A Real-Time Location System Design for Production Facilities Working under COVID-19 Pandemic Precautions

Year 2023, Volume: 6 Issue: 1, 34 - 42, 15.03.2023

Sena Kır

https://doi.org/10.38016/jista.1015515

Abstract

By reason of the COVID-19 pandemic, essential digital transformations are taking place in many areas of business life. Although the most important one of these transformations is due to the widespread use of the remote working model, the production sector does not have the opportunity to switch to such a model completely. Therefore, it is inevitable to maintain social distance to prevent the spread of COVID-19 while working in production facilities. In this study, a real-time location system (RTLS) model is proposed to keep track of social distance in production facilities and to ensure occupational health safety (OHS) at the same time. Since the social distance rule is essential for every production facility, the most important feature of the proposed system is that it can easily be integrated into the standard personnel tracking system in almost every enterprise. Besides, the proposed RTLS is designed as an efficient system based on ultra-wideband and radio-frequency identification, which can operate as a closed-loop monitoring system within itself. An adequately installed RTLS can monitor the position of employees in real-time and provides to intervene in the situation instantly when necessary. In case of a violation of social distance or a situation against OHS, it can be prevented instantly by the proposed system. It is also a useful model in the management of emergencies.

Keywords

COVID-19, digital transformation, occupational health and safety, radio-frequency identification, real-time location system, ultra-wideband.

COVID-19 Pandemi Önlemleri Altında Çalışan Üretim Tesisleri için Gerçek

Abstract

COVID-19 pandemisi nedeniyle iş hayatının birçok alanında önemli dijital dönüşümler yaşanmaktadır. Bu dönüşümlerden en önemlisi uzaktan çalışma modelinin yaygınlaşmasından kaynaklansa da üretim sektörü tam anlamıyla böyle bir modele geçme imkânına sahip değildir. Bu nedenle üretim tesislerinde çalışırken COVID-19'un yayılmasını önlemek için sosyal mesafeyi korumak kaçınılmazdır. Bu çalışmada, üretim tesislerinde sosyal mesafenin takibi ve aynı zamanda iş sağlığı güvenliğinin (İSG) sağlanması için gerçek zamanlı konumlandırma sistemi (RTLS) modeli önerilmiştir. Sosyal mesafe kuralı her üretim tesisi için gerekli olduğundan önerilen sistemin en önemli özelliği hemen her işletmede standart personel takip sistemine kolaylıkla entegre edilebilmesidir. Ayrıca önerilen RTLS, kendi içinde kapalı çevrim izleme sistemi olarak çalışabilen, ultra geniş bant ve radyo frekansı tanımlamaya dayalı verimli bir sistem olarak tasarlanmıştır. Yeterli bir şekilde kurulmuş bir RTLS, çalışanların pozisyonunu gerçek zamanlı olarak izleyebilir ve gerektiğinde duruma anında müdahale edilmesini sağlar. Sosyal mesafenin ihlali veya İSG'ye aykırı bir durum olması halinde önerilen sistem ile anlık olarak engellenebilmektedir. Ayrıca acil durumların yönetimi içinde faydalı bir modeldir.

Keywords

Covid-19, dijital dönüşüm, iş sağlığı ve güvenliği, gerçek zamanlı konumlandırma sistemi, radyo frekansı ile tanımlama, ultra geniş bant

