Development of reusable cloth mask with nanoparticle filtration efficiency greater than 95%

References

• Alekseeva, L. V. 2007. Theoretical aspects of predicting the electrostatic properties of textile materials. Fibre Chem. 39 (3):225–6. doi:10.1007/s10692-007-0047-2.
   Web of Science ®Google Scholar
• Aragaw, T. A. 2020. Surgical face masks as a potential source for microplastic pollution in the COVID-19 scenario. Mar. Pollut. Bull. 159:111517. doi:10.1016/j.marpolbul.2020.111517.
   PubMed Web of Science ®Google Scholar
• ASTM International. 2010. Test method for determining the initial efficiency of materials used in medical face masks to penetration by particulates using latex spheres. ASTM International. http://www.astm.org/cgi-bin/resolver.cgi?F2299F2299M-03R17.
   Google Scholar
• ASTM International. 2021. Specification for performance of materials used in medical face masks. ASTM International. http://www.astm.org/cgi-bin/resolver.cgi?F2100-19.
   Google Scholar
• Bagheri, M. H., I. Khalaji, A. Azizi, R. T. Loibl, N. Basualdo, S. Manzo, M. L. Gorrepati, S. Mehendale, C. Mohr, and S. N. Schiffres. 2021. Filtration efficiency, breathability, and reusability of improvised materials for face masks. Aerosol Sci. Technol. 55 (7):817–27. doi:10.1080/02786826.2021.1898537.
   Web of Science ®Google Scholar
• Bai, Y., L. Yao, T. Wei, F. Tian, D.-Y. Jin, L. Chen, and M. Wang. 2020. Presumed asymptomatic carrier transmission of COVID-19. JAMA 323 (14):1406. doi:10.1001/jama.2020.2565.
   PubMed Web of Science ®Google Scholar
• Bake, B., P. Larsson, G. Ljungkvist, E. Ljungström, and A.-C. Olin. 2019. Exhaled particles and small airways. Respir. Res. 20 (1):8. doi:10.1186/s12931-019-0970-9.
   PubMed Web of Science ®Google Scholar
• Bałazy, A., M. Toivola, A. Adhikari, S. K. Sivasubramani, T. Reponen, and S. A. Grinshpun. 2006. Do N95 respirators provide 95% protection level against airborne viruses, and how adequate are surgical masks? Am. J. Infect. Control. 34 (2):51–7. doi: 10.1016/j.ajic.2005.08.018.
   PubMed Web of Science ®Google Scholar
• Bhattacharjee, S., P. Bahl, C. de Silva, C. Doolan, A. A. Chughtai, D. Heslop, and C. R. MacIntyre. 2021. Experimental evidence for the optimal design of a high-performing cloth mask. ACS Biomater. Sci. Eng. 7 (6):2791–802. doi:10.1021/acsbiomaterials.1c00368.
   PubMed Web of Science ®Google Scholar
• Bradow, J. M., and G. H. Davidonis. 2000. Quantitation of fiber quality and the cotton production-processing interface: a physiologist’s perspective. J. Cotton Sci. 4 (1):31.
   Google Scholar
• Brown, R.C., and D. Wake. 1991. Air filtration by interception—Theory and experiment. J. Aerosol Sci. 22 (2): 181–86. doi:10.1016/0021-8502(91)90026-E.
   Google Scholar
• Cappa, C. D., W. D. Ristenpart, S. Barreda, N. M. Bouvier, E. Levintal, A. S. Wexler, and S. A. Roman; The San Francisco Opera Costume Department. 2022. A highly efficient cloth facemask design. Aerosol Sci. Technol. 56 (1):12–28. doi:10.1080/02786826.2021.1962795.
   Web of Science ®Google Scholar
• Centers for Disease Control and Prevention (CDC). 1998. Laboratory performance evaluation of N95 filtering facepiece respirators. MMWR. Morbidity and Mortality Weekly Report 47 (48): 1045–9.
   Google Scholar
• Chaudhuri, S., S. Basu, P. Kabi, V. R. Unni, and A. Saha. 2020. Modeling the role of respiratory droplets in Covid-19 type pandemics. Phys. Fluids (1994) 32 (6):063309. doi:10.1063/5.0015984.
