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The Effect of Suggested Ventilation Approaches After Covid-19 on The Probability of Infection, Number of Cases and Ventilation Rates in University Classrooms Skip to content Yıl 2024, Cilt: 9 Sayı: 1, 212 – 226, 30.07.2024
Hasan Murat Çetin Mustafa Özgünler Ümit Arpacıoğlu
https://doi.org/10.30785/mbud.1429762
Öz COVID-19 salgını sonrasında enfeksiyon kontrolü için iki havalandırma yaklaşımı benimsenmiştir. Birincisi, uluslararası kuruluşlar tarafından önerilen EN 16798-1 havalandırma standardıdır. İkincisi, enfeksiyon riskine göre belirlenen havalandırma tasarımıdır. Bu çalışmada, dört ayrı üniversite sınıfındaki çeşitli COVID-19 sonrası havalandırma senaryolarının, COVID-19 enfeksiyon olasılığı, vaka sayısı ve havalandırma oranları üzerindeki etkilerini araştırıldı. Enfeksiyon riskine dayalı havalandırma oranları ve enfeksiyon riski, SARS-CoV-2 virüsüne göre kalibre edilen Wells-Riley matematiksel modeliyle belirlenmiştir. Bulgular, EN 16798-1 havalandırma standardının dersliklerde enfeksiyon riski açısından yetersiz olabileceğini gösterdi. Enfeksiyon riskine dayalı belirlenen havalandırma oranlarının, LEED sertifikalı okullarda bile mevcut HVAC sistem kapasiteleri tarafından karşılanamayabileceğini gösterdi. Gelecekteki olası pandemilerde, salgının kontrol altına alınabilmesi için mevcut havalandırma standartlarının ve okullardaki iklimlendirme sistem tasarımlarının yeniden gözden geçirilmesi gerekmektedir.
Anahtar Kelimeler Havalandırma, COVID-19 enfeksiyon riski, Wells-Riley Model, derslikler.
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Predictive models of control strategies involved in containing indoor airborne infections. Indoor Air, 16(6), 469–481. https://doi.org/10.1111/j.1600-0668.2006.00443.x Dai, H., & Zhao, B. (2020). Association of the Infection Probability of COVID-19 with Ventilation Rates in Confined Spaces. Building Simulation 13(6),1321–27. https://doi: 10.1007/s12273-020-0703-5 Diapouli, E., Chaloulakou, A., & Koutrakis, P. (2013). Estimating the concentration of indoor particles of outdoor origin: A review. Journal of the Air & Waste Management Association, 63(10), 1113-1129. https://doi: 10.1080/10962247.2013.791649 Fears, A. C., Klimstra, W. B., Duprex, P., Hartman, A., Weaver, S. C., Plante, K. C., … & Roy, C. J. (2020). Comparative dynamic aerosol efficiencies of three emergent coronaviruses and the unusual persistence of SARS-CoV-2 in aerosol suspensions. MedRxiv. https:// 10.1101/2020.04.13.20063784 Foster, A., & Kinzel, M. (2021). Estimating COVID-19 Exposure in a Classroom Setting: A Comparison between Mathematical and Numerical Models. Physics of Fluids, 33(2), 021904. https://doi: 10.1063/5.0040755 Gammaitoni, L., & Nucci, M. C., (1997). Using a Mathematical Model to Evaluate the Efficacy of TB Control Measures. Emerging Infectious Diseases, 3(3), 335–42. https://doi: 10.3201/eid0303.970310 Gao, C. X., Li, Y., Wei, J., Cotton, S., Hamilton, M., Wang, L., & Cowling, B. J. (2021). Multi-route respiratory infection: when a transmission route may dominate. Science of the Total Environment, 752, 141856. https://doi: 10.1016/j.scitotenv.2020.141856 Guo, M., Xu, P., Xiao, T., He, R., Dai, M., & Miller, S. L. (2021). Review and comparison of HVAC operation guidelines in different countries during the COVID-19 pandemic. Building and Environment, 187, 107368. https://doi: 10.1016/j.buildenv.2020.107368 Hou, D., Katal, A., & Wang, L. (2021). Bayesian calibration of using CO2 sensors to assess ventilation conditions and associated COVID-19 airborne aerosol transmission risk in schools. medRxiv, 2021-01. https://doi.org/10.1101/2021.01.29.21250791 Jones, E., Young, A., Clevenger, K., Salimifard, P., Wu, E., Luna, M. L., … & Allen, J. (2020). Healthy schools: risk reduction strategies for reopening schools. Harvard TH Chan School of Public Health Healthy Buildings program. Acces Address (18.02.2022): https://schools.forhealth.org/wp-content/uploads/sites/19/2020/11/Harvard- Healthy-Buildings-Program-COVID19-Risk-Reduction-in-Schools-Nov-2020.pdf Kurnitski, J., Kiil, M., Wargocki, P., Boerstra, A., Seppänen, O., Olesen, B., & Morawska, L. (2021). Respiratory infection risk-based ventilation design method. Building and Environment, 206, 108387. https://doi: 10.1016/j.buildenv.2021.108387 Li, D. T., Samaranayake, L. P., Leung, Y. Y., & Neelakantan, P. (2021). Facial protection in the era of COVID‐19: A narrative review. Oral diseases, 27, 665-673. https://doi: 10.1111/odi.13460 Lipinski, T., Ahmad, D., Serey, N., & Jouhara, H. (2020). Review of ventilation strategies to reduce the risk of disease transmission in high occupancy buildings. International Journal of Thermofluids, 7, 100045. https://doi: 10.1016/j.ijft.2020.100045 Lyngse, F. P., Kirkeby, C. T., Denwood, M., Christiansen, L. E., Mølbak, K., Møller, C. H., … & Mortensen, L. H. (2022). Household transmission of SARS-CoV-2 Omicron variant of concern subvariants BA. 1 and BA. 2 in Denmark. Nature Communications, 13(1), 5760. https://doi: 10.1038/s41467-022-33498-0 Mcgill University. (2020). Mcgill University Classroom Guidelines And Standards. Acces Address (6.03.2023): https://www.mcgill.ca/tls/files/tls/mcgill_university_classroom_guidelines_and_standards_june_17_2019.pdf Miller, S. L., Nazaroff, W. W., Jimenez, J. L., Boerstra, A., Buonanno, G., Dancer, S. J., … & Noakes, C. (2021). Transmission of SARS‐CoV‐2 by inhalation of respiratory aerosol in the Skagit Valley Chorale superspreading event. Indoor Air, 31(2), 314-323. https://doi.org/10.1111/ina.12751 Nazaroff, W. W. (2022). Indoor aerosol science aspects of SARS‐CoV‐2 transmission. Indoor Air, 32(1), e12970. https://doi:10.1111/ina.12970 Park, S., Choi, Y., Song, D., & Kim, E. K. (2021). Natural ventilation strategy and related issues to prevent coronavirus disease 2019 (COVID-19) airborne transmission in a school building. Science of the Total Environment, 789, 147764. https://doi: 10.1016/j.scitotenv.2021.147764 REHVA. (2021). How to operate HVAC and other building service systems to prevent the spread of the coronavirus (SARS-CoV-2) disease (COVID-19) in workplaces. REHVA. Federation of European Heating, Ventilation and Air Conditioning Association. Acces Address (6.03.2024): https://www.rehva.eu/fileadmin/user_upload/REHVA_COVID-19_guidance_document_V4.1_15042021.pdf Schibuola, L., & Tambani, C. (2021). High energy efficiency ventilation to limit COVID-19 contagion in school environments. Energy and Buildings, 240, 110882. https://doi: 10.1016/j.enbuild.2021.110882 Stabile, L., Pacitto, A., Mikszewski, A., Morawska, L., & Buonanno, G. (2021). Ventilation procedures to minimize the airborne transmission of viruses in classrooms. Building and environment, 202, 108042. https://doi: 10.1016/j.buildenv.2021.108042 Stephens, B. (2012). HVAC filtration and the Wells-Riley approach to assessing risks of infectious airborne diseases. National Air Filtration Association (NAFA) Foundation Report. Acces Address (6.03.2024): https://built- envi.com/publications/nafa_iit_wellsriley%20-%20FINAL.pdf Sze To, G. N., & Chao, C. Y. H. (2010). Review and comparison between the Wells–Riley and dose‐response approaches to risk assessment of infectious respiratory diseases. Indoor Air, 20(1), 2-16. https://doi: 10.1111/j.1600- 0668.2009.00621.x Thatcher, T. L., Lai, A. C., Moreno-Jackson, R., Sextro, R. G., & Nazaroff, W. W. (2002). Effects of room furnishings and air speed on particle deposition rates indoors. Atmospheric Environment, 36(11), 1811-1819. https://doi: 10.1016/S1352-2310(02)00157-7 The University of British Columbia. (2014). UBC Learning Space Design Guidelines. Acces Address (4.03.2023): https://infrastructuredevelopment.ubc.ca/wp-content/uploads/2016/12/LearningSpaceDesignGuidelines.pdf University of California. (2015). Design guidelines. Acces Address (4.07.2023): https://its.ucsc.edu/media- system-design/Draft-Classroom-Guidelines-3-12-15.pdf