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arXiv 2210.00534physics.flu-dyn
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人类咳嗽的真实模拟:液滴发射持续时间和传播角度的影响

Towards realistic simulations of human cough: effect of droplet emission duration and spread angle

Mogeng Li, Kai Leong Chong, Chong Shen Ng, Prateek Bahl, Charitha M. de Silva, Roberto Verzicco, Con Doolan, C. Raina MacIntyre, Detlef Lohse

摘要:

咳嗽和打喷嚏等人类呼吸道事件在宿主到宿主的空气传播疾病中起着重要作用。因此,在理解这些过程方面已经做出了大量的努力:已经开发了各种分析或数值模型来描述它们,但是由于与真实人类呼气进行直接比较的困难,它们的有效性尚未得到充分评估。在这项研究中,我们报告了一个独特的数据集之间的比较,既有一个真正的人类咳嗽使用肺活量计和粒子跟踪测速的详细测量,并在类似的条件下直接数值模拟。通过对实验数据的检验,我们发现在喷嘴处的喷射速度不是单向的。相反,液滴被注入各个方向,其轨迹在空间中形成圆锥形。此外,我们发现,液滴排放的周期比咳嗽的周期短得多:实验结果表明,具有初始直径$\gtrsim 10μ$ m的液滴在前0.05 s内被排放,而咳嗽持续时间更接近1 s。这两个功能(在喷射速度和液滴排放的持续时间短的方向上的传播)被纳入我们的直接数值模拟,导致与实验测量的协议得到改善。因此,为了在呼吸模型中准确表示人类排出,必须包括这两个特征的参数化。

英文摘要:

Human respiratory events, such as coughing and sneezing, play an important role in the host-to-host airborne transmission of diseases. Thus, there has been a substantial effort in understanding these processes: various analytical or numerical models have been developed to describe them, but their validity has not been fully assessed due to the difficulty of a direct comparison with real human exhalations. In this study, we report a unique comparison between datasets that have both detailed measurements of a real human cough using spirometer and particle tracking velocimetry, and direct numerical simulation at similar conditions. By examining the experimental data, we find that the injection velocity at the mouth is not uni-directional. Instead, the droplets are injected into various directions, with their trajectories forming a cone shape in space. Furthermore, we find that the period of droplet emissions is much shorter than that of the cough: experimental results indicate that the droplets with an initial diameter $\gtrsim 10μ$m are emitted within the first 0.05 s, whereas the cough duration is closer to 1 s. These two features (the spread in the direction of injection velocity and the short duration of droplet emission) are incorporated into our direct numerical simulation, leading to an improved agreement with the experimental measurements. Thus, to have accurate representations of human expulsions in respiratory models, it is imperative to include parametrisation of these two features.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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