Nesnelerin İnterneti, Uygulama Alanları ve İş Sağlığı ve Güvenliği İle Etkileşimi

Year 2024, Volume: 8 Issue: 1, 73 - 89, 18.07.2024

Merve Erol Ergün Eraslan

https://doi.org/10.56554/jtom.1258262

Abstract

Nesnelerin interneti (Nİ); birbiri ile ilişkisi olan bilgisayarlar, dijital aygıtlar, mekanik nesneler ya da benzersiz tanımlayıcılarla sağlanan, insana gerek duymadan ağ üstünden veri aktarımı yapabilen sistemlerin tamamını açıklamak amacıyla kullanılan bir endüstri 4.0 teknoloji bileşenidir. Her gün artan bir biçimde, farklı endüstrilerde bulunan firma ve tedarik zinciri; daha verimli çalışabilmek, müşterilerine daha iyi bir hizmet sunabilmek, iş sonuçlarını geliştirebilmek, ve karar verme sürecini iyileştirmek için Nİ teknolojisinden yararlanmaktadır. Buna ek olarak Nİ’nin, üretim ve hizmet organizasyonlarının iş sağlığı ve güvenliği sistem performanslarının iyileştirilmesinde kullanıldığına ilişkin çok sayıda araştırma yayımlanmıştır. Nİ’nin iş sağlığı ve güvenliği alanında kullanımı konusunda yayımlanan çalışmalar, Nİ’nin iş sağlığı ve güvenliği alanının belli sorunlarına nasıl cevap verdiğine ilişkin olarak hazırlanmış ve önerilen teknoloji mimarileri tartışılmıştır. Bu makalede ise Nİ teknolojisi tartışılarak Nİ’nin iş sağlığı ve güvenliği alanında kullanılabilme potansiyeli örnek araştırmalar incelenerek ortaya konulacak ve gelecek araştırma fırsatlarının neler olabileceği incelenecektir.

Keywords

Sürdürülebilirlik, Lojistik, Yeşil İki-Aşamalı Araç Rotalama Problemi, Yakıt Tüketimi, Yol Eğimi, Yeşil İki-Aşamalı Araç Rotalama Problemi, Yeşil İki-Aşamalı Araç Rotalama Problemi, Yeşil İki-Aşamalı Araç Rotalama Problemi

Supporting Institution

ANKARA YILDIRIM BEYAZIT ÜNİVERSİTESİ

Thanks

Üniversite ve Journal Of Turkish Operations Management Dergi editörlerine katkılarından dolayı herkese çok teşekkür ederim.

.Yeşil iki-aşamalı araç rotalama problemi: Gerçek yol eğimini dikkate alan yakıt tüketimi hesaplaması

Abstract

Internet of Things (IoT); It is an industry 4.0 technology component used to
describe all systems that can transfer data over the network without the
need for humans, provided by computers, digital devices, mechanical
objects or unique identifiers that are related to each other. Increasingly,
companies in different industries and their supply chain; It uses IoT
technology to work more efficiently, provide a better service to its
customers, improve business results, and improve decision-making. In
addition, numerous studies have been published on the use of IoT to
improve the occupational health and safety system performance of
manufacturing and service organizations. Published studies on the use of
IoT in the field of occupational health and safety have been prepared on
how IoT responds to certain problems in the field of occupational health
and safety, and the proposed technology architectures are discussed. In this
article, IoT technology will be discussed, and the potential of IoT to be used
in the field of occupational health and safety will be revealed by examining
sample studies and what future research opportunities may be.

