ON THE EJECTION SCALE PROBLEM OF EXPIRATORY EVENTS FROM THEORY AND SIMULATIONS

Kai Liu, M. Allahyari, J. Salinas, N. Zgheib, S. Balachandar
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Abstract

The overall purpose of this study is to investigate expiratory events such as coughs and sneezes in the ejection scale framework, i.e. within a short time span immediately after the expiration process. We conducted large eddy simulations (LES) and compared the results with a recent theoretical model put forth by Balachandar et al. [2]. The theoretical model [2] has been formulated to estimate the evolution of expiratory events such as coughs and sneezes. Some of the key features of the model include estimates for the time evolution of the puff centroid, its size, as well as the number and size of droplets suspended within. The theoretical model includes closure parameters that have been obtained from LES [6, 7]. The simulations cover a wide range of parameters, such as the ejection volume of the puff, its momentum, the ejection angle (whether horizontal, inclined, or vertical), and the ambient humidity. One of the important findings is that while certain aspects such as the front-most location and the lateral extent of the puff, show large variability from one realization to the other, global parameters, such as the centroid location, total volume, and buoyancy show are much less sensitive to turbulent fluctuations. The results also indicate that humid ambient conditions favor stronger gravitational settling of the ejected virus-laden droplets, thus decreasing the risk of infection from the dominant airborne route. Furthermore, the simulations highlight a mechanism for transporting a relatively large amount of droplets over distances upward of 2 meters in a time span on the order of one second. This mechanism, which is also observed in experiments, consists of fast moving detached vortex rings that propagate in a seemingly random direction. We further quantify the size and viral content of the detached portions. © 2022 Begell House Inc.. All rights reserved.
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从理论和模拟两方面探讨了呼气事件的喷射尺度问题
本研究的总体目的是在喷射量表框架下,即在呼气过程后的短时间内,调查咳嗽和打喷嚏等呼气事件。我们进行了大涡模拟(LES),并将结果与Balachandar等人最近提出的理论模型[2]进行了比较。理论模型[2]被用来估计咳嗽和打喷嚏等呼气事件的演变。该模型的一些关键特征包括对泡芙质心的时间演化、其大小以及悬浮在其中的液滴的数量和大小的估计。理论模型包括从LES中获得的闭包参数[6,7]。模拟涵盖了广泛的参数范围,如喷雾器的喷射体积、动量、喷射角度(无论是水平的、倾斜的还是垂直的)和环境湿度。其中一个重要的发现是,虽然某些方面,如最前端位置和扑扑的横向范围,在不同的实现中表现出很大的变化,但整体参数,如质心位置、总体积和浮力,对湍流波动的敏感性要低得多。结果还表明,潮湿的环境条件有利于喷射出的携带病毒的飞沫更强的重力沉降,从而降低了主要空气传播途径的感染风险。此外,模拟强调了一种机制,可以在大约一秒的时间跨度内将相对大量的液滴输送到2米以上的距离。这种机制在实验中也被观察到,它由快速移动的分离漩涡环组成,这些漩涡环在看似随机的方向上传播。我们进一步量化分离部分的大小和病毒含量。©2022 Begell House Inc..版权所有。
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