   PubMed Web of Science ®Google Scholar
• Chung, H. Y. 2008. Book review, electrospinning of micro-and nanofibers: Fundamentals in separation and filtration processes. London, England: SAGE Publications Sage UK.
   Google Scholar
• Colbeck, I., and M. Lazaridis. 2014. Aerosol science: Technology and applications. 1st ed. New York: John Wiley & Sons.
   Google Scholar
• Cui, J., F. Li, and Z.-L. Shi. 2019. Origin and evolution of pathogenic coronaviruses. Nat. Rev. Microbiol. 17 (3):181–92. doi:10.1038/s41579-018-0118-9
   PubMed Web of Science ®Google Scholar
• Curtius, J., M. Granzin, and J. Schrod. 2021. Testing mobile air purifiers in a school classroom: Reducing the airborne transmission risk for SARS-CoV-2. Aerosol Sci. Technol. 55 (5):586–99. doi:10.1080/02786826.2021.1877257.
   Web of Science ®Google Scholar
• Davies, A., K.-A. Thompson, K. Giri, G. Kafatos, J. Walker, and A. Bennett. 2013. Testing the efficacy of homemade masks: Would they protect in an influenza pandemic? Disaster Med. Public Health Prep. 7 (4):413–8. doi:10.1017/dmp.2013.43.
   PubMed Web of Science ®Google Scholar
• Dbouk, T., and D. Drikakis. 2020a. On coughing and airborne droplet transmission to humans. Phys. Fluids (1994) 32 (5):053310. doi:10.1063/5.0011960.
   PubMed Web of Science ®Google Scholar
• Dbouk, T., and D. Drikakis. 2020b. On respiratory droplets and face masks. Phys. Fluids (1994) 32 (6):063303. doi:10.1063/5.0015044.
   PubMed Web of Science ®Google Scholar
• Drewnick, F., J. Pikmann, F. Fachinger, L. Moormann, F. Sprang, and S. Borrmann. 2021. Aerosol filtration efficiency of household materials for homemade face masks: Influence of material properties, particle size, particle electrical charge, face velocity, and leaks. Aerosol Sci. Technol. 55 (1):63–79. doi:10.1080/02786826.2020.1817846.
   Web of Science ®Google Scholar
• Emi, H., K. Okuyama, and N. Yoshioka. 1973. Prediction of collection efficiency of aerosols by high-porosity fibrous filter. J. Chem. Eng. Japan. 6 (4):349–54. doi:10.1252/jcej.6.349.
   Google Scholar
• Gralton, J., E. Tovey, M.-L. McLaws, and W. D. Rawlinson. 2011. The role of particle size in aerosolised pathogen transmission: A review. J. Infect. 62 (1):1–13. doi:10.1016/j.jinf.2010.11.010.
   PubMed Web of Science ®Google Scholar
• Grishanov, S. 2011. Structure and properties of textile materials. In Handbook of textile and industrial dyeing: Principles, processes and types of dyes, 28–63. Amsterdam: Elsevier Inc.
   Google Scholar
• Hao, W., G. Xu, and Y. Wang. 2021. Factors influencing the filtration performance of homemade face masks. J. Occup. Environ. Hyg. 18 (3):128–38. doi:10.1080/15459624.2020.1868482.
   PubMed Web of Science ®Google Scholar
• Hinds, W. C. 1998. Aerosol technology: Properties, behavior, and measurements of airborne particles. 2nd ed. New York: John Wiley & Sons, Inc.
   Google Scholar
• Hosseini, S. A., and H. V. Tafreshi. 2011. On the importance of fibers’ cross-sectional shape for air filters operating in the slip flow regime. Powder Technol. 212 (3):425–31. doi:10.1016/j.powtec.2011.06.025.
   Web of Science ®Google Scholar
• Huang, S.-H., C.-W. Chen, Y.-M. Kuo, C.-Y. Lai, R. McKay, and C.-C. Chen. 2013. Factors affecting filter penetration and quality factor of particulate respirators. Aerosol Air Qual. Res. 13 (1):162–71. doi:10.4209/aaqr.2012.07.0179.
