。发现DROPS-XFEM版本提供了最准确的结果。仿真结果,半经验模型与实验数据吻合良好。

著录项

  • 作者

    Bertakis Evangelos;

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  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 eng
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