University of Michigan. (2012). University Of Michigan Considerations for Planning New General Purpose Classrooms. Acces Address (5.02.2023): https://provost.umich.edu/wp- content/uploads/2022/06/ClassroomPlanningConsiderations.pdf University of Toronto. (2012). Design Criteria For Classrooms University Of Toronto. Acces Address (12.11.2023): https://lsm.utoronto.ca/standard/standards_ut/Design%20Criteria%20for%20Classrooms%202012_07_09.pdf Van Doremalen, N., Bushmaker, T., Morris, D. H., Holbrook, M. G., Gamble, A., Williamson, B. N., … & Munster, V. J. (2020). Aerosol and surface stability of SARS-CoV-2 as compared with SARS-CoV-1. New England journal of medicine, 382(16), 1564-1567. https://doi: 10.1056/NEJMc2004973 Vignolo, A., Gómez, A. P., Draper, M., & Mendina, M. (2022). Quantitative assessment of natural ventilation in an elementary school classroom in the context of COVID-19 and its impact in airborne transmission. Applied Sciences, 12(18), 9261. https://doi: 10.3390/app12189261 Welsch, R., Hecht, H., Chuang, L., & von Castell, C. (2020). Interpersonal Distance in the SARS-CoV-2 Crisis. Human Factors, 62(7), 1095-1101. https://doi.org/10.1177/0018720820956858 World Health Organization. (2021). Roadmap to improve and ensure good indoor ventilation in the context of COVID-19. Acces Address (6.04.2024): https://iris.who.int/bitstream/handle/10665/339857/9789240021280- eng.pdf?sequence=1&isAllowed=y Yan, Y., Li, X., Shang, Y., & Tu, J. (2017). Evaluation of airborne disease infection risks in an airliner cabin using the Lagrangian-based Wells-Riley approach. Building and Environment, 121, 79-92. https://doi: 10.1016/j.buildenv.2017.05.013 Yang, W., & Marr, L. C. (2011). Dynamics of airborne influenza A viruses indoors and dependence on humidity. PLOS ONE, 6(6), e21481. https://doi: 10.1371/journal.pone.0021481 Yılmazoğlu, M. Z. (2020). Covid-19 Enfeksiyon Riski Hesaplama Aracı. Türk Tesisat Mühendisleri Derneği Dergisi, 127, 76-78. Acces Address (13.10.2023): https://www.ttmd.org.tr/upload/files/18912ttmd-dergisi-127.pdf Zhang, S., & Lin, Z. (2021). Dilution-based evaluation of airborne infection risk-Thorough expansion of Wells-Riley model. Building and Environment, 194, 107674. https://doi: 10.1016/j.buildenv.2021.107674
The Effect of Suggested Ventilation Approaches After Covid-19 on The Probability of Infection, Number of Cases and Ventilation Rates in University Classrooms Yıl 2024, Cilt: 9 Sayı: 1, 212 – 226, 30.07.2024
Hasan Murat Çetin Mustafa Özgünler Ümit Arpacıoğlu
https://doi.org/10.30785/mbud.1429762
Öz After COVID-19, two ventilation approaches have been adopted for infection control. The first is the EN 16798-1 ventilation standard recommended by international organizations. The second is ventilation design, determined according to the risk of infection. This study investigated the effects of various post-COVID-19 ventilation scenarios on the probability of COVID-19 infection, the number of cases, and ventilation rates in four separate university classrooms. Ventilation rates based on infection risk and infection risk were determined by the Wells-Riley mathematical model calibrated to the SARS-CoV-2 virus. The findings showed that the EN 16798-1 ventilation standard may be inadequate in terms of infection risk in classrooms. It showed that ventilation rates determined based on infection risk may not be met by existing HVAC system capacities, even in LEED-certified schools. In possible future pandemics, current ventilation standards and air conditioning system designs in schools should be reviewed in order to control the outbreak.
Anahtar Kelimeler Ventilation, COVID-19 infection risk, Wells-Riley Model, classrooms.
Etik Beyan All authors contributed equally to the article. There is no conflict of interest.
Teşekkür We would like to thank Mimar Sinan Fine Arts University, Department of Building Physics and Materials for their support and contribution.