   Web of Science ®Google Scholar
• Joo, T., M. Takeuchi, F. Liu, M. P. Rivera, J. Barr, E. S. Blum, E. Parker, J. H. Tipton, J. Varnedoe, B. Dutta, et al. 2021. Evaluation of particle filtration efficiency of commercially available materials for homemade face mask usage. Aerosol Sci. Technol. 55 (8):930–42. doi:10.1080/02786826.2021.1905149.
   Web of Science ®Google Scholar
• Kellogg, W. H., and G. MacMillan. 1920. An experimental study of the efficacy of gauze face masks. Am. J. Public Health (N Y) 10 (1):34–42.
   PubMedGoogle Scholar
• Konda, A., A. Prakash, G. A. Moss, M. Schmoldt, G. D. Grant, and S. Guha. 2020. Aerosol filtration efficiency of common fabrics used in respiratory cloth masks. ACS Nano 14 (5):6339–47. doi:10.1021/acsnano.0c03252.
   PubMed Web of Science ®Google Scholar
• Kowalski, W., W. Bahnfleth, and T. Whittam. 1999. Filtration of airborne microorganisms: Modeling and prediction. ASHRAE Trans. 105:4–17.
   Google Scholar
• Krishan, B., D. Gupta, G. Vadlamudi, S. Sharma, D. Chakravortty, and S. Basu. 2021. Efficacy of homemade face masks against human coughs: Insights on penetration, atomization, and aerosolization of cough droplets. Phys. Fluids (1994) 33 (9):093309. doi:10.1063/5.0061007.
   PubMed Web of Science ®Google Scholar
• Kulkarni, P., P. A. Baron, and K. Willeke. 2011. Aerosol measurement: Principles, techniques and applications. 3rd ed. Hoboken, NJ: John Wiley & Sons, Inc.
   Google Scholar
• Lee, K., and B. Liu. 1982. Theoretical study of aerosol filtration by fibrous filters. Aerosol Sci. Technol. 1 (2): 147–61. doi:10.1080/02786828208958584.
   Google Scholar
• Lee, S., and S. K. Obendorf. 2005. Statistical model of pesticide penetration through woven work clothing fabrics. Arch. Environ. Contam. Toxicol. 49 (2):266–73. doi:10.1007/s00244-004-0127-8.
   PubMed Web of Science ®Google Scholar
• Leonas, K. K., and D. Hall. 2003. The relationship of fabric properties and bacterial filtration efficiency for selected surgical face masks. J. Text. Appa. Technol. Manag. 3 (2):9.
   Google Scholar
• Leung, N. H. L., D. K. W. Chu, E. Y. C. Shiu, K.-H. Chan, J. J. McDevitt, B. J. P. Hau, H.-L. Yen, Y. Li, D. K. M. Ip, J. S. M. Peiris, et al. 2020. Respiratory virus shedding in exhaled breath and efficacy of face masks. Nat. Med. 26 (5):676–80. doi:10.1038/s41591-020-0843-2.
   PubMed Web of Science ®Google Scholar
• Lindsley, W. G., F. M. Blachere, D. H. Beezhold, B. F. Law, R. C. Derk, J. M. Hettick, K. Woodfork, W. T. Goldsmith, J. R. Harris, M. G. Duling, et al. 2021. A comparison of performance metrics for cloth masks as source control devices for simulated cough and exhalation aerosols. Aerosol Sci. Technol. 55 (10):1125–42.doi:10.1101/2021.02.16.21251850.
   PubMed Web of Science ®Google Scholar
• Liu, Y., Z. Ning, Y. Chen, M. Guo, Y. Liu, N. K. Gali, L. Sun, Y. Duan, J. Cai, D. Westerdahl, et al. 2020. Aerodynamic analysis of SARS-CoV-2 in two Wuhan hospitals. Nature 582 (7813):557–60. doi:10.1038/s41586-020-2271-3.
   PubMed Web of Science ®Google Scholar
• Lustig, S. R., J. J. H. Biswakarma, D. Rana, S. H. Tilford, W. Hu, M. Su, and M. S. Rosenblatt. 2020. Effectiveness of common fabrics to block aqueous aerosols of virus-like nanoparticles. ACS Nano 14 (6):7651–8. doi:10.1021/acsnano.0c03972.