References

• Araya, F., 2021. Modeling the spread of COVID-19 on construction workers: An agent-based approach. Safety Science, 133, 105022.
• Arrahmah, A. I., & Ramadhan, S. 2021. Development of Wearable System to Help Preventing the Spread of Covid-19 in Public Indoor Area. International Journal of Advanced Computer Science and Applications, 12(11).
• Astafiev, A., Zhiznyakov, A. & Privezentsev, D., 2019. Development of Indoor Positioning Algorithm Based on Bluetooth Low Energy beacons for Building RTLS-Systems. In Proceedings of the International Russian Automation Conference (RusAutoCon), Sochi, Russia.
• Barro-Torres, S., Fernández-Caramés, T. M., Pérez-Iglesias, H. J. & Escudero, C. J., 2012. Real-time personal protective equipment monitoring system. Computer Communications, 36, 42–50.
• Bartsch, S., Weber, E., Büttgen, M. & Huber, A., 2020. Leadership matters in crisis-induced digital transformation: how to lead service employees effectively during the COVID-19 pandemic. Journal of Service Management, 32(1), 71-85.
• Bayrakdar, M. E., 2019. Cost Efficient Sensor Node Placement Approach for Using Minimum Number of Node in Wireless Sensor Networks. Bilecik Şeyh Edebali University Journal of Science, 6, 59-73. (In Turkish)
• Chon, H. D., Jun, S., Jung, H. & An, S. W., 2004. Using RFID for accurate positioning. Journal of Global Positioning Systems, 3(1-2), 32-39.
• Dash, A., 2009. Lost+ found: making the right choice in equipment location systems. Health Facilities Management, 22(11), 19-21.
• Ding, B., Chen, L., Chen, D. & Yuan, H., 2008. Application of RTLS in warehouse management based on RFID and Wi-Fi. 4th International Conference on Wireless Communications, Networking and Mobile Computing, Dalian, China.
• Dong, S., Li, H. & Yin, Q., 2018. Building information modeling in combination with real time location systems and sensors for safety performance enhancement. Safety Science, 102, 226-237.
• Dwivedi, Y. K, Hughes, D. L, Coombs, C., Constantiou, I., Duan, Y., Edwards, J.S., Gupta, B., Lal, B., Misra, S., Prashant, P., Ramam, R., Rana, N.P., Sharma, S.K. & Upadhyay, N., 2020. Impact of COVID-19 pandemic on information management research and practice: Transforming education, work and life. International Journal Information Management, 55, 102211.
• Ho, H. J., Zhang, Z. X., Huang, Z., Aung, A.H., Lim, W.Y. & Chow, A., 2020. Use of a real-time locating system for contact tracing of health care workers during the COVID-19 pandemic at an infectious disease center in Singapore: validation study. Journal of Medical Internet Research, 22, e19437.
• Huang, S., Guo, Y., Zha, S., Wang, F. & Fang, W., 2017. A real-time location system based on RFID and UWB for digital production workshop. Procedia Cirp, 63, 132-137.
• Huircán, J. I., Muñoz, C., Young, H., Von Dossow, L., Bustos, J., Vivallo, G. & Toneatti, M., 2010. ZigBee-based wireless sensor network localization for cattle monitoring in grazing fields. Computers and Electronics in Agriculture, 74(2), 258-264.
• Jeong, I. C., Bychkov, D., Hiser, S., Kreif, J. D., Klein, L. M., Hoyer, E. H. & Searson, P. C., 2017. Using a real-time location system for assessment of patient ambulation in a hospital setting. Archives of Physical Medicine and Rehabilitation, 98(7), 1366-1373.
• Kang, S. K., 2020. COVID-19 and Middle East respiratory syndrome infections in health-care workers in Korea. Safety and Health at Work, 11(2), 125-126.
• Kim, E. A., 2020. Social distancing and public health guidelines at workplaces in Korea: responses to coronavirus disease-19. Safety and Health at Work, 11(3), 275-283.
• Kirch, M., Poenicke, O. & Richter, K., 2017. RFID in logistics and production–applications, research and visions for smart logistics zones. Procedia Eng, 178, 526-533.
• Kudyba, S., 2020. COVID-19 and the acceleration of digital transformation and the future of work. Information Systems Management, 37(4), 284-287.
• Kulkarni, M. D., & Alfatmi, K., 2022. Wi-Fi-Based Proximity Social Distancing Alert to Fight Against COVID-19. In Pandemic Detection and Analysis Through Smart Computing Technologies, pp. 225-253, Apple Academic Press.
• Lee, H. S., Lee, K. P., Park, M., Baek, Y. & Lee, S., 2012. RFID-based real-time locating system for construction safety management. Journal of Computing in Civil Engineering, 26, 366–377.
• Li, H., Chan, G., Wong, J. K. W. & Skitmore, M., 2016. Real-time locating systems applications in construction. Automation in Construction, 63, 37-47.
• Longkang, W., Baisheng, N., Ruming, Z., Shengrui, Z. & Hailong, L., 2011. ZigBee-based positioning system for coal miners. Procedia Engineering, 26, 2406–2414.
• Nagel, L., 2020. The influence of the COVID-19 pandemic on the digital transformation of work. International Journal of Sociology and Social Policy, 40(9/10), 861-875.
• Olanrewaju, A., AbdulAziz, A., Preece, C. N., & Shobowale, K., 2021. Evaluation of measures to prevent the spread of COVID-19 on the construction sites. Cleaner engineering and technology, 5, 100277.
• Papadopoulos, T., Baltas, K. N. & Balta, M. E., 2020. The use of digital technologies by small and medium enterprises during COVID-19: implications for theory and practice. International Journal Information Management, 55,102192.
• Papagiannidis, S., Harris, J., Morton, D., 2020. WHO led the digital transformation of your company? a reflection of IT related challenges during the pandemic. International Journal Information Management, 55, 102166.
• Rácz-Szabó, A., Ruppert, T., Bántay, L., Löcklin, A., Jakab, L. & Abonyi, J., 2020. Real-time locating system in production management. Sensor, 20(23), 6766.
• Rajesh, S., Paul, V., Basheer, A. A., & Lukose, J., 2021. Real-Time Proximity Sensing Module for Social Distancing and Disease Spread Tracking. In Smart Computing Techniques and Applications, pp. 415-424.
• Ruppert, T. & Abonyi. J., 2018. Software sensor for activity-time monitoring and fault detection in production lines. Sensors, 18(7), 2346.
• Simões, W. C., Machado, G. S., Sales, A., de Lucena, M.M., Jazdi, N. & de Lucena, V. F., 2020. A Review of Technologies and Techniques for Indoor Navigation Systems for the Visually Impaired. Sensors, 20(14), 3935.
• Soltanmohammadlou, N., Sadeghi, S., Hon, C. K. & Mokhtarpour-Khanghah, F., 2019. Real-time locating systems and safety in construction sites: A literature review. Safety Science, 117, 229-242.
• Soto-Acosta, P., 2020. COVID-19 pandemic: shifting digital transformation to a high-speed gear. Information Systems Management, 37(4), 260-266.
• Ulku, A., 2017. The next generation in personneln/people tracking: Active RFID technology has allowed for enhanced security and safety. IEEE Consumer Electronics Magazine, 6, 122–124.
• Urrea, W. A. & Ariza, H. M., 2017. Real time location system (RTLS) focused on the optimization of efficiency for hospital center assistance. International Journal of Applied Engineering Research, 12(15), 5248-5253.