Characteristics of slurry transport regimes: Insights from experiments and interface-resolved Direct Numerical Simulations

IF 3.6 2区 工程技术 Q1 MECHANICS International Journal of Multiphase Flow Pub Date : 2024-04-23 DOI:10.1016/j.ijmultiphaseflow.2024.104831
Tariq Shajahan , Thijs Schouten , Shravan K.R. Raaghav , Cees van Rhee , Geert Keetels , Wim-Paul Breugem
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In terms of non-dimensional numbers, the flow is fully characterized by the bulk liquid Reynolds number (<span><math><mrow><mi>R</mi><mi>e</mi></mrow></math></span>), the Galileo number (<span><math><mrow><mi>G</mi><mi>a</mi></mrow></math></span>, a measure for the tendency of particles to settle under gravity), the solid bulk concentration (<span><math><msub><mrow><mi>ϕ</mi></mrow><mrow><mi>b</mi></mrow></msub></math></span>), the particle/fluid density ratio (<span><math><mrow><msub><mrow><mi>ρ</mi></mrow><mrow><mi>p</mi></mrow></msub><mo>/</mo><msub><mrow><mi>ρ</mi></mrow><mrow><mi>f</mi></mrow></msub></mrow></math></span>), the particle/pipe diameter ratio (<span><math><mrow><msub><mrow><mi>D</mi></mrow><mrow><mi>p</mi></mrow></msub><mo>/</mo><msub><mrow><mi>D</mi></mrow><mrow><mi>p</mi><mi>i</mi><mi>p</mi><mi>e</mi></mrow></msub></mrow></math></span>), and parameters related to direct particle interactions such as the Coulomb coefficient of sliding friction (<span><math><msub><mrow><mi>μ</mi></mrow><mrow><mi>c</mi></mrow></msub></math></span>). To further our fundamental understanding of the flow dynamics, we performed experiments and interface-resolved Direct Numerical Simulations (DNS) of slurry flow in a horizontal pipe. The experiments were performed in a transparent flow loop with <span><math><mrow><msub><mrow><mi>D</mi></mrow><mrow><mi>p</mi><mi>i</mi><mi>p</mi><mi>e</mi></mrow></msub><mo>=</mo><mn>4</mn></mrow></math></span> cm. We measured the pressure drop along the pipeline, the spatial solid concentration distribution in the cross-flow plane through Electrical Resistance Tomography (ERT), and used a high-speed camera for flow visualization. The slurry consisted of polystyrene beads in water with <span><math><mrow><msub><mrow><mi>D</mi></mrow><mrow><mi>p</mi></mrow></msub><mo>=</mo><mn>2</mn><mspace></mspace><mi>mm</mi></mrow></math></span>, <span><math><mrow><msub><mrow><mi>ρ</mi></mrow><mrow><mi>p</mi></mrow></msub><mo>/</mo><msub><mrow><mi>ρ</mi></mrow><mrow><mi>f</mi></mrow></msub><mo>=</mo><mn>1</mn><mo>.</mo><mn>02</mn></mrow></math></span>, <span><math><mrow><mi>G</mi><mi>a</mi></mrow></math></span> between 40–45 and <span><math><msub><mrow><mi>ϕ</mi></mrow><mrow><mi>b</mi></mrow></msub></math></span> between 0.26–0.33. The different flow regimes were studied by varying the flow rate, with <span><math><mrow><mi>R</mi><mi>e</mi></mrow></math></span> varying from 3272 till 13830. The simulations were performed for the same flow parameters as in the experiments. Taking the experimental uncertainty into account, the results from the DNS and the experiments are in reasonably good agreement. 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Abstract

