论文标题
迈向对人类咳嗽的现实模拟:液滴排放持续时间和扩散角的影响
Towards realistic simulations of human cough: effect of droplet emission duration and spread angle
论文作者
论文摘要
人类的呼吸事件,例如咳嗽和打喷嚏,在宿主到宿主的空降疾病传播中起着重要作用。因此,在理解这些过程方面已经做出了巨大的努力: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的直接比较的困难,它们的有效性尚未得到充分评估。在这项研究中,我们报告了数据集之间的独特比较,这些数据集使用螺旋仪和粒子跟踪赛车测定仪,以及在相似条件下进行直接数值模拟的详细测量。通过检查实验数据,我们发现口腔的注射速度不是单向的。取而代之的是,将液滴注入到各种方向上,它们的轨迹在空间中形成锥形。此外,我们发现液滴排放的周期比咳嗽的周期要短得多:实验结果表明,初始直径$ \ gtrsim10μ$ M的液滴在第一个0.05 s内排放,而咳嗽的持续时间接近1 s。这两个特征(在注射速度方向上的扩散和液滴发射的短持续时间)纳入了我们的直接数值模拟,从而改善了与实验测量的一致性。因此,要具有呼吸模型中人类驱除的准确表示,必须包括这两个特征的参数化。
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.