TY - JOUR
T1 - Towards realistic simulations of human cough
T2 - Effect of droplet emission duration and spread angle
AU - Li, Mogeng
AU - Chong, Kai Leong
AU - Ng, Chong Shen
AU - Bahl, Prateek
AU - de Silva, Charitha M.
AU - Verzicco, Roberto
AU - Doolan, Con
AU - MacIntyre, C. Raina
AU - Lohse, Detlef
N1 - Funding Information:
This work was funded by the Netherlands Organisation for Health Research and Development (ZonMW) , project number 10430012010022 : “Measuring, understanding & reducing respiratory droplet spreading”, the ERC Advanced Grant DDD, The Netherlands , Number 740479 , Foundation for Fundamental Research on Matter with Project No. 16DDS001 , which is financially supported by the Netherlands Organisation for Scientific Research (NWO) . CM de Silva acknowledges ARC LIEF, Australia funding Grant, Number LE200100042 , which supported the experimental work. The use of the national computer facilities in this research was subsidised by NWO Domain Science. We also acknowledge PRACE for awarding us access to MareNostrum in Spain at the Barcelona Computing Center (BSC) under the project 2020235589 and Irene at Très Grand Centre de calcul du CEA (TGCC) under PRACE project 2019215098. KL Chong is also supported by Shanghai Science and Technology Program, PR China under the project no. 19JC1412802 .
Funding Information:
This work was funded by the Netherlands Organisation for Health Research and Development (ZonMW), project number 10430012010022: ?Measuring, understanding & reducing respiratory droplet spreading?, the ERC Advanced Grant DDD, The Netherlands, Number 740479, Foundation for Fundamental Research on Matter with Project No. 16DDS001, which is financially supported by the Netherlands Organisation for Scientific Research (NWO). CM de Silva acknowledges ARC LIEF, Australia funding Grant, Number LE200100042, which supported the experimental work. The use of the national computer facilities in this research was subsidised by NWO Domain Science. We also acknowledge PRACE for awarding us access to MareNostrum in Spain at the Barcelona Computing Center (BSC) under the project 2020235589 and Irene at Tr?s Grand Centre de calcul du CEA (TGCC) under PRACE project 2019215098. KL Chong is also supported by Shanghai Science and Technology Program, PR China under the project no. 19JC1412802.
Publisher Copyright:
© 2021 The Authors
PY - 2022/2
Y1 - 2022/2
N2 - 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 ≳10μm 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.
AB - 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 ≳10μm 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.
KW - COVID-19
KW - Pathogen transmission
KW - Respiratory droplets
KW - UT-Hybrid-D
UR - http://www.scopus.com/inward/record.url?scp=85120485206&partnerID=8YFLogxK
U2 - 10.1016/j.ijmultiphaseflow.2021.103883
DO - 10.1016/j.ijmultiphaseflow.2021.103883
M3 - Article
AN - SCOPUS:85120485206
SN - 0301-9322
VL - 147
JO - International journal of multiphase flow
JF - International journal of multiphase flow
M1 - 103883
ER -