AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
Article Link
Collect
Submit Manuscript
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Research Article

Assessing impact of intermittent window opening strategies on pathogen-laden droplet dispersion in a coach bus

Qiqi Luo1,2,3,§Xingdong Deng4,5,6,§Jian Hang1,2,3Cuiyun Ou1Zhiwen Luo7Xiaodan Fan1Xia Yang8Yifei Zhang1Zhongli Gu9Xuelin Zhang1,2,3( )
School of Atmospheric Sciences, Sun Yat-sen University, and Southern Marine Science and Engineering Guangdong Laboratory, Zhuhai 519082, China
Key Laboratory of Urban Meteorology, China Meteorological Administration, Beijing 100089, China
China Meteorological Administration Xiong’an Atmospheric Boundary Layer Key Laboratory, Xiong’an, China
Guangzhou Urban Planning & Design Survey Research Institute, Guangzhou 510060, China
Guangzhou Collaborative Innovation Center of Natural Resources Planning and Marine Technology, Guangzhou 510060, China
Guangdong Enterprise Key Laboratory for Urban Sensing, Monitoring and Early Warning, Guangzhou 510060, China
Welsh School of Architecture, Cardiff University, UK
Guangdong Province Engineering Laboratory for Air Pollution Control, South China Institute of Environmental Sciences, the Ministry of Ecology and Environment of China, No. 7 West Street Yuancun, Guangzhou 510655, China
Guangdong Fans-tech Agro Co., Ltd, Guangdong Province, China

§ Qiqi Luo and Xingdong Deng contributed equally to this work.

Show Author Information

Abstract

Opening windows in coach buses is a practical approach to improving natural ventilation and mitigating infection risk (IR). Due to human behavior and weather conditions, the intermittent window opening strategy (IWOS) is a more common practice than keeping windows constantly open. Despite its prevalence, there are no studies exploring IWOS specifically in vehicles. We employed indoor-outdoor coupled CFD simulations to assess the effects of various IWOS on pathogen-laden droplet (PLD) dispersion and IR in a coach bus that occurred a COVID-19 outbreak in Hunan, China. Results reveal that after ventilating through two skylights for 600–1800 s, opening front and rear windows (FW+RW) or FW with a wind catcher (FW+WCH) for just 40 s can reduce PLD concentration (Cave) to 5% of its initial level and the intake fraction of the infector’s neighbor (IFn) drops by 95%. Upon closing FW+RW or FW+WCH, Cave and IFn take over 580 s to return to the pre-opening level. Moreover, intermittent FW opening halves Cave and IFn within 7 min, but leads to rapid increases upon window closure. Therefore, opening FW+RW and FW+WCH intermittently have pronounced impacts on indoor PLD concentration and are applicable approaches to control respiratory disease transmission in vehicles. According to the inhaled viral dose, it is recommended to open windows when driving time is over 12 minutes to reduce infection risk. In scenarios like epidemiological surveys and risk assessments, where assessing passenger infection risk is vital, some behaviors of opening windows cannot be overlooked and necessitate extra attention.

Electronic Supplementary Material

Download File(s)
bs-17-7-1183_ESM.pdf (892.5 KB)

References

 

Ahmadzadeh M, Shams M (2022). Multi-objective performance assessment of HVAC systems and physical barriers on COVID-19 infection transmission in a high-speed train. Journal of Building Engineering, 53: 104544.

 

Ahmed T, Kumar P, Mottet L (2021). Natural ventilation in warm climates: The challenges of thermal comfort, heatwave resilience and indoor air quality. Renewable and Sustainable Energy Reviews, 138: 110669.

 

Alexei Pichardo-Orta F, Luna OAP, Cordero JRV (2022). A frontal air intake may improve the natural ventilation in urban buses. Scientific Reports, 12: 21256.

 

Barone G, Buonomano A, Forzano C, et al. (2022). Energy, economic, and environmental impacts of enhanced ventilation strategies on railway coaches to reduce Covid-19 contagion risks. Energy, 256: 124466.

 

Baselga M, Alba JJ, Schuhmacher AJ (2022). The control of metabolic CO2 in public transport as a strategy to reduce the transmission of respiratory infectious diseases. International Journal of Environmental Research and Public Health, 19: 6605.

 

Basu S (2021). Computational characterization of inhaled droplet transport to the nasopharynx. Scientific Reports, 11: 6652.

 

Cao Z, An Y, Wang Y, et al. (2023). Energy consumption of intermittent ventilation strategies of different air distribution modes for indoor pollutant removal. Journal of Building Engineering, 69: 106242.

 

Chao CYH, Wan MP, Morawska L, et al. (2009). Characterization of expiration air jets and droplet size distributions immediately at the mouth opening. Journal of Aerosol Science, 40: 122–133.

 

Cheng P, Luo K, Xiao S, et al. (2022). Predominant airborne transmission and insignificant fomite transmission of SARS-CoV-2 in a two-bus COVID-19 outbreak originating from the same pre-symptomatic index case. Journal of Hazardous Materials, 425: 128051.