Keywords

Sustainability, Logistics, Green Two-Echelon Vehicle Routing Problem, Fuel Consumption, Road Grade, Green Two-Echelon Vehicle Routing Problem, Green Two-Echelon Vehicle Routing Problem

References

• Alam, M. F., Katsikas, S., Beltramello, O., & Hadjiefthymiades, S. (2017). Augmented and virtual reality-based monitoring and safety system: A prototype IoT platform. Journal of Network and Computer Applications, 109– 119. https://doi.org/10.1016/j.jnca.2017.03.022
• Al-Fuqaha, M., Guizani, M., Mohammadi, M. Aledhari, M. & M. Ayyash, (2015). Internet of Things: A survey on enabling technologies, protocols, and applications. IEEE Communications Surveys & Tutorials, vol. 17, pp.2347-2376. Doi: 10.1109/COMST.2015.2444095
• Alli, B. O. (2008). Occupational safety and health: A global perspective. Second edition
• Akyıldız, I.F., Su, W., Sankarasubramaniam, Y. & Cayirci, E, (2002). A survey on sensor networks. IEEE Commun. Magazine, 102-114. Doi: 10.1109/MCOM.2002.1024422
• Ashton, K. (2009). That ‘internet of things’ thing. RFiD Journal, vol. 97–114. Erişim adresi: http://www.itrco.jp/libraries/RFIDjournal-That%20Internet%20of%20Things%20Thing.pdf
• Asadzadeh, A., Pakkhoo, S., Saeidabad, M., Khezri, H. & Ferdousi, R. (2020). Information technology in emergency management of COVID-19 outbreak. Informatics in Medicine Unlocked, 100475. https://doi.org/10.1016/j.imu.2020.100475
• Baena-Navarro, R., Torres-Hoyos, F., Uc–Rios, C., & Colmenares-Quintero, R. F. (2020). Design and assembly of an IoT-based device to determine the absorbed dose of gamma and UV radiation. Applied Radiation and Isotopes, 166, 109359. https://doi.org/10.1016/j.apradiso.2020.109359
• Balamuralidhara, P., Misra, P. & Pal, A. (2013). Software platforms for internet of things and M2M. Journal of the Indian Institute of Science, 487-498.
• Bagay, D. (2020). Information security of Internet things. Procedia Computer Science, 179-182. Erişim
• Banerjee, A. (2019). Chapter Nine - Blockchain with IOT: Applications and use cases for a new paradigm of supply chain driving efficiency and cost., Advances in Computers, 259-292. Bavaresco, R., Arruda, H., Rocha, E., Barbosa, J. & Li, G.-P. (2021). Internet of Things and Occupational Wellbeing in industry 4.0: A systematic mapping study and taxonomy.. Computers & Industrial Engineering,
• Botti, L., Mora, C. & Ferrari, E. (2022). Design of a digital tool for the identification of confined spaces. Journal of Loss Prevention in the Process Industries, 104731. https://doi.org/10.1016/j.jlp.2022.104731
• Striani, R. (2022). Smart IoT system empowered by customized energy-aware wireless sensors integrated in graphene-based tissues to improve workers thermal comfort. Journal of Cleaner Production, 132132.
• Campero-Jurado, I., Márquez-Sánchez, S., Quintanar-Gómez, J., Rodríguez, S. & M.Corchado, J. (2020). Smart Helmet 5.0 for Industrial Internet of Things Using Artificial Intelligence. MDPI Open Access Journal, SENSORS, 6241.
• Chen, M., Ran, B., Gao, X., Yu, G., Wang, J., & Jagannathan, J. (2021). WITHDRAWN: Evaluation of occupational stress management for improving performance and productivity at workplaces by monitoring the health, well-being of workers. Aggression and Violent Behavior, 101713.
• Dimitrov D. V. (2016). Medical Internet of Things and Big Data in Healthcare. Healthcare informatics research, 156–163.
