粒子碰撞在增强再悬浮中的作用

IF 2.9 3区 环境科学与生态学 Q2 ENGINEERING, CHEMICAL
M.C. Villagrán Olivares, R.O. Uñac, A.M. Vidales, J.G. Benito
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引用次数: 0

摘要

细颗粒从暴露于气流的表面再悬浮是一个在各种科学和工程环境中具有重要意义的现象。虽然传统模型通常关注由克服粘附力的气动力驱动的单粒子脱离,但最近的研究强调了粒子-粒子相互作用的重要作用,特别是在中等到高表面浓度的系统中。在这项工作中,我们开发了一个蒙特卡罗数值模型来研究碰撞作为粒子分离的附加机制的作用。该模型引入了基于粒子表面浓度和碰撞力效应的粒子间碰撞概率规则。通过参数化研究,评价了颗粒表面浓度、颗粒大小、流速、碰撞效率(ε)和多颗粒碰撞次数对再悬浮速率的影响。结果表明,在低浓度下,碰撞可以忽略不计,重悬浮由直接的气动分离控制。然而,随着表面变得越来越稠密,碰撞越来越有助于粒子的去除,特别是当运动粒子的速度和大小允许足够的动量转移时。效率参数ε控制着撞击后成功分离的比例,即使较小的值也会导致碰撞对再悬浮率的贡献显著增加。该模型还捕获了再悬浮曲线的非线性行为,并再现了文献中报道的关键实验趋势。与其他作者的实验数据的比较表明,结合碰撞显著提高了在较高沉积密度下再悬浮率的预测。特别是,引入多粒子碰撞对于匹配实验中观察到的分离的急剧增加至关重要。这些发现强调了在理论模型中包括粒子-粒子相互作用的重要性,并表明即使在相对稀释的情况下,碰撞也可以在适当的流动条件下增强分离。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The role of particle collisions in enhancing resuspension
The resuspension of fine particles from surfaces exposed to airflow is a phenomenon of great relevance in various scientific and engineering contexts. While traditional models often focus on single-particle detachment driven by aerodynamic forces overcoming adhesion, recent studies have highlighted the significant role of particle–particle interactions, especially in systems with moderate to high surface concentrations. In this work, we develop a Monte Carlo numerical model to investigate the role of collisions as an additional mechanism for particle detachment. The model introduces a probabilistic rule for inter-particle collisions based on particle surface concentration and collision force effect. A parametric study is performed to evaluate how particle surface concentration, particle size, flow velocity, collision efficiency (ε) and the number of multiple particle impacts influence the resuspension rates. The results show that at low concentrations, collisions are negligible, and resuspension is governed by direct aerodynamic detachment. However, as the surface becomes more populated, collisions increasingly contribute to particle removal, especially when the velocity and size of moving particles allow sufficient momentum transfer. The efficiency parameter ε controls the fraction of successful detachments upon impact, and even modest values lead to noticeable increases in collisional contributions to resuspension rates. The model also captures the non-linear behavior of resuspension curves and reproduces key experimental trends reported in the literature. Comparisons with experimental data from other authors show that incorporating collisions significantly improves the prediction of resuspension rates at higher deposition densities. In particular, the introduction of multiple particle impacts is crucial to match the sharp increase in detachment observed experimentally. These findings underscore the importance of including particle–particle interactions in theoretical models and suggest that even in relatively dilute regimes, collisions can enhance detachment under appropriate flow conditions.
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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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