 

Clemente-Suárez VJ, Navarro-Jiménez E, Moreno-Luna L, et al. (2021). The impact of the COVID-19 pandemic on social, health, and economy. Sustainability, 13: 6314.

 

Corzo SF, Ramajo DE, Idelsohn SR (2022). Study of ventilation and virus propagation in an urban bus induced by the HVAC and by opening of windows. Computer Methods in Applied Mechanics and Engineering, 401: 115387.

 

De Dear RJ, Arens E, Hui Z, et al. (1997). Convective and radiative heat transfer coefficients for individual human body segments. International Journal of Biometeorology, 40: 141–156.

 

Du X, Li B, Liu H, et al. (2014). The response of human thermal sensation and its prediction to temperature step-change (cool-neutral-cool). PLoS One, 9: e104320.

 

Duan W, Mei D, Li J, et al. (2021). Spatial distribution of exhalation droplets in the bus in different seasons. Aerosol and Air Quality Research, 21: 200478.

 

Edwards NJ, Widrick R, Wilmes J, et al. (2021). Reducing COVID-19 airborne transmission risks on public transportation buses: an empirical study on aerosol dispersion and control. Aerosol Science and Technology, 55: 1378–1397.

 

Feng Y, Zhang Y, Ding X, et al. (2023). Multi-scale risk assessment and mitigations comparison for COVID-19 in urban public transport: A combined field measurement and modeling approach. Building and Environment, 242: 110489.

 

Gartland N, Fishwick D, Coleman A, et al. (2022). Transmission and control of SARS-CoV-2 on ground public transport: A rapid review of the literature up to May 2021. Journal of Transport & Health, 26: 101356.

 
Hänninen O (2012). Combining CO2 data from ventilation phases improves estimation of air exchange rates. In: Proceedings of Healthy Buildings Conference.
 

Heracleous C, Michael A (2019). Experimental assessment of the impact of natural ventilation on indoor air quality and thermal comfort conditions of educational buildings in the Eastern Mediterranean region during the heating period. Journal of Building Engineering, 26: 100917.

 

Jiang Y, Alexander D, Jenkins H, et al. (2003). Natural ventilation in buildings: measurement in a wind tunnel and numerical simulation with large-eddy simulation. Journal of Wind Engineering and Industrial Aerodynamics, 91: 331–353.

 

Kabanshi A, Wigö H, Sandberg M (2016). Experimental evaluation of an intermittent air supply system–Part 1: Thermal comfort and ventilation efficiency measurements. Building and Environment, 95: 240–250.

 

Kumar P, Omidvarborna H, Tiwari A, et al. (2021). The nexus between in-car aerosol concentrations, ventilation and the risk of respiratory infection. Environment International, 157: 106814.

 

Li F, Lee ES, Liu J, et al. (2015). Predicting self-pollution inside school buses using a CFD and multi-zone coupled model. Atmospheric Environment, 107: 16–23.

 

Li F, Lee ES, Zhou B, et al. (2017). Effects of the window openings on the micro-environmental condition in a school bus. Atmospheric Environment, 167: 434–443.

 

Li Y (2021). Hypothesis: SARS-CoV-2 transmission is predominated by the short-range airborne route and exacerbated by poor ventilation. Indoor Air, 31: 921–925.

 

Liang W, Yang X (2013). Indoor formaldehyde in real buildings: Emission source identification, overall emission rate estimation, concentration increase and decay patterns. Building and Environment, 69: 114–120.

 

Liu H, Liao J, Yang D, et al. (2014). The response of human thermal perception and skin temperature to step-change transient thermal environments. Building and Environment, 73: 232–238.

 

Liu Z, Li R, Wu Y, et al. (2021). Numerical study on the effect of diner divider on the airborne transmission of diseases in canteens. Energy and Buildings, 248: 111171.

 

Luo M, Wang Z, Zhang H, et al. (2020). High-density thermal sensitivity maps of the human body. Building and Environment, 167: 106435.

 

Luo Q, Ou C, Hang J, et al. (2022). Role of pathogen-laden expiratory droplet dispersion and natural ventilation explaining a COVID-19 outbreak in a coach bus. Building and Environment, 220: 109160.

 

Luo Q, Yang X, Hang J, et al. (2023). Influence of natural ventilation design on the dispersion of pathogen-laden droplets in a coach bus. Science of the Total Environment, 885: 163827.

 

Mao Y, Ma J, Wang S, et al. (2022). A stratum ventilation system for pollutants and an improved prediction model for infection in subway cars. Atmospheric Pollution Research, 13: 101354.

 

Mathai V, Das A, Bailey JA, et al. (2021). Airflows inside passenger cars and implications for airborne disease transmission. Science Advances, 7: eabe0166.

 

Mathai V, Das A, Breuer K (2022). Aerosol transmission in passenger car cabins: Effects of ventilation configuration and driving speed. Physics of Fluids, 34: 021904.

 

Matose MT, Poluta M, Douglas TS (2019). Natural ventilation as a means of airborne tuberculosis infection control in minibus taxis. South African Journal of Science, 115: 5737.

