Thermal imaging for the operator's comfort assessment in the aspect of the COVID-19 pandemic

Marek Kisilowski; Krzysztof Stypułkowski

doi:10.5604/01.3001.0015.3275

Authors

Marek Kisilowski Warsaw University of Technology, Faculty of Management, Warsaw Author https://orcid.org/0000-0002-8084-5008
Krzysztof Stypułkowski Warsaw University of Technology, Faculty of Transport, Warsaw Author https://orcid.org/0000-0002-9374-7933

DOI:

https://doi.org/10.5604/01.3001.0015.3275

Keywords:

transport vehicles, ambulance equipment, COVID-19, thermal imaging, thermal comfort, suit protecting

Abstract

The article aims to preliminary analyze and identify the working conditions of an operator wearing disposable personal protective equipment and features and usability of the suit. The characteristics of the thermal image for an operator wearing a personal protection suit will be used as part of the IT system for comfort assessment. The system will allow the assessment of the operator's comfort based on thermograms. It will also detect dangerous situations resulting from the operator's work in such an outfit or overalls. The hazardous conditions for operators are related to the symptoms of thermal discomfort leading to overheating the body and, consequently, fainting. These situations may cause accidents and reduce the quality of the activities performed. The current legal status was considered when referring to selected social aspects in the management and quality of work of an operator wearing a COVID-19 protective suit. References are made to documents on legislative acts in Poland and Europe to limit the risk from biological agents. This part of the article refers to a vital study by Majchrzycka and Okrasa (2019, the Central Institute for Labor Protection - National Research Institute) presenting the rules for the safe use of non-biocidal respiratory protective equipment. This included obligations of the employer. The employer is obliged to take preventive measures against exposition of employees to harmful biological agents, including airtight measures and personal protective equipment. The article emphasizes selected medical aspects of working in personal protective clothing during the COVID-19 pandemic. Referring to the study (Sobolewski, 2014), according to the authors, the presented case reflects the working conditions of an operator wearing a disposable protective suit. Microclimate parameters and changing metabolism define the hot thermal environment in the entioned standard. The article presents the results of thermovision inspection of the operator of technical means of transport working in a suit protecting against COVID-19 infection, constituting one-off personal protection. The individual elements included in the protective set of disposable personal protection have been described. The following research stage is preparing thermograms, which show the operator in a protective case before, during, and after work. Thermograms have been classified and commented on.

References

Babaahmadi, V., Amid, H., Naeimirad, M., & Ramakrishna, S. (2021). Biodegradable and multifunctional surgical face masks: A brief review on demands during COVID-19 pandemic, recent developments, and future perspectives. The Science of the Total Environment, 798, 149233. https://doi.org/10.1016/j.scitotenv.2021.149233.

Bach, A. J., Stewart, I. B., Disher, A. E., & Costello, J. T. (2015). A comparison between conductive and infrared devices for measuring mean skin temperature at rest, during exercise in the heat, and recovery. PLOS ONE, 10 (2), e0117907. https://doi.org/10.1371/journal.pone.0117907.

Barnawi, A., Chhikara, P., Tekchandani, R., Kumar, N., & Alzahrani, B. (2021). Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging. Future Generations Computer Systems, 124, 119-132. https://doi.org/10.1016/j.future.2021.05.019.

Bartkowiak, G., & Dąbrowska, A. (2020). Wymagania, dobór i użytkowanie kombinezonów ochronnych w okresie pandemii. Bezpieczeństwo Pracy: nauka i praktyka, 4, 20-21. Retrieved from https://m.ciop.pl/CIOPPortal-WAR/appmanager/

Beck, M. J., & Hensher, D. A. (2021). Australia 6 months After COVID-19 Restrictions-Part 1: Changes to Travel Activity and Attitude to Measures. Transport Policy. In Press. https://doi.org/10.1016/j.tranpol.2021.06.006.

Beck, M. J., Hensher, D. A., & Nelson, J. D. (2021). Public transport trends in Australia during the COVID-19 pandemic: An investigation of the influence of bio-security concerns on trip behaviour. Journal of Transport Geography, 96,103167. https://doi.org/10.1016/j.jtrangeo.2021.103167.

Budd, L., & Ison, S. (2020). Responsible Transport: A post-COVID agenda for transport policy and practice. Transportation Research Interdisciplinary Perspectives, 6, 100151. https://doi.org/10.1016/j.trip.2020.100151.

