Numerical Simulation of Exhaled Particle Transmission in a Car Cabin with Open Windows

Document Type : Regular Article

Authors

1 School of Environmental Science and Engineering, Donghua University, Shanghai 201620, China

2 Department of Refrigeration and Air Conditioning, Shanghai Ocean University, Shanghai, 201306, China

Abstract

The present study investigated the transmission of exhaled particles generated by coughing inside a car cabin, considering eleven different window opening configurations. The results indicated that particle dispersion and removal were mainly affected by the airflow, which was largely determined by the window opening configurations. Notably, efficient ventilation and a large number of open windows did not necessarily result in lower infection risk. Given the complex structure and formation of intricate airflow patterns within the cabin, airborne particles could spread throughout the cabin and deposit on the interior walls. As particles tended to escape or deposit rapidly within the first 10 s, precautionary measures were necessary during this time frame following a passenger's coughing activity. Furthermore, closing the window adjacent to the driver effectively reduced the proportion of exhaled particles passing through the driver's breathing zone due to the rear-in and front-out airflow pattern, thus mitigating the risk of infection.

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Main Subjects


ANSYS (2018). Fluent User’s Guide. ANSYS Inc.
Arpino, F., Cortellessa, G., Grossi, G., & Nagano, H. (2021). A Eulerian-Lagrangian approach for the non-isothermal and transient CFD analysis of the aerosol airborne dispersion in a car cabin. Building and Environment, 209, 108648. https://doi.org/10.1016/j.buildenv.2021.108648
Assaad, D. A., Ghali, K. F., Ghaddar, N., & Habchi, C. (2020). Coupled CFD and particle resuspension models under combined effect of mechanical and aerodynamic disturbances. Building and Environment, 169, 106567. https://doi.org/10.1016/j.buildenv.2019.106567
Bandi, P., Paul Manelil, N., Maiya, M., Tiwari, S., Thangamani, A., & Tamalapakula, J. L. (2021). Influence of flow and thermal characteristics on thermal comfort inside an automobile cabin under the effect of solar radiation. Applied Thermal Engineering, 203, 117946. https://doi.org/10.1016/j.applthermaleng.2021.117946
Cai, C., Ming, T., Fang, W., Richter, R.K., & Peng, C. (2020). The effect of turbulence induced by different kinds of moving vehicles in street canyons. Sustainable Cities and Society, 54, 102015. https://doi.org/10.1016/j.scs.2020.102015
Cao, Q., Liu, M., Li, X., Lin, C. H., Wei, D., Ji, S., Zhang, T. T., & Chen, Q. (2022). Influencing factors in the simulation of airflow and particle transportation in aircraft cabins by CFD. Building and Environment. 207, 108413. https://doi.org/10.1016/j.buildenv.2021.108413
Chang, T., Sheu, J., Huang, J., Lin, Y., & Chang, C. (2018). Development of a CFD model for simulating vehicle cabin indoor air quality. Transportation Research Part D: Transport and Environment, 62, 433–440. https://doi.org/10.1016/j.trd.2018.03.018
Chuang, H., Lin, L., Hsu, Y., Ma, C., & Chuang, K. (2013). In-car particles and cardiovascular health: an air conditioning-based intervention study. Science of The Total Environment, 452–453, 309–313. https://doi.org/10.1016/j.scitotenv.2013.02.097
Dai, H., & Zhao, B. (2021). Movement and transmission of human exhaled droplets/droplet nuclei. Chinese Science Bulletin, 66(Z1), 493–500. https://doi.org/10.1360/TB-2020-0643
Dhand, R., & Li, J. (2020). Coughs and sneezes: Their role in transmission of respiratory viral infections, including SARS-CoV-2. American Journal of Respiratory and Critical Care Medicine, 202(5), 635–P18. https://doi.org/10.1164/rccm.202004-1263PP
Gupta, J. K., Lin, C. H., & Chen, Q. (2011). Transport of expiratory droplets in an aircraft cabin. Indoor Air, 21(1), 3–11. https://doi.org/10.1111/j.1600-0668.2010.00676.x
Han, P., Zheng, H., Teng, Y., & Sun, D. (2023). Advances in the study of aerosol transmission of infectious diseases through breathing. Chinese Journal of Zoonoses, 39(02), 153–160. http://www.rsghb.cn/EN/10.3969/j.issn.1002-2694.2022.00.190
Hassan, A. M., & Megahed, N. A. (2021). COVID-19 and urban spaces: A new integrated CFD approach for public health opportunities. Building and Environment, 204, 108131. https://doi.org/10.1016/j.buildenv.2021.108131