• Doyduk, H.B.B & Tiftik,C. (2017). Nesnelerin İnterneti: Kapsamı, Gelecek Yönelimi ve İş Fırsatları. Üçüncü Sektör Sosyal Ekonomi, 127-143.
• E. A. Khalil, & S. Özdemir, (2018). Nesnelerin internetine genel bir bakış: Kavram, özellikler, zorluklar ve fırsatlar. Pamukkale Univ Muh Bilim Derg, 311-326.
• Erol, M. (2019). Occupational Health And Work Safety Systems In Compliance With Industry 4.0: Research Directions. International Journal of E-business and E-government Studies, 11, 2, 119-133.
• Erturan, İ.E. & Ergin, E. (2017). Muhasebe Denetiminde Nesnelerin İnterneti; Stok Döngüsü. Muhasebe ve Finansman Dergisi, 13- 30. Erişim adresi: https://doi.org/10.25095/mufad.399246
• Ersin, Ç. & Öz, Ali. (2020). IoT Based Embedded System Desing and Implementation for Occupational Health and Safety. Avrupa Bilim ve Teknoloji Dergisi, 494-504. Erişim adresi: https://doi.org/10.31590/ejosat.692616
• Evgen, T. (2017). Rfid ve Nesnelerin İnterneti Tedarik Zinciri Bilgi Yönetimi. Pamukkale Üniversitesi Fen Bilimleri Enstitüsü, 2-87. Erişim adresi: https://hdl.handle.net/11499/2047
• Ferro, E & Potorti, F. (2005). Bluetooth and Wi-Fi wireless protocols: A survey and a comparison. IEEE Wireless Communications, 12-26. Doi: 10.1109/MWC.2005.1404569
• Financial Times, (2016). Wearable devices aim to reduce workplace accidents. Giusto, D., Lera A., Morabito, G. & Atzori l. (2010). The Internet of Things.” Springer. Erişim adresi: https://content.e-bookshelf.de/media/reading/L-6345-e7c34d064f.pdf
• Glowniak, J. (1998). History, Structure, and Function of the Internet. Seminars in Nuclear Medicine, Vol XXVIII, 135-144. https://doi.org/10.1016/S0001-2998(98)80003-2
• Gnoni, M., G. Bragatto, P. A., Milazzo, M. F. & Setola, R. (2020). Integrating IoT technologies for an “intelligent” safety management in the process industry. Procedia Manufacturing, 511–515. https://doi.org/10.1016/j.promfg.2020.02.040.
• Gregori, F., Papetti, A., Pandolfi, M., Peruzzini, M. & Germani, M. (2018). Improving a production site from a social point of view: an IoT infrastructure to monitor workers condition. Procedia CIRP, 72, 886–891. https://doi.org/10.1016/j.procir.2018.03.057.
• Gupta, M. Abdelsalam, M & Mittal, S. (2020). Enabling and enforcing social distancing measures using smart city and its infrastructures: a COVID-19 Use case. arXiv preprint arXiv:2004.09246. Apr 13. https://doi.org/10.48550/arXiv.2004.09246
• Gündüz, M. Z. & Daş, R. (2018). Nesnelerin interneti: Gelişimi, bileşenleri ve uygulama alanları. Pamukkale Univ Muh Bilim Derg, 327-335. Erişim adresi: http://pajes.pau.edu.tr/en/jvi.aspx?pdir=pajes&plng=eng&un=PAJES-89106&look4=
• Hakkinen, K. (2014). Safety Management: From Basic Understanding Towards Excellence In: Seppo Väyrynen, Kari Häkkinen, Toivo Niskanen- Ed. Integrated Occupational Safety and Health Management, Springer. Erişim adresi: https://link.springer.com/chapter/10.1007/978-3-319-13180-1_2
• Hassan, S.S., Bibon, S.D., Hossain, S. & Atiquzzaman, M. (2018). Security threats in Bluetooth technology. computers & security, 308–322. https://doi.org/10.1016/j.cose.2017.03.008
• Hinze, A., Bowen, J., & König, J. L. (2022). Wearable technology for hazardous remote environments: Smart shirt and Rugged IoT network for forestry worker health. Smart Health, 100225. https://doi.org/10.1016/j.smhl.2021.100225
• Jiang, D. (2020). The construction of smart city information system based on the Internet of Things and cloud computing. Computer Communications, 158-166. https://doi.org/10.1016/j.comcom.2019.10.035