   PubMed Web of Science ®Google Scholar
• Mainelis, G., K. Willeke, P. Baron, S. Grinshpun, and T. Reponen. 2002. Induction charging and electrostatic classification of micrometer-size particles for investigating the electrobiological properties of airborne microorganisms. Aerosol Sci. Technol. 36 (4):479–91. doi:10.1080/027868202753571304.
   Web of Science ®Google Scholar
• Martin, S. B., and E. S. Moyer. 2000. Electrostatic respirator filter media: Filter efficiency and most penetrating particle size effects. Appl. Occup. Environ. Hyg. 15 (8):609–17. doi:10.1080/10473220050075617.
   PubMedGoogle Scholar
• McCullough, N., L. Brosseau, and D. Vesley. 1997. Collection of three bacterial aerosols by respirator and surgical mask filters under varying conditions of flow and relative humidity. Annals of Occupational Hygiene 41 (6):677–90. doi:10.1016/S0003-4878(97)00022-7.
   PubMed Web of Science ®Google Scholar
• Milton, D. K., M. P. Fabian, B. J. Cowling, M. L. Grantham, and J. J. McDevitt. 2013. Influenza virus aerosols in human exhaled breath: Particle size, culturability, and effect of surgical masks. PLoS Pathogens 9 (3): e1003205. doi:10.1371/journal.ppat.1003205.
   Google Scholar
• Morawska, L., G. R. Johnson, Z. D. Ristovski, M. Hargreaves, K. Mengersen, S. Corbett, C. Y. H. Chao, Y. Li, and D. Katoshevski. 2009. Size distribution and sites of origin of droplets expelled from the human respiratory tract during expiratory activities. J. Aerosol Sci. 40 (3):256–69. doi:10.1016/j.jaerosci.2008.11.002.
   Web of Science ®Google Scholar
• Neupane, B. B., S. Mainali, A. Sharma, and B. Giri. 2019. Optical microscopic study of surface morphology and filtering efficiency of face masks. PeerJ 7 (June 26):e7142. doi:10.7717/peerj.7142.
   PubMedGoogle Scholar
• Pan, J., C. Harb, W. Leng, and L. C. Marr. 2021. Inward and outward effectiveness of cloth masks, a surgical mask, and a face shield. Aerosol Sci. Technol. 55 (6):718–33. doi:10.1080/02786826.2021.1890687.
   Web of Science ®Google Scholar
• Parienta, D., L. Morawska, G. R. Johnson, Z. D. Ristovski, M. Hargreaves, K. Mengersen, S. Corbett, C. Y. H. Chao, Y. Li, and D. Katoshevski. 2011. Theoretical analysis of the motion and evaporation of exhaled respiratory droplets of mixed composition. J. Aerosol Sci. 42 (1):1–10. doi:10.1016/j.jaerosci.2010.10.005.
   Web of Science ®Google Scholar
• Payen, J., P. Vroman, M. Lewandowski, A. Perwuelz, S. Callé-Chazelet, and D. Thomas. 2012. Influence of fiber diameter, fiber combinations and solid volume fraction on air filtration properties in nonwovens. Text. Res. J. 82 (19):1948–59. doi:10.1177/0040517512449066.
   Web of Science ®Google Scholar
• Perić, R., and M. Perić. 2020. Analytical and numerical investigation of the airflow in face masks used for protection against COVID-19 virus – Implications for mask design and usage. J. Appl. Fluid Mech. 13 (6):1911–23. doi:10.47176/jafm.13.06.31812.
   Web of Science ®Google Scholar
• Podgórski, A., A. Bałazy, and L. Gradoń. 2006. Application of nanofibers to improve the filtration efficiency of the most penetrating aerosol particles in fibrous filters. Chem. Eng. Sci. 61 (20):6804–15. doi:10.1016/j.ces.2006.07.022.
   Web of Science ®Google Scholar
• Pushpawela, B., S. Amanatidis, Y. Huang, and R. C. Flagan. 2022. Variability of the penetration of particles through facemasks. Aerosol Sci. Technol. 56 (2):186–203. doi:10.1080/02786826.2021.2003291.
