Calmet Hadrien, Inthavong Kiao, Both Ambrus, Surapaneni Anurag, Mira Daniel, Egukitza Beatriz, Houzeaux Guillaume
Department of Computer Applications in Science and Engineering, Barcelona Supercomputing Center (BSC-CNS), Barcelona, Spain.
Mechanical & Automotive Engineering, School of Engineering, RMIT University, Melbourne, Australia.
Phys Fluids (1994). 2021 Dec;33(12):125122. doi: 10.1063/5.0072148. Epub 2021 Dec 15.
High fidelity simulations of expiratory events such as coughing provide the opportunity to predict the fate of the droplets from the turbulent jet cloud produced from a cough. It is well established that droplets carrying infectious pathogens with diameters of remain suspended in the air for several hours and transported by the air currents over considerable distances (e.g., in meters). This study used a highly resolved mesh to capture the multiphase turbulent buoyant cloud with suspended droplets produced by a cough. The cough droplets' dispersion was subjected to thermal gradients and evaporation and allowed to disperse between two humans standing 2 m apart. A nasal cavity anatomy was included inside the second human to determine the inhaled droplets. Three diameter ranges characterized the droplet cloud, , which made up 93% of all droplets by number; 5 to 100 m comprised 3%, and m comprising 4%. The results demonstrated the temporal evolution of the cough event, where a jet is first formed, followed by a thermally driven puff cloud with the latter primarily composed of droplets under 5 m diameter, moving with a vortex string structure. After the initial cough, the data were interpolated onto a more coarse mesh to allow the simulation to cover ten minutes, equivalent to 150 breathing cycles. We observe that the critical diameter size susceptible to inhalation was , although most inhaled droplets after 10 min by the second human were approximately . These observations offer insight into the risk of airborne transmission and numerical metrics for modeling and risk assessment.
对诸如咳嗽等呼气事件进行高保真模拟,为预测咳嗽产生的湍流喷射云中飞沫的去向提供了机会。众所周知,携带直径为[具体直径值未给出]的传染性病原体的飞沫会在空气中悬浮数小时,并随气流远距离传播(例如,可达数米)。本研究使用高分辨率网格来捕捉咳嗽产生的带有悬浮飞沫的多相湍流浮力云。咳嗽飞沫的扩散受到热梯度和蒸发的影响,并使其在相距2米站立的两个人之间扩散。第二个人体内包含鼻腔解剖结构,以确定吸入的飞沫。飞沫云由三个直径范围表征,[具体范围未给出],按数量计占所有飞沫的93%;5至100微米占3%,[具体范围未给出]占4%。结果展示了咳嗽事件的时间演变,首先形成一股喷射流,随后是由热驱动的 puff 云,后者主要由直径小于5微米的飞沫组成,以涡旋串结构移动。在初始咳嗽之后,数据被插值到一个更粗的网格上,以使模拟能够覆盖十分钟,相当于150个呼吸周期。我们观察到易被吸入的临界直径大小为[具体值未给出],尽管第二个人在10分钟后吸入的大多数飞沫直径约为[具体值未给出]。这些观察结果为空气传播风险以及建模和风险评估的数值指标提供了见解。