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Bayesian calibration of using CO2 sensors to assess ventilation conditions and associated COVID-19 airborne aerosol transmission risk in schools. medRxiv, 2021-01. https://doi.org/10.1101/2021.01.29.21250791 Jones, E., Young, A., Clevenger, K., Salimifard, P., Wu, E., Luna, M. L., … & Allen, J. (2020). Healthy schools: risk reduction strategies for reopening schools. Harvard TH Chan School of Public Health Healthy Buildings program. Acces Address (18.02.2022): https://schools.forhealth.org/wp-content/uploads/sites/19/2020/11/Harvard- Healthy-Buildings-Program-COVID19-Risk-Reduction-in-Schools-Nov-2020.pdf Kurnitski, J., Kiil, M., Wargocki, P., Boerstra, A., Seppänen, O., Olesen, B., & Morawska, L. (2021). Respiratory infection risk-based ventilation design method. Building and Environment, 206, 108387. https://doi: 10.1016/j.buildenv.2021.108387 Li, D. T., Samaranayake, L. P., Leung, Y. Y., & Neelakantan, P. (2021). Facial protection in the era of COVID‐19: A narrative review. Oral diseases, 27, 665-673. https://doi: 10.1111/odi.13460 Lipinski, T., Ahmad, D., Serey, N., & Jouhara, H. (2020). Review of ventilation strategies to reduce the risk of disease transmission in high occupancy buildings. International Journal of Thermofluids, 7, 100045. https://doi: 10.1016/j.ijft.2020.100045 Lyngse, F. P., Kirkeby, C. T., Denwood, M., Christiansen, L. E., Mølbak, K., Møller, C. H., … & Mortensen, L. H. (2022). Household transmission of SARS-CoV-2 Omicron variant of concern subvariants BA. 1 and BA. 2 in Denmark. Nature Communications, 13(1), 5760. https://doi: 10.1038/s41467-022-33498-0 Mcgill University. (2020). Mcgill University Classroom Guidelines And Standards. Acces Address (6.03.2023): https://www.mcgill.ca/tls/files/tls/mcgill_university_classroom_guidelines_and_standards_june_17_2019.pdf Miller, S. L., Nazaroff, W. W., Jimenez, J. L., Boerstra, A., Buonanno, G., Dancer, S. J., … & Noakes, C. (2021). Transmission of SARS‐CoV‐2 by inhalation of respiratory aerosol in the Skagit Valley Chorale superspreading event. Indoor Air, 31(2), 314-323. https://doi.org/10.1111/ina.12751 Nazaroff, W. W. (2022). Indoor aerosol science aspects of SARS‐CoV‐2 transmission. Indoor Air, 32(1), e12970. https://doi:10.1111/ina.12970 Park, S., Choi, Y., Song, D., & Kim, E. K. (2021). Natural ventilation strategy and related issues to prevent coronavirus disease 2019 (COVID-19) airborne transmission in a school building. Science of the Total Environment, 789, 147764. https://doi: 10.1016/j.scitotenv.2021.147764 REHVA. (2021). How to operate HVAC and other building service systems to prevent the spread of the coronavirus (SARS-CoV-2) disease (COVID-19) in workplaces. REHVA. Federation of European Heating, Ventilation and Air Conditioning Association. Acces Address (6.03.2024): https://www.rehva.eu/fileadmin/user_upload/REHVA_COVID-19_guidance_document_V4.1_15042021.pdf Schibuola, L., & Tambani, C. (2021). High energy efficiency ventilation to limit COVID-19 contagion in school environments. Energy and Buildings, 240, 110882. https://doi: 10.1016/j.enbuild.2021.110882 Stabile, L., Pacitto, A., Mikszewski, A., Morawska, L., & Buonanno, G. (2021). Ventilation procedures to minimize the airborne transmission of viruses in classrooms. Building and environment, 202, 108042. https://doi: 10.1016/j.buildenv.2021.108042 Stephens, B. (2012). HVAC filtration and the Wells-Riley approach to assessing risks of infectious airborne diseases. National Air Filtration Association (NAFA) Foundation Report. Acces Address (6.03.2024): https://built- envi.com/publications/nafa_iit_wellsriley%20-%20FINAL.pdf Sze To, G. N., & Chao, C. Y. H. (2010). Review and comparison between the Wells–Riley and dose‐response approaches to risk assessment of infectious respiratory diseases. Indoor Air, 20(1), 2-16. https://doi: 