• Javaid, M. Vaishya, R. Bahl, S. Suman, R. Vaish A. (2020). Industry 4.0 technologies and their applications in fighting COVID-19 pandemic. Diabetes metabolic syndrome Clinical Research Reviews”;. 419-422. https://doi.org/10.1016/
• J. Voas, (2016). Demystifying the internet of things. 80–83. Erişim adresi: https://ieeexplore.ieee.org/abstract/document/7490326
• Kanan, R., Elhassan, O., & Bensalem, R. (2018). An IoT-based autonomous system for workers’ safety in construction sites with real-time alarming, monitoring, and positioning strategies. Automation in Construction. 73–86. https://doi.org/10.1016/j.autcon.2017.12.033.
• Keleş, A.E & Keleş.M.K. (2018). İnşaat Sektöründe Kullanımı Artan Bilgisayar Yazılımları ve Bilgi Teknolojilerinin İrdelenmesi. El-Cezerî Fen ve Mühendislik Dergisi. Cilt: 5, No: 2, 610-617. https://doi.org/10.31202/ecjse.386469
• Khan, M., Khalid, R., Anjum, S., Khan, N., Cho, S., & Park, C. (2022). Tag and IoT based safety hook monitoring for prevention of falls from height. Automation in Construction, 104153. https://doi.org/10.1016/j.autcon.2022.104153
• Khalil, E. A., & Ozdemir, S., (2018). Overview of internet of things: Concept, characteristics, challenges and opportunities. Pamukkale University Journal of Engineering Sciences-Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi , vol.24, no.2, 311-326. Erişim adresi: http://pajes.pau.edu.tr/en/jvi.aspx?pdir=pajes&plng=eng&un=PAJES-60343
• Kırkaya, A. (2015). Akıllı Tarım Teknolojileri Uygulamalari Hektaş Ar-Ge Merkezi Gebze Teknik Üniversitesi İşletme Doktora Programı All content following. This page was uploaded by Aylin kırkaya on 04 February. Erişim adresi: https://www.researchgate.net/profile/Aylin-Kirkaya/publication/339029285_akıllı_tarım_teknolojılerı_uygulamaları/links/5e398bf492851c7f7f1ce771/akıllı-tarım-teknolojılerı-uygulamaları.pdf
• Korczak, J. & Kijewskab,K. (2019). Smart Logistics in the development of Smart Cities. 201–211. Erişim adresi: https://doi.org/10.1016/j.trpro.2019.06.022
• Kosunalp.S & Arucu, M (2018). Nesnelerin interneti ve akıllı ulaşım. 1-7. Erişim adresi: https://dergipark.org.tr/en/pub/jitsa/issue/35759/393470
• Li, X., Chi, H., Lu, W., Xue, F., Zeng, J. & Li Zhengdao, C (2021). Federated transfer learning enabled smart work packaging for preserving personal image information of construction worker. Automation in Construction,103738. https://doi.org/10.1016/j.autcon.2021.103738
• Maciejewski, M. & Dimova, M. (2016). The ubiquitous digital single market, Fact Sheets on the European Union. Available at: http://www.europarl.europa.eu/atyourservice/en/displayFtu. html?ftuId=FTU_5.9.4.html.https://doi.org/10.1016/j.autcon.2021.103738
• Madahana, M. C. I., Nyandoro, O. T. C. & Ekoru, J. E. D. (2020). Intelligent comprehensive Occupational health monitoring system for mine workers. IFAC-PapersOnLine, 53(2), 16494–16499. https://doi.org/10.1016/j.ifacol.2020.12.751
• Chebudie, A. B., Minerva, R., & Rotondi, D. (2014). Towards a definition of the Internet of Things (IoT). Retrieved, IEEE Internet Initiative, 1-87. Erişim adresi: https://www.researchgate.net/publication/317588072_Towards_a_definition_of_the_Internet_of_Things_IoT
• Mofidi Naeini, A. & Nadeau. S, (2022). STPA systemic approach for OHS and operational risk analysis of data glove use in 4.0 assembly. CIRP Journal of Manufacturing Science and Technology, 317-331. https://doi.org/10.1016/j.cirpj.2022.09.003