   Web of Science ®Google Scholar
• Ragab, A., A. Fouda, H. El-Deeb, and H. Abou-Taleb. 2017. Determination of pore size, porosity and pore size distribution of woven structures by image analysis techniques. J. Textile Sci. Eng. 7 (5). doi:10.4172/2165-8064.1000314.
   Google Scholar
• Rengasamy, S., B. Eimer, and R. E. Shaffer. 2010. Simple respiratory protection—Evaluation of the filtration performance of cloth masks and common fabric materials against 20–1000 Nm size particles. Ann. Occup. Hyg. 54 (7):789–98. doi:10.1093/annhyg/meq044.
   Google Scholar
• Reutman, S. R., T. Reponen, M. Yermakov, and S. A. Grinshpun. 2021. Homemade facemasks: Particle filtration, breathability, fit, and other performance characteristics. J. Occup. Environ. Hyg. 18 (7):334–44. doi:10.1080/15459624.2021.1925124.
   PubMed Web of Science ®Google Scholar
• Richardson, A. W., J. P. Eshbaugh, K. C. Hofacre, and P. D. Gardner. 2006. Respirator filter efficiency testing against particulate and biological aerosols under moderate to high flow rates. Scientific and Technical Aerospace Reports 44 (26).
   Google Scholar
• Romay, F. J., B. Y. H. Liu, and S.-J. Chae. 1998. Experimental study of electrostatic capture mechanisms in commercial electret filters. Aerosol Sci. Technol. 28 (3):224–34. doi:10.1080/02786829808965523.
   Web of Science ®Google Scholar
• Rothamer, D. A., S. Sanders, D. Reindl, and T. H. Bertram. 2021. Strategies to minimize SARS-CoV-2 transmission in classroom settings: Combined impacts of ventilation and mask effective filtration efficiency. Sci. Technol. Built Environ. 27 (9):1181–203. doi:10.1080/23744731.2021.1944665.
   Web of Science ®Google Scholar
• Schiefter, H., D. Taft, and J. Porter. 1936. Effect of number of warp and filling yarns per inch and some other elements of construction on the properties of cloth. J. Res. Natl. Bur. Stan. 16 (2):139–47. doi:10.6028/jres.016.004.
   Google Scholar
• Shakya, K. M., A. Noyes, R. Kallin, and R. E. Peltier. 2017. Evaluating the efficacy of cloth facemasks in reducing particulate matter exposure. J. Expo. Sci. Environ. Epidemiol. 27 (3):352–7. doi:10.1038/jes.2016.42.
   PubMed Web of Science ®Google Scholar
• Smith, J. D., C. C. MacDougall, J. Johnstone, R. A. Copes, B. Schwartz, and G. E. Garber. 2016. Effectiveness of N95 respirators versus surgical masks in protecting health care workers from acute respiratory infection: A systematic review and meta-analysis. Canadian Med. Assoc. J. 188 (8):567–74. doi:10.1503/cmaj.150835.
   PubMed Web of Science ®Google Scholar
• Stechkina, I., A. Kirsch, and N. Fuchs. 1969. Studies on Fibrous Aerosol Filters-IV Calculation of Aerosol Deposition in Model Filters In the Range of Maximum Penetration. Ann. Occup. Hyg 12 (1): 1–8. doi:10.1093/annhyg/12.1.1.
   Google Scholar
• Stechkina, I., and N. Fuchs. 1966. Studies on fibrous aerosol filters-I. Calculation of diffusional deposition of aerosols in fibrous filters. Ann. Occup. Hyg. 9 (2):59–64. doi:10.1093/annhyg/9.2.59.
   Google Scholar
• Tcharkhtchi, A., N. Abbasnezhad, M. Zarbini Seydani, N. Zirak, S. Farzaneh, and M. Shirinbayan. 2021. An overview of filtration efficiency through the masks: Mechanisms of the aerosols penetration. Bioact. Mater. 6 (1):106–22. doi:10.1016/j.bioactmat.2020.08.002.
   PubMed Web of Science ®Google Scholar
• van Doremalen, N., T. Bushmaker, D. H. Morris, M. G. Holbrook, A. Gamble, B. N. Williamson, A. Tamin, J. L. Harcourt, N. J. Thornburg, S. I. Gerber, et al. 2020. Aerosol and surface stability of SARS-CoV-2 as compared with SARS-CoV-1. N Engl. J. Med. 382 (16):1564–7. doi:10.1056/NEJMc2004973.
