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Zhao X, Liu S, Yin Y, Zhang T(T, Chen Q. Airborne transmission of COVID-19 virus in enclosed spaces: An overview of research methods. INDOOR AIR 2022; 32:e13056. [PMID: 35762235 PMCID: PMC9349854 DOI: 10.1111/ina.13056] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 04/28/2022] [Accepted: 05/06/2022] [Indexed: 05/22/2023]
Abstract
Since the outbreak of COVID-19 in December 2019, the severe acute respiratory syndrome coronavirus 2 (SARS CoV-2) has spread worldwide. This study summarized the transmission mechanisms of COVID-19 and their main influencing factors, such as airflow patterns, air temperature, relative humidity, and social distancing. The transmission characteristics in existing cases are providing more and more evidence that SARS CoV-2 can be transmitted through the air. This investigation reviewed probabilistic and deterministic research methods, such as the Wells-Riley equation, the dose-response model, the Monte-Carlo model, computational fluid dynamics (CFD) with the Eulerian method, CFD with the Lagrangian method, and the experimental approach, that have been used for studying the airborne transmission mechanism. The Wells-Riley equation and dose-response model are typically used for the assessment of the average infection risk. Only in combination with the Eulerian method or the Lagrangian method can these two methods obtain the spatial distribution of airborne particles' concentration and infection risk. In contrast with the Eulerian and Lagrangian methods, the Monte-Carlo model is suitable for studying the infection risk when the behavior of individuals is highly random. Although researchers tend to use numerical methods to study the airborne transmission mechanism of COVID-19, an experimental approach could often provide stronger evidence to prove the possibility of airborne transmission than a simple numerical model. All in all, the reviewed methods are helpful in the study of the airborne transmission mechanism of COVID-19 and epidemic prevention and control.
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Affiliation(s)
- Xingwang Zhao
- School of Energy and EnvironmentSoutheast UniversityNanjingChina
| | - Sumei Liu
- Tianjin Key Laboratory of Indoor Air Environmental Quality ControlSchool of Environmental Science and EngineeringTianjin UniversityTianjinChina
| | - Yonggao Yin
- School of Energy and EnvironmentSoutheast UniversityNanjingChina
- Engineering Research Center of Building Equipment, Energy, and EnvironmentMinistry of EducationNanjingChina
| | - Tengfei (Tim) Zhang
- Tianjin Key Laboratory of Indoor Air Environmental Quality ControlSchool of Environmental Science and EngineeringTianjin UniversityTianjinChina
| | - Qingyan Chen
- Department of Building Environment and Energy EngineeringThe Hong Kong Polytechnic UniversityKowloonHong Kong SARChina
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Srivastava S, Zhao X, Manay A, Chen Q. Effective ventilation and air disinfection system for reducing coronavirus disease 2019 (COVID-19) infection risk in office buildings. SUSTAINABLE CITIES AND SOCIETY 2021; 75:103408. [PMID: 34603942 PMCID: PMC8479514 DOI: 10.1016/j.scs.2021.103408] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 09/24/2021] [Accepted: 09/25/2021] [Indexed: 05/09/2023]
Abstract
During the COVID-19 pandemic, an increasing amount of evidence has suggested that the virus can be transmitted through the air inside buildings. The ventilation system used to create the indoor environment would facilitate the transmission of the airborne infectious diseases. However, the existing ventilation systems in most buildings cannot supply sufficient clean outdoor air for diluting the virus concentration. To reduce the airborne infection risk and minimize energy consumption, especially in existing buildings with well-mixed ventilation systems, this investigation used an ultraviolet-C (UV-C) air disinfection device (Rheem's third generation products, RM3) with 99.9% disinfection efficiency to clean air carrying the COVID-19 virus (severe acute respiratory syndrome coronavirus 2, SARS-CoV-2) which could help promote environmental sustainability and create healthy cities. This investigation assessed the impact of the RM3 UV-C units on the infection risk, the number of RM3 UV-C units required, and the strategy for decreasing the infection risk, with the use of computational-fluid-dynamics (CFD) numerical simulations. An actual office building with a combination of individual offices and workstations was selected as an example for the research. According to the numerical results, the best strategy would be to use a combination of 100% outside air and UV-C in heating, ventilation and air-conditioning (HVAC) ducts with air disinfected by the RM3 UV-C units. The infection risk in the office building could thus be reduced to a negligible level. These findings could provide theoretical basis and engineering application basis for COVID-19 epidemic prevention and control.
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Affiliation(s)
- Shubham Srivastava
- Water Heater Division, Rheem Manufacturing Company Inc, Atlanta, GA 30328, USA
| | - Xingwang Zhao
- School of Energy and Environment, Southeast University, Nanjing 210096, China
| | - Ati Manay
- Water Heater Division, Rheem Manufacturing Company Inc, Atlanta, GA 30328, USA
| | - Qingyan Chen
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
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Zhao X, Sun J, Liu S, Long Z, Yin Y, Chen Q. Inverse design of the thermal environment in an airplane cockpit using the adjoint method with the momentum method. INDOOR AIR 2021; 31:1614-1624. [PMID: 33599360 DOI: 10.1111/ina.12804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/03/2021] [Accepted: 02/03/2021] [Indexed: 06/12/2023]
Abstract
Currently, the thermal environment in airplane cockpits is unsatisfactory and pilots often complain about a strong draft sensation in the cockpit. It is caused by the unreasonable air supply diffusers design. One of the best approaches to design a better cockpit environment is the adjoint method. The method can simultaneously and efficiently identify the number, size, location, and shape of air supply inlets, and the air supply parameters. However, the real air diffuser needed to design often have grilles, especially in the airplane cockpit, and the current method can only design the inlet as an opening. This study combined the adjoint method with the momentum method to directly identify the optimal air supply diffusers with grilles to create optimal thermal environment in an airplane cockpit (1) under ideal conditions and (2) with realistic constraints. Under the ideal conditions, the resulting design provides an optimal thermal environment for the cockpit, but it might not be feasible in practice. The design with realistic constraints provides acceptable thermal comfort in the cockpit, but it is not optimal. Thus, there is an engineering trade-off between design feasibility and optimization. All in all, the adjoint method with the momentum method can be effectively used to identify real air supply diffusers.
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Affiliation(s)
- Xingwang Zhao
- School of Energy and Environment, Southeast University, Nanjing, China
- Tianjin Key Laboratory of Indoor Air Environmental Quality Control, School of Environmental Science and Engineering, Tianjin University, Tianjin, China
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Jingnan Sun
- Tianjin Key Laboratory of Indoor Air Environmental Quality Control, School of Environmental Science and Engineering, Tianjin University, Tianjin, China
| | - Sumei Liu
- Tianjin Key Laboratory of Indoor Air Environmental Quality Control, School of Environmental Science and Engineering, Tianjin University, Tianjin, China
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Zhengwei Long
- Tianjin Key Laboratory of Indoor Air Environmental Quality Control, School of Environmental Science and Engineering, Tianjin University, Tianjin, China
| | - Yonggao Yin
- School of Energy and Environment, Southeast University, Nanjing, China
- Engineering Research Center of Building Equipment, Energy, and Environment, Ministry of Education, Nanjing, China
| | - Qingyan Chen
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
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