Burzo, M., Abouelenien, M., Pérez-Rosas, V., Wicaksono, C., Tao, Y., & Mihalcea, R. (2014, November). Using infrared thermography and biosensors to detect thermal discomfort in a building’s inhabitants. In ASME International Mechanical Engineering Congress and Exposition (Vol. 46521, p. V06BT07A015). American Society of Mechanical Engineers. https://doi.org/10.1115/IMECE2014-40269.

Cieśla, M., Sobota, A., & Jacyna, M. (2020). Multi-Criteria decision making process in metropolitan transport means selection based on the sharing mobility idea. Sustainability, 12(17), 7231. https://doi.org/10.3390/su12177231.

De Oliveira, F., Moreau, S., Gehin, C., & Dittmar, A. (2007, August). Infrared imaging analysis for thermal comfort assessment. In 2007 29th Annual international conference of the IEEE engineering in medicine and biology society (pp. 3373-3376). IEEE. https://doi.org/10.1109/IEMBS.2007.4353054

DEC, 2000. Directive 2000/54/EC of the European Parliament and of the Council of 18 September 2000 on the protection of workers from risks related to exposure to biological agents at work (seventh individual directive within the meaning of Article 16(1) of Directive 89/391/EEC).

DIN EN 143:2021-07, Respiratory protective devices - Particle filters - Requirements, testing, marking.

Emercator, 2021. https://emercator.com/pl/opero-cap-non-woven.html?id=emercator_zakupowa&gclid=EAIaIQob-ChMIwbzL15-H8AIV-kNayCh3ZJAgREAkYCCABEgKLr_D_BwE.

EU, 2016. Regulation (EU) 2016/425 of the European Parliament and of the Council of 9 March 2016 on personal protective equipment and repealing Council Directive 89/686/EEC.

Farooq, M. A., & Corcoran, P. (2020, June). Infrared imaging for human thermography and breast tumor classification using thermal images. In 2020 31st Irish Signals and Systems Conference (ISSC) (pp. 1-6). IEEE. https://doi.org/10.1109/ISSC49989.2020.9180164.

Filter, 2021. https://www.filter-service.eu/pl/Polmaska-filtrujaca-FS-O30V-FFP3-NR-D.37.210.

FLIR, 2009. FLIR infrared cameras help detect the spreading of swine flu and other viral diseases. Available online: applegate.co.uk., 29 April 2009. Accessed on 10 Sept 2021.

Fumagalli, L. A. W., Rezende, D. A., & Guimarães, T. A. (2021). Challenges for public transportation: Consequences and possible alternatives for the Covid-19 pandemic through strategic digital city application. Journal of Urban Management, 10(2), 97-109. https://doi.org/10.1016/j.jum.2021.04.002.

Garibaldi, B.T., Ruparelia, C., Shaw-Saliba, K., Sauer, L.M. Maragakis, L.L., Glancey, M., Subah, M., Nelson, A.R., Wilkason, C., Scavo, L., Litwin, L., Osei, P., & Yazdi, Y. (2019). A novel personal protective equipment coverall was rated higher than standard Ebola virus personal protective equipment in terms of comfort, mobility and perception of safety when tested by health care workers in Liberia and in a United States biocontainment unit. American journal of infection control, 47(3), 298-304. https://doi.org/10.1016/j.ajic.2018.08.014.

Jacyna, M., & Semenov, I. (2020). Models of vehicle service system supply under information uncertainty. Eksploatacja i Niezawodnosc – Maintenance and Reliability, 22(4), 694–704, http://dx.doi.org/10.17531/ein.2020.4.13.

Jacyna, M., & Zak, J. (2016). Simulation models in testing reliability of transport process. Journal of KONBiN, 37(1), 203. https://doi.org/10.1515/jok-2016-0010.

Jacyna, M., Szczepański, E., Izdebski, M., Jasiński, S., & Maciejewski, M. (2018). Characteristics of event recorders in Automatic Train Control systems. Archives of Transport, 46(2), 61-70. https://doi.org/10.5604/01.3001.0012.2103.

Jenelius, E., & Cebecauer, M. (2020). Impacts of COVID-19 on public transport ridership in Sweden: Analysis of ticket validations, sales and passenger counts. Transportation Research Interdisciplinary Perspectives, 8, 100242. https://doi.org/10.1016/j.trip.2020.100242.