   PubMed Web of Science ®Google Scholar
• Vincent, J. H. 2007. Aerosol sampling: Science, standards, instrumentation and applications. Chichester: John Wiley & Sons.
   Google Scholar
• Wagner, J., T. L. Sparks, S. Miller, W. Chen, J. M. Macher, and J. M. Waldman. 2021. Modeling the impacts of physical distancing and other exposure determinants on aerosol transmission. J. Occup. Environ. Hyg. 18 (10–11):495–509. doi:10.1080/15459624.2021.1963445.
   PubMed Web of Science ®Google Scholar
• Wang, J., S. C. Kim, and D. Y. H. Pui. 2008a. Investigation of the figure of merit for filters with a single nanofiber layer on a substrate. J. Aerosol Sci. 39 (4):323–34. doi:10.1016/j.jaerosci.2007.12.003.
   Web of Science ®Google Scholar
• Wang, J., S. C. Kim, and D. Y. H. Pui. 2008b. Figure of merit of composite filters with micrometer and nanometer fibers. Aerosol Sci. Technol. 42 (9):722–8. doi:10.1080/02786820802249133.
   Web of Science ®Google Scholar
• World Health Organization. 2020. Health emergencies preparedness and response team. In Advice on the Use of Masks in the Context of COVID-19: Interim Guidance, 5 June 2020, WHO.
   Google Scholar
• Xiao, X, and L. Qian. 2000. Investigation of Humidity-Dependent Capillary Force. Langmuir 16 (21):8153–8. doi:10.1021/la000770o.
   Web of Science ®Google Scholar
• Xie, M., and Q. Chen. 2020. Insight into 2019 novel coronavirus—An updated interim review and lessons from SARS-CoV and MERS-CoV. Int. J. Infect. Dis. 94 (May):119–24. doi:10.1016/j.ijid.2020.03.071.
   PubMedGoogle Scholar
• Yan, J., M. Grantham, J. Pantelic, S. Ehrman, and D. K. Milton. 2017. Infectious virus in exhaled breath of symptomatic seasonal influenza cases from a college community. Proc. Natl. Acad. Sci. 115 (5):1081–86. doi:10.1073/pnas.1716561115.
   Google Scholar
• Yao, B., Y. Wang, X. Ye, F. Zhang, and Y. Peng. 2019. Impact of structural features on dynamic breathing resistance of healthcare face mask. Sci. Total Environ. 689 (November):743–53. doi:10.1016/j.scitotenv.2019.06.463.
   PubMedGoogle Scholar
• Zangmeister, C. D., J. G. Radney, E. P. Vicenzi, and J. L. Weaver. 2020. Filtration efficiencies of nanoscale aerosol by cloth mask materials used to slow the spread of SARS-CoV‑2. ACS Nano 14 (7):9188–200. doi:10.1021/acsnano.0c05025.
   PubMed Web of Science ®Google Scholar
• Zhao, M., L. Liao, W. Xiao, X. Yu, H. Wang, Q. Wang, Y. L. Lin, F. S. Kilinc-Balci, A. Price, L. Chu, et al. 2020. Household materials selection for homemade cloth face coverings and their filtration efficiency enhancement with triboelectric charging. Nano Lett. 20 (7):5544–52. doi:10.1021/acs.nanolett.0c02211.
   PubMed Web of Science ®Google Scholar
• Zheng, Y.-Y., Y.-T. Ma, J.-Y. Zhang, and X. Xie. 2020. COVID-19 and the cardiovascular system. Nat. Rev. Cardiol. 17 (5):259–60. doi:10.1038/s41569-020-0360-5.
   PubMed Web of Science ®Google Scholar
• Žilinskas, P. J., T. Lozovski, V. Jankauskas, and J. Jurkšus. 2013. Electrostatic properties and characterization of textile materials affected by ion flux. Mater. Sci. 19 (1):61–6. doi:10.5755/j01.ms.19.1.3828.
   Web of Science ®Google Scholar