Hatif, I. H., Mohamed Kamar, H., Kamsah, N., Wong, K. Y., & Tan, H. (2023). Influence of office furniture on exposure risk to respiratory infection under mixing and displacement air distribution systems. Building and Environment, 239, 110292. https://doi.org/10.1016/j.buildenv.2023.110292
Kong, X., Guo, C., Lin, Z., Duan, S., He, J., Ren, Y., & Ren, J. (2021). Experimental study on the control effect of different ventilation systems on fine particles in a simulated hospital ward. Sustainable Cities and Society, 73, 103102. https://doi.org/10.1016/j.scs.2021.103102
Lednicky, J. A., Lauzardo, M., Alam, M. M., Elbadry, M. A., Stephenson, C. J., Gibson, J. C., & Morris, J. G., Jr (2021). Isolation of SARS-CoV-2 from the air in a car driven by a COVID patient with mild illness. International Journal of Infectious Diseases, 108, 212–216. https://doi.org/10.1016/j.ijid.2021.04.063
Li, L., Liang, X., Jiang, Q., Wang, H., & Wang, B. (2020). Special Expert Group for Control of the Epidemic of Novel Coronavirus Pneumonia of the Chinese Preventive Medicine Association (2020) An update on the epidemiological characteristics of novel coronavirus pneumonia (COVID-19). Chinese Journal of Epidemiology, 41(2), 139–144. https://doi.org/10.3760/cma.j.issn.0254-6450.2020.02.002
Li, X., & Feng, B. (2023). Transmission of droplet aerosols in an elevator cabin: Effect of the ventilation mode. Building and Environment, 236, 110261. https://doi.org/10.1016/j.buildenv.2023.110261
Li, X., Jiang, J., Wang, D., Deng, J., He, K., & Hao, J. (2021). Transmission of coronavirus via aerosols and influence of environmental conditions on its transmission. Environmental Science, 42(07), 3091–3098. https://doi.org/10.13227/j.hjkx.202010033
Li, X., Niu, J., & Gao, N. (2011). Spatial distribution of human respiratory droplet residuals and exposure risk for the co-occupant under different ventilation methods. HVAC&R Research, 17, 432–445. https://doi.org/10.1080/10789669.2011.578699
Liu, S., Zhao, X., Nichols, S. R., Bonilha, M. W., Derwinski, T., Auxier, J. T., & Chen, Q. (2022). Evaluation of airborne particle exposure for riding elevators. Building and Environment, 207, 108543. https://doi.org/10.1016/j.buildenv.2021.108543
Luan, Y., Zhang, L., Yin, Y. Yan, L., Wu, X., & Sun, T. (2022). Ventilation structure optimization and virus spreading law in large indoor places. Environmental Engineering, 40(12), 180–186. https://doi.org/10.13205/j.hjgc.202212024
Mao, Y., Wang, J., & Li, J. (2018). Experimental and numerical study of air flow and temperature variations in an electric vehicle cabin during cooling and heating. Applied Thermal Engineering, 137, 356–367. https://doi.org/10.1016/j.applthermaleng.2018.03.099
Mathai, V., Das, A., & Breuer, K. (2022). Aerosol transmission in passenger car cabins: Effects of ventilation configuration and driving speed. Physics of Fluids, 34(2), 021904. https://doi.org/10.1063/5.0079555
Mathai, V., Das, A., Bailey, J. A., & Breuer, K. (2021). Airflows inside passenger cars and implications for airborne disease transmission. Science Advances, 7(1), eabe0166. https://doi.org/10.1126/sciadv.abe0166
Morsi, S. A., & Alexander, A. J. (1972). An investigation of particle trajectories in two-phase flow systems. Journal of Fluid Mechanics, 55, 193–208. https://doi.org/10.1017/S0022112072001806
Peng, N. N., Chow, K. W., & Liu, C. H. (2021). Computational study on the transmission of the SARS-CoV-2 virus through aerosol in an elevator cabin: Effect of the ventilation system. Physics of Fluids, 33(10), 103325. https://doi.org/10.1063/5.0068244
Qian, H., & Li, Y. (2010). Removal of exhaled particles by ventilation and deposition in a multibed airborne infection isolation room. Indoor Air, 20(4), 284–297. https://doi.org/10.1111/j.1600-0668.2010.00653.x
Qian, H., Li, Y., Nielsen, P. V., Hyldgaard, C. E., Wong, T. W., & Chwang, A. T. (2006). Dispersion of exhaled droplet nuclei in a two-bed hospital ward with three different ventilation systems. Indoor Air, 16(2), 111–128. https://doi.org/10.1111/j.1600-0668.2005.00407.x
Ren, J., Wang, Y., Liu, Q., & Liu, Y. (2021). Numerical Study of Three Ventilation Strategies in a prefabricated COVID-19 inpatient ward. Building and Environment, 188, 107467. https://doi.org/10.1016/j.buildenv.2020.107467
Rencken, G., Rutherford, E., Ghanta, N., Kongoletos, J., & Glicksman, L. R. (2021). Patterns of SARS-CoV-2 aerosol spread in typical classrooms. Building and Environment, 204, 108167–108167. https://doi.org/10.1016/j.buildenv.2021.108167