Kylili, A., Fokaides, P. A., Christou, P., & Kalogirou, S. A. (2014). Infrared thermography (IRT) applications for building diagnostics: A review. Applied Energy, 134, 531-549. https://doi.org/10.1016/j.apenergy.2014.08.005.

LC, 2020. Labor Code (Poland) - Act of 26 June 1974, Journal of Laws. Dz. U. z 2020 r. poz. 1320, z 2021, r. poz. 1162.

Lewczuk, K., & Kłodawski, M. (2020). Logistics information processing systems on the threshold of IoT. Scientific Journal of Silesian University of Technology. Series Transport, 107, 85-94. https://doi.org/10.20858/sjsutst.2020.107.6.

Li, D., Menassa, C. C., & Kamat, V. R. (2018). Non-intrusive interpretation of human thermal comfort through analysis of facial infrared thermography. Energy and Buildings, 176, 246-261. https://doi.org/10.1016/j.enbuild.2018.07.025

Majchrzycka, K., & Okrasa, M. (2019). Dobór sprzętu ochrony układu oddechowego do zagrożeń biologicznych. Central Institute for Labor Protection – National Research Institute. Retrieved from https://www.ciop.pl/CIOPPortalWAR/file/88261/Materialy-informacyjne-uzytkownicy-K-Majchrzycka.pdf.

Metzmacher, H., Wölki, D., Schmidt, C., Frisch, J., & van Treeck, C. (2018). Real-time human skin temperature analysis using thermal image recognition for thermal comfort assessment. Energy and Buildings, 158, 1063-1078. https://doi.org/10.1016/j.enbuild.2017.09.032.

MoLSP, 2003. Regulation of the Minister of Labor and Social Policy (Poland) of 26 September 1997, Journal of Laws of 2003, No. 169, item 1650, as amended, and of 2001, No. 173, item 1034.

Netzelmann, U., Walle, G., Lugin, S., Ehlen, A., Bessert, S., & Valeske, B. (2016). Induction thermography: principle, applications and first steps towards standardisation. Quantitative InfraRed Thermography Journal, 13(2), 170-181. https://doi.org/10.1080/17686733.2016.1145842.

Ordun, C., Raff, E., & Purushotham, S. (2020). The use of AI for thermal emotion recognition: A review of problems and limitations in standard design and data. arXiv preprint arXiv:2009.10589.

Oxyline, 2021. https://www.oxyline.eu/pl.

Reis, 2021. https://reis.artbhp.pl/product,OT-FORTPRO-VI_SP_YCB,oslona-twarzy-z-nausznikami.

Ring, E. F. J., Jung, A., Kalicki, B., Zuber, J., Rustecka, A., & Vardasca, R. (2013). New standards for fever screening with thermal imaging systems. Journal of Mechanics in Medicine and Biology, 13(02), 1350045. https://doi.org/10.1142/S0219519413500450.

RoMH, 2008. Regulation of the Minister of Health (Poland) of 22 April 2005, Dz. U. 2005 Nr 81 poz. 716 with later changes, Dz. U. 2008 No 48 item 288.

Rudyk, T., Szczepański, E., & Jacyna, M. (2019). Safety factor in the sustainable fleet management model. Archives of Transport, 49(1), 103-114. https://doi.org/10.5604/01.3001.0013.2780.

Skamex, 2021. https://www.skamex.com.pl/re-kawice-chirurgiczne-sempermed-derma-pf.

Sobolewski, A. (2014). Ocena obciążeń cieplnych osób narażonych na zmienne w czasie środowisko termiczne. Central Institute for Labor Protection – National Research Institute. Retrieved from https://www.ciop.pl/

Stypułkowski, K., Gołda, P., Lewczuk, K., Tomaszewska, J. (2021). Monitoring System for Railway Infrastructure Elements Based on Thermal Imaging Analysis. Sensors 21(11), 3819. https://doi.org/10.3390/s21113819.

Szaciłło, L., Jacyna, M., Szczepański, E., & Izdebski, M. (2021). Risk assessment for rail freight transport operations. Eksploatacja i Niezawodnosc – Maintenance and Reliability, 23(3), 476-488. http://doi.org/10.17531/ein.2021.3.8.

UNE EN 149:2001+A1:2010, Respiratory protective devices - Filtering half masks to protect against particles - Requirements, testing, marking.

UNE EN ISO 7933:2005, Ergonomics of the thermal environment - Analytical determination and interpretation of heat stress using calculation of the predicted heat strain (ISO 7933:2004).