 

Mesgarpour M, Abad JMN, Alizadeh R, et al. (2021). Prediction of the spread of Corona-virus carrying droplets in a bus - A computational based artificial intelligence approach. Journal of Hazardous Materials, 413: 125358.

 

Monge-Barrio A, Bes-Rastrollo M, Dorregaray-Oyaregui S, et al. (2022). Encouraging natural ventilation to improve indoor environmental conditions at schools. Case studies in the north of Spain before and during COVID. Energy and Buildings, 254:111567.

 

Moonen P, Allegrini J (2015). Employing statistical model emulation as a surrogate for CFD. Environmental Modelling & Software, 72: 77–91.

 

Morawska L, Johnson GR, Ristovski ZD, et al. (2009). Size distribution and sites of origin of droplets expelled from the human respiratory tract during expiratory activities. Journal of Aerosol Science, 40: 256–269.

 

Ou C, Hu S, Luo K, et al. (2022). Insufficient ventilation led to a probable long-range airborne transmission of SARS-CoV-2 on two buses. Building and Environment, 207: 108414.

 

Pan S, Xiong Y, Han Y, et al. (2018). A study on influential factors of occupant window-opening behavior in an office building in China. Building and Environment, 133: 41–50.

 

Pan S, Xu C, Yu CWF, et al. (2023). Characterization and size distribution of initial droplet concentration discharged from human breathing and speaking. Indoor and Built Environment, 32: 2020–2033.

 

Pirouz B, Mazzeo D, Palermo SA, et al. (2021). CFD investigation of vehicle’s ventilation systems and analysis of ACH in typical airplanes, cars, and buses. Sustainability, 13: 6799.

 

Qian H, Miao T, Liu L, et al. (2021). Indoor transmission of SARS-CoV-2. Indoor Air, 31: 639–645.

 

Santamouris M, Synnefa A, Asssimakopoulos M, et al. (2008). Experimental investigation of the air flow and indoor carbon dioxide concentration in classrooms with intermittent natural ventilation. Energy and Buildings, 40: 1833–1843.

 

Shih Y-C, Chiu C-C, Wang O (2007). Dynamic airflow simulation within an isolation room. Building and Environment, 42: 3194–3209.

 

Stazi F, Naspi F, Ulpiani G, et al. (2017). Indoor air quality and thermal comfort optimization in classrooms developing an automatic system for windows opening and closing. Energy and Buildings, 139: 732–746.

 

Tominaga Y, Mochida A, Yoshie R, et al. (2008). AIJ guidelines for practical applications of CFD to pedestrian wind environment around buildings. Journal of Wind Engineering and Industrial Aerodynamics, 96: 1749–1761.

 

Tsuchihashi Y, Yamagishi T, Suzuki M, et al. (2021). High attack rate of SARS-CoV-2 infections during a bus tour in Japan. Journal of Travel Medicine, 28: taab111.

 

Tung Y-C, Shih Y-C, Hu S-C (2009). Numerical study on the dispersion of airborne contaminants from an isolation room in the case of door opening. Applied Thermal Engineering, 29: 1544–1551.

 

Villafruela JM, Olmedo I, San José JF (2016). Influence of human breathing modes on airborne cross infection risk. Building and Environment, 106: 340–351.

 

Vlacha V, Feketea G, Petropoulou A, et al. (2021). The significance of duration of exposure and circulation of fresh air in SARS-CoV-2 transmission among healthcare workers. Frontiers in Medicine, 8: 664297.

 

Wang B, Song T, Li J, et al. (2022). Design on intermittent ventilation strategy for radon removal in underground space. Journal of Environmental Radioactivity, 253–254: 107007.

 

Xu B, Liu Y, Dou Y, et al. (2022). Study on the effect of an intermittent ventilation strategy on controlling formaldehyde concentrations in office rooms. Atmosphere, 13: 102.

 

Yakhot V, Orszag SA (1986). Renormalization group analysis of turbulence. Ⅰ. Basic theory. Journal of Scientific Computing, 1: 3–51.

 

Yin Y, Xu W, Gupta JK, et al. (2009). Experimental study on displacement and mixing ventilation systems for a patient ward. HVAC&R Research, 15: 1175–1191.

 

Zhong H-Y, Sun Y, Shang J, et al. (2022). Single-sided natural ventilation in buildings: a critical literature review. Building and Environment, 212: 108797.

 

Zomorodian ZS, Tahsildoost M, Hafezi M (2016). Thermal comfort in educational buildings: A review article. Renewable and Sustainable Energy Reviews, 59: 895–906.

Building Simulation
Pages 1183-1200
Cite this article:
Luo Q, Deng X, Hang J, et al. Assessing impact of intermittent window opening strategies on pathogen-laden droplet dispersion in a coach bus. Building Simulation, 2024, 17(7): 1183-1200. https://doi.org/10.1007/s12273-024-1134-5

113

Views

0

Crossref

0

Web of Science

0

Scopus

0

CSCD

Altmetrics

Received: 02 January 2024
Revised: 30 March 2024
Accepted: 07 April 2024
Published: 23 May 2024
© Tsinghua University Press 2024
Return