• Niewolny, D. (2019). How the Internet of Things Is Revolutionizing Healthcare. White Pap. 2013, pp. 3–5. NPSTC , Public Safety Internet of Things (IoT), Use Case Report and Assessment Attributes. https://doi.org/10.6028/NIST.SP.2100-01
• OECD (2016). The Internet of Things: Seizing the Benefits and Addressing the Challenges.Erişim adresi: https://www.oecd-ilibrary.org/docserver/5jlwvzz8td0nen. pdf?expires=1591427083&id=id&accname=guest&checksum=3D578DECF7F08571A0A1D6582733E66C
• Oyucu, S. & Polat, H (2017). M2M ve IoT Platformları Üzerinde Prototip Uygulama Geliştirme. Türkiye Bilişim Vakfı Bilgisayar Bilimleri Ve Mühendisliği Dergisi (2016 Cilt: 9 - Sayı:2) 01.07. ss.11-20. Erişim adresi: https://dergipark.org.tr/en/pub/tbbmd/issue/30339/271008
• Öcal, H., Doğru İ. A. & Barışçı, N. (2019). Akıllı ve geleneksel giyilebilir sağlık cihazlarında nesnelerin interneti. Politeknik Dergisi, 695-714. Erişim adresi: file:///Users/aybu/Downloads/10.2339-politeknik.450290-518159.pdf
• Palanivelu, R. & Srinivasan, P.S.S. (2020). Safety and security measurement in industrial environment based o smart IOT technology based augmented data recognizing scheme. Computer Communications, 777–787. Erişim adresi: https://doi.org/10.1016/j.comcom.2019.12.013.
• Perera, S. (2017). IoT Analytics: Using Big Data to Architect IoT Erişim adresi: http://wso2.com/whitepapers/iot-analytics- using-big-data-to-architect-iot-solutions/ .pp.1-8
• Pütz, S., Rick, V., Mertens, A., & Nitsch, V. (2022). Using IoT devices for sensor-based monitoring of employees’ mental workload: Investigating managers’ expectations and concerns. Applied Ergonomics, 102, 103739. https://doi.org/10.1016/j.apergo.2022.103739
• Rajendran, S., Giridhar, S., Chaudhari, S. & Gupta, P. K.( 2021). Technological advancements in occupational health and safety. Measurement: Sensors. 15, 100045. https://doi.org/10.1016/j.measen.2021.100045. Ramanathan, S., Malarvili, M. B., & Gopinath, S. C. B. (2023). Assessing respiratory complications by carbon dioxide sensing platforms: Advancements in infrared radiation technology and IoT integration. Arabian Journal of Chemistry, 16(2), 104478. https://doi.org/10.1016/j.arabjc.2022.104478
• Rose K., Eldridge, S. & Chapin, L. (2015). The internet of things: An overview. The Internet Society (ISOC), 1– 50.
• Roman, R., Najera, P. & Lopez, J. (2011). ‘Securing the Internet of Things’. IEEE Computer, 51-58. Erişim adresi: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6017172
• Sadeghi, S., Soltanmohammadlou, N., & Nasirzadeh, F. (2022). Applications of wireless sensor networks to improve occupational safety and health in underground mines. Journal of Safety Research, 8–25. https://doi.org/10.1016/j.jsr.2022.07.016
• Sarkar De, T. (2022). Internet of Things (IOT) and library services. Emerald Publishing Limited, 18-22. Erişim adresi: https://www.emerald.com/insight/content/doi/10.1108/LHTN-06-2022-0079/full/html
• Serin, G. & Çuhadar, M.T., (2015). İş Güvenliği ve Sağlığı Yönetim Sistemi. SDÜ Teknik Bilimler Dergisi, 44- 59. Erişim adresi: https://dergipark.org.tr/en/pub/tbed/issue/20936/225079
• Song, S. & Issac, B., (2014). Analysis Of Wifi And Wimax and Wireless Network Coexistence. International Journal of Computer Networks & Communications, 63-78. Erişim adresi: https://doi.org/10.48550/arXiv.1412.0721