10.1111/j.1600- 0668.2009.00621.x Thatcher, T. L., Lai, A. C., Moreno-Jackson, R., Sextro, R. G., & Nazaroff, W. W. (2002). Effects of room furnishings and air speed on particle deposition rates indoors. Atmospheric Environment, 36(11), 1811-1819. https://doi: 10.1016/S1352-2310(02)00157-7 The University of British Columbia. (2014). UBC Learning Space Design Guidelines. Acces Address (4.03.2023): https://infrastructuredevelopment.ubc.ca/wp-content/uploads/2016/12/LearningSpaceDesignGuidelines.pdf University of California. (2015). Design guidelines. Acces Address (4.07.2023): https://its.ucsc.edu/media- system-design/Draft-Classroom-Guidelines-3-12-15.pdf University of Michigan. (2012). University Of Michigan Considerations for Planning New General Purpose Classrooms. Acces Address (5.02.2023): https://provost.umich.edu/wp- content/uploads/2022/06/ClassroomPlanningConsiderations.pdf University of Toronto. (2012). Design Criteria For Classrooms University Of Toronto. Acces Address (12.11.2023): https://lsm.utoronto.ca/standard/standards_ut/Design%20Criteria%20for%20Classrooms%202012_07_09.pdf Van Doremalen, N., Bushmaker, T., Morris, D. H., Holbrook, M. G., Gamble, A., Williamson, B. N., … & Munster, V. J. (2020). Aerosol and surface stability of SARS-CoV-2 as compared with SARS-CoV-1. New England journal of medicine, 382(16), 1564-1567. https://doi: 10.1056/NEJMc2004973 Vignolo, A., Gómez, A. P., Draper, M., & Mendina, M. (2022). Quantitative assessment of natural ventilation in an elementary school classroom in the context of COVID-19 and its impact in airborne transmission. Applied Sciences, 12(18), 9261. https://doi: 10.3390/app12189261 Welsch, R., Hecht, H., Chuang, L., & von Castell, C. (2020). Interpersonal Distance in the SARS-CoV-2 Crisis. Human Factors, 62(7), 1095-1101. https://doi.org/10.1177/0018720820956858 World Health Organization. (2021). Roadmap to improve and ensure good indoor ventilation in the context of COVID-19. Acces Address (6.04.2024): https://iris.who.int/bitstream/handle/10665/339857/9789240021280- eng.pdf?sequence=1&isAllowed=y Yan, Y., Li, X., Shang, Y., & Tu, J. (2017). Evaluation of airborne disease infection risks in an airliner cabin using the Lagrangian-based Wells-Riley approach. Building and Environment, 121, 79-92. https://doi: 10.1016/j.buildenv.2017.05.013 Yang, W., & Marr, L. C. (2011). Dynamics of airborne influenza A viruses indoors and dependence on humidity. PLOS ONE, 6(6), e21481. https://doi: 10.1371/journal.pone.0021481 Yılmazoğlu, M. Z. (2020). Covid-19 Enfeksiyon Riski Hesaplama Aracı. Türk Tesisat Mühendisleri Derneği Dergisi, 127, 76-78. Acces Address (13.10.2023): https://www.ttmd.org.tr/upload/files/18912ttmd-dergisi-127.pdf Zhang, S., & Lin, Z. (2021). Dilution-based evaluation of airborne infection risk-Thorough expansion of Wells-Riley model. Building and Environment, 194, 107674. https://doi: 10.1016/j.buildenv.2021.107674 Toplam 47 adet kaynakça vardır.
Ayrıntılar Birincil Dil İngilizce Konular Afet Yardım Mimarisi, Mimari Bilim ve Teknoloji, Mimarlık (Diğer), Fiziksel Çevre Kontrolü Bölüm Araştırma Makaleleri Yazarlar Hasan Murat Çetin ATATURK UNIVERSITY 0000-0001-8226-8243 Türkiye
Mustafa Özgünler Mimar Sinan Güzel Sanatlar Üniversitesi 0000-0002-5800-3314 Türkiye
Ümit Arpacıoğlu MIMAR SINAN FINE ARTS UNIVERSITY 0000-0001-8858-7499 Türkiye
Yayımlanma Tarihi 30 Temmuz 2024 Gönderilme Tarihi 1 Şubat 2024 Kabul Tarihi 5 Mayıs 2024 Yayımlandığı Sayı Yıl 2024 Cilt: 9 Sayı: 1
Kaynak Göster APA Çetin, H. M., Özgünler, M., & Arpacıoğlu, Ü. (2024). The Effect of Suggested Ventilation Approaches After Covid-19 on The Probability of Infection, Number of Cases and Ventilation Rates in University Classrooms. Journal of Architectural Sciences and Applications, 9(1), 212-226. https://doi.org/10.30785/mbud.1429762
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