A common way to transport solids in large quantities is by using a carrier fluid to transport the solids as a concentrated solid/liquid mixture or slurry through a pipeline. Typical examples are found in dredging, mining and drilling applications. Dependent on the slurry properties and flow conditions, horizontal slurry pipe flow is either in the fixed-bed, sliding-bed or fully-suspended regime. In terms of non-dimensional numbers, the flow is fully characterized by the bulk liquid Reynolds number (Re), the Galileo number (Ga, a measure for the tendency of particles to settle under gravity), the solid bulk concentration (ϕb), the particle/fluid density ratio (ρp/ρf), the particle/pipe diameter ratio (Dp/Dpipe), and parameters related to direct particle interactions such as the Coulomb coefficient of sliding friction (μc). To further our fundamental understanding of the flow dynamics, we performed experiments and interface-resolved Direct Numerical Simulations (DNS) of slurry flow in a horizontal pipe. The experiments were performed in a transparent flow loop with Dpipe=4 cm. We measured the pressure drop along the pipeline, the spatial solid concentration distribution in the cross-flow plane through Electrical Resistance Tomography (ERT), and used a high-speed camera for flow visualization. The slurry consisted of polystyrene beads in water with Dp=2mm, ρp/ρf=1.02, Ga between 40–45 and ϕb between 0.26–0.33. The different flow regimes were studied by varying the flow rate, with Re varying from 3272 till 13830. The simulations were performed for the same flow parameters as in the experiments. Taking the experimental uncertainty into account, the results from the DNS and the experiments are in reasonably good agreement. The results for the pressure drop agree also fairly well with popular empirical models from literature. In addition, we performed a parametric DNS study in which we solely varied Re and Ga. In all flow regimes, a secondary flow of Prandtl’s second kind is present, ascribed to the presence of internal flow corners and a ridge of densely packed particles at the pipe bottom during transition towards the fully-suspended regime. In the bulk of the turbulent flow above the bed, secondary flow transport of streamwise momentum dominates over turbulent diffusion in regions where the secondary flow is strong and vice versa where it is weak. The transition between flow regimes appears to be governed by the competition between the net gravity force on the particles and shear-induced particle migration from particle–particle interactions. This competition can be expressed by the Shields number, θ. For θ0.75, gravity is dominant and the flow is in the fixed-bed regime. For θ0.75, shear-induced migration becomes progressively more important for increasing θ. Low-concentration zones flanking the sliding bed start to form at the top corners of the bed, and gradually expand downwards along the pipe wall till the pipe bottom is reached. For θ1.5, shear-induced migration is responsible for lifting the particle bed away from the wall, associated with the onset of the suspended regime. For θ1, gravity is of minor importance and the mean flow eventually reaches axi-symmetry with a high-concentration particle core at the pipe center and negligible secondary flow.

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泥浆输送机制的特征:实验和界面分辨直接数值模拟的启示
大量输送固体的常见方法是使用载液将固体作为浓缩的固/液混合物或泥浆通过管道输送。典型的例子有疏浚、采矿和钻探应用。根据泥浆特性和流动条件的不同,水平泥浆管道流动可分为固定床、滑动床或全悬浮状态。就非维数而言,流动的全部特征包括散装液体雷诺数(Re)、伽利略数(Ga,用于衡量颗粒在重力作用下的沉降趋势)、固体散装浓度(jb)、颗粒/流体密度比(ρp/ρf)、颗粒/管道直径比(Dp/Dpipe)以及与颗粒直接相互作用相关的参数,如滑动摩擦库仑系数(μc)。为了进一步从根本上了解流动动力学,我们对水平管道中的泥浆流动进行了实验和界面分辨直接数值模拟(DNS)。实验是在 Dpipe=4 厘米的透明流动环路中进行的。我们测量了管道沿线的压降,通过电阻断层扫描(ERT)测量了横流平面上的空间固体浓度分布,并使用高速摄像机进行了流动可视化。浆液由水中的聚苯乙烯珠子组成,Dp=2mm,ρp/ρf=1.02,Ga 在 40-45 之间,jb 在 0.26-0.33 之间。通过改变流速研究了不同的流态,Re 从 3272 到 13830 不等。模拟是在与实验相同的流动参数下进行的。考虑到实验的不确定性,DNS 和实验结果相当吻合。压降结果也与文献中流行的经验模型相当吻合。此外,我们还进行了参数 DNS 研究,其中只改变了 Re 和 Ga。在所有流态中,都存在普朗特第二类二次流,这是因为在向全悬浮流态过渡时,管道底部存在内部流角和密布颗粒的脊。在床面上方的大部分湍流中,在二次流强的区域,流向动量的二次流传输比湍流扩散占优势,反之亦然。流动状态之间的转换似乎受颗粒受到的净重力与颗粒间相互作用产生的剪切力引起的颗粒迁移之间的竞争所支配。这种竞争可以用希尔兹数 θ 来表示。当θ≲0.75 时,重力占主导地位,流动处于固定床状态。对于 θ≳0.75,剪切力引起的迁移随着 θ 的增大而逐渐变得重要。滑动层侧面的低浓度区开始在滑动层的顶角形成,并沿管壁逐渐向下扩展,直至到达管底。当θ≳1.5 时,剪切力引起的迁移将颗粒床抬离管壁,这与悬浮状态的开始有关。对于 θ≫1,重力的作用不大,平均流最终达到轴对称,管道中心为高浓度颗粒核心,二次流可以忽略不计。
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来源期刊
CiteScore
7.30
自引率
10.50%
发文量
244
审稿时长
4 months
期刊介绍: The International Journal of Multiphase Flow publishes analytical, numerical and experimental articles of lasting interest. The scope of the journal includes all aspects of mass, momentum and energy exchange phenomena among different phases such as occur in disperse flows, gas–liquid and liquid–liquid flows, flows in porous media, boiling, granular flows and others. The journal publishes full papers, brief communications and conference announcements.
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