• Stoessl, A.J., Bhatia, KP., & Merello, M. (2020). Movement disorders in the world of COVID-19. Mov.Disord.Clin. Pract. In press. Erişim adresi: https://doi.org/10.1002/mdc3.12952
• Şişmanyazıcı, D., & Doğan, B. (2016). Nesnelerin İnternetinde Veri Madenciliği. International Conference on Computer Science and Engineering, Tekirdağ. 20-23 Ekim 2016 ss.420-425. Erişim adresi: https://www.researchgate.net/profile/Derya- Sismanyazici/publication/308791605_Nesnelerin_Internetinde_Veri_Madenciligi_Data_Mining_on_Internet_of _Things/links/5837e32908ae3a74b49b255b/Nesnelerin-Internetinde-Veri-Madenciligi-Data-Mining-on-Internetof-Things.pdf
• Tanyer, A. M. & Pekeriçli, M. K. (2008). İnşaat Sektörü İçin Bilgi Teknolojilerindeki Son Gelişmeler. TMH - Türkiye Mühendislik Haberleri, 21-26. Erişim adresi: https://izmir.imo.org.tr/Eklenti/834,insaat-sektoru-icinbilgi-teknolojilerindeki-son-gelismelerpdf.pdf?0
• Teixeira, D., Ferreira, j. & Gonçalves, R. (2022). Monitoring of shop-floor workers postural stability through the use ofsmartsoles. International Federation of Automatic Control (IFAC) Conference Paper. 2234-2239. https://doi.org/10.1016/j.ifacol.2022.10.040
• Turak, Y. (2015). Nesnelerin İnterneti Ve Güvenliği, Erişim adresi: http://www.yigitturak.com/wpcontent/ uploads/IoTGuvenligi.pdf
• Vicini, S., Sanna, A. & Bellini, S. (2012). A living lab for Internet of Things vending machines. Springer, Berlin. Conference paper, 35-43. Erişim adresi: https://link.springer.com/chapter/10.1007/978-3-642-28816-6_4
• Vuki´cevic, A., Maˇcuži´c, I., Djapan, M., Mili´cevic, V. & Shamina, L. (2021). Digital Training and Advanced Learning in Occupational Safety and Health Based on Modern and Affordable Technologies. Sustainability, 13641. https://doi.org/10.3390/su132413641
• Yang, L.U. (2017). Industry 4.0: a survey on technologies, applications and open research issues. Journal of Industrial Information Integration, 1-10. Erişim adresi: https://doi.org/10.1016/j.jii.2017.04.005
• Yang, Z., Yue, Y., Yang, Y., Peng, Y., Wang, X & W. Liu, (2011).Study and application on the architecture and key technologies for IOT. in Multimedia Technology (ICMT), International Conference on, 747-751. DOI: 10.1109/ICMT.2011.6002149
• Yi Lyu, A. Peng Yin, B,” Internet of Things transmission and network reliability in complex environment.” Computer Communications, 757–763. Erişim adresi: https://doi.org/10.1016/j.comcom.2019.11.054
• Zhan, X., Wu, W., Shen, L., Liao, W., Zhao, Z. & Xia, J. (2022). Industrial internet of things and unsupervised deep learning enabled real-time occupational safety monitoring in cold storage warehouse.” Safety Science,105766.
• Zhang, M., Ghodrati, N., Poshdar, M., Seet, B.-C. & Yongchareon, S. (2023). A construction accident prevention system based on the Internet of Things (IoT). Safety Science, 106012.
• Zorzenon, R., Lizarelli, F. L. & de A. Moura, D. B. A.(2022). What is the potential impact of industry 4.0 on health and safety at work?. Safety Science, 105802. https://doi.org/10.1016/j.ssci.2022.105802
• Xu, J., Lu, W., Wu, L., Lou, J. & Li, X. (2022). Balancing privacy and occupational safety and health in construction: A blockchain-enabled P-OSH deployment framework. Safety Science,105860.
• Wu, M. Lu, T. & F. Ling, (2010). Research on thearchitecture of Internet of things. In Proceedings of the 3rdInternational Conference on Advanced Computer Theory and Engineering (ICACTE). Washington, DC, USA: IEEE, 484. Doi: 10.1109/ICACTE.2010.5579493