Sen, N., & Singh, K. K. (2021). Spread of virus laden aerosols inside a moving sports utility vehicle with open windows: A numerical study. Physics of Fluids, 33, 095117. https://doi.org/10.1063/5.0061753
Shao, S., Zhou, D., He, R., Li, J., Zou, S., Mallery, K., Kumar, S., Yang, S., & Hong, J. (2021). Risk assessment of airborne transmission of COVID-19 by asymptomatic individuals under different practical settings. Journal of Aerosol Science. 151, 105661. https://doi.org/10.1016/j.jaerosci.2020.105661
Shinohara, N., Ogata, M., Kim, H., Kagi, N., Tatsu, K., Inui, F., & Naito, W. (2023). Evaluation of shields and ventilation as a countermeasure to protect bus drivers from infection. Environmental Research, 216(Pt 3), 114603. https://doi.org/10.1016/j.envres.2022.114603
Shu, S., Mitchell, T. E., Wiggins, M. R., You, S., Thomas, H., & Li, C. (2022). How opening windows and other measures decrease virus concentration in a moving car. Engineering Computations, 39(6), 2350–2366. https://doi.org/10.1108/EC-11-2021-0666
Teppner, R., Langensteiner, B., Meile, W., Brenn, G., & Kerschbaumer, S. (2014). Air change rates driven by the flow around and through a building storey with fully open or tilted windows: An experimental and numerical study. Energy and Buildings, 76, 640-653. https://doi.org/10.1016/j.enbuild.2014.07.020
van Doremalen, N., Bushmaker, T., Morris, D. H., Holbrook, M. G., Gamble, A., Williamson, B. N., Tamin, A., Harcourt, J. L., Thornburg, N. J., Gerber, S. I., Lloyd-Smith, J. O., de Wit, E., & Munster, V. J. (2020). Aerosol and surface stability of SARS-CoV-2 as compared with SARS-CoV-1. The New England Journal of Medicine, 382(16), 1564–1567. https://doi.org/10.1056/NEJMc2004973
Wang, C. C., Prather, K. A., Sznitman, J., Jimenez, J. L., Lakdawala, S. S., Tufekci, Z., & Marr, L. C. (2021). Airborne transmission of respiratory viruses. Science, 373(6558), eabd9149. https://doi.org/10.1126/science.abd9149
Wang, D., Sun, M., Shen, X., & Chen, A. (2023a) Aerodynamic characteristics and structural behavior of sound barrier under vehicle-induced flow for five typical vehicles. Journal of Fluids and Structures, 117, 103816. https://doi.org/10.1016/j.jfluidstructs.2022.103816
Wang, T., Shi, F., Shi, F., Li, C., Zhang, L., Wang, J., Jiang, C., Qian, B., Dai, L., & Ji, P. (2023b). Numerical study of the effect of composition models on cough droplet propagation distributions in confined space. Building and Environment, 234, 110117. https://doi.org/10.1016/j.buildenv.2023.110117
Wu, F., Li, X., Cui, Q., Li, H., Fan, Z., & Xu, R. (2023). Investigation on the transmission profile of coughing droplets in passenger compartment of subway train. Journal of Railway Science and Engineering, 20 (12), 4529–4540 https://doi.org/10.19713/j.cnki.43-1423/u.T20230162
Yan, Y., Li, X., & Tu, J. (2019). Thermal effect of human body on cough droplets evaporation and dispersion in an enclosed space. Building and Environment, 148, 96–106. https://doi.org/10.1016/j.buildenv.2018.10.039
You, R., Zhang, Y., Zhao, X., Lin, C. H., Wei, D., Liu, J., & Chen, Q. (2018). An innovative personalized displacement ventilation system for airliner cabins. Building and Environment, 137, 41–50. https://doi.org/10.1016/j.buildenv.2018.03.057
Zhang, K. (2020). Main characteristics of respiratory infectious diseases and ways to prevent and control. Guide of China Medicine, 18(01), 102–103. https://doi.org/10.15912/j.cnki.gocm.2020.01.090
Zhang, L., & Li, Y. (2012). Dispersion of coughed droplets in a fully-occupied high-speed rail cabin. Building and Environment, 47, 58–66. https://doi.org/10.1016/j.buildenv.2011.03.015
Zhang, R., Li, Y., Zhang, A. L., Wang, Y., & Molina, M. J. (2020). Identifying airborne transmission as the dominant route for the spread of COVID-19. Proceedings of the National Academy of Sciences of the United States of America, 117(26), 14857–14863. https://doi.org/10.1073/pnas.2009637117
Zhang, Y. (2021). Transmission control mechanism and experimental study of aerosols based on different air distribution in air conditioned rooms. [PhD. Thesis, Chongqing University], China. https://doi.org/10.27670/d.cnki.gcqdu.2021.003757
Zhang, Z., Li, X., & Cui, X. (2017). Numerical simulation of external flow field of a roadster based on CFD. Journal of Shandong Industrial Technology, 12, 285–287. https://doi.org/10.16640/j.cnki.37-1222/t.2017.12.256
Zhao, X., Liu, S., Yin, Y., Zhang, T. T., & Chen, Q. (2022). Airborne transmission of COVID-19 virus in enclosed spaces: An overview of research methods. Indoor Air, 32(6), e13056. https://doi.org/10.1111/ina.13056