Particle removal from solid surfaces via an impinging gas jet pulse: Comparison between experimental and CFD-DEM modeling results

IF 3.9 3区 环境科学与生态学 Q2 ENGINEERING, CHEMICAL Journal of Aerosol Science Pub Date : 2024-03-19 DOI:10.1016/j.jaerosci.2024.106364
Jens P. Metzger , Carsten Mehring
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Abstract

Computational and experimental studies are performed to investigate the influence of a gas jet pulse impinging perpendicularly onto a flat solid surface seeded with a monolayer of spherical particles. A numerical resuspension model is derived to predict particle release into the gas phase during jet impingement. To this end, discrete particles are immersed in a continuous gas phase modeled via Large Eddy Simulation to capture the effect of jet turbulence on the particle detachment process. Two-way coupling between particulate and gas phase is established via a near-wall particle drag model and a lift model. Direct particle–wall interactions are captured with adhesion, rolling friction and sliding friction models. To validate the overall modeling approach, numerical results are compared with resuspension experiments for monodisperse polystyrene particles placed on a glass slide. Simulations show that the particles preferentially mobilize by rolling, followed to a limited extend by lift off from the solid surface driven by aerodynamic forces and particle–particle collisions. Resuspension occurs in the first instants after jet impingement. Computational and experimental results for removal efficiency Γ are in good agreement in terms of the location of their r50 parameter, i.e., the radial position where 50% of the particles have been removed by the jet; both results show a linear dependence between the r50 value and the jet Reynolds number of the impinging jet. However, experimental Γ(r) curves generally have a smooth sigmoidal shape whereas numerical results predict a sharp transition. Some model shortcomings are identified which lead to an underprediction of particle lift-off and which explain the observed differences. Furthermore, the experimental Γ curves nearly collapse onto each other when plotted over the predicted local wall-shear stress.

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通过冲击气体射流脉冲去除固体表面的颗粒:实验结果与 CFD-DEM 建模结果的比较
本研究通过计算和实验研究了气体射流脉冲垂直撞击种有单层球形粒子的平面固体表面的影响。推导出了一个数值再悬浮模型,用于预测在射流撞击过程中颗粒释放到气相中的情况。为此,将离散颗粒浸入通过大涡模拟建模的连续气相中,以捕捉射流湍流对颗粒分离过程的影响。通过近壁颗粒阻力模型和升力模型建立了颗粒与气相之间的双向耦合。通过粘附、滚动摩擦和滑动摩擦模型来捕捉颗粒与壁面的直接相互作用。为了验证整体建模方法,将数值结果与放置在玻璃载玻片上的单分散聚苯乙烯颗粒的再悬浮实验进行了比较。模拟结果表明,颗粒优先通过滚动移动,然后在有限范围内通过空气动力和颗粒间碰撞从固体表面升起。再悬浮发生在射流撞击后的第一瞬间。关于去除效率的计算结果和实验结果在参数位置(即 50%的颗粒被射流去除的径向位置)方面非常一致;两个结果都显示了该值与撞击射流的射流雷诺数之间的线性关系。不过,实验曲线一般呈平滑的正余弦形,而数值结果则预示着急剧的过渡。研究发现了模型的一些缺陷,这些缺陷导致对粒子升空的预测不足,并解释了观察到的差异。此外,当实验曲线绘制在预测的局部壁面剪切应力上时,实验曲线几乎相互坍缩。
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来源期刊
Journal of Aerosol Science
Journal of Aerosol Science 环境科学-工程:化工
CiteScore
8.80
自引率
8.90%
发文量
127
审稿时长
35 days
期刊介绍: Founded in 1970, the Journal of Aerosol Science considers itself the prime vehicle for the publication of original work as well as reviews related to fundamental and applied aerosol research, as well as aerosol instrumentation. Its content is directed at scientists working in engineering disciplines, as well as physics, chemistry, and environmental sciences. The editors welcome submissions of papers describing recent experimental, numerical, and theoretical research related to the following topics: 1. Fundamental Aerosol Science. 2. Applied Aerosol Science. 3. Instrumentation & Measurement Methods.
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