DOI QR코드

DOI QR Code

Wireless safety monitoring of a water pipeline construction site using LoRa communication

  • Lee, Sahyeon (School of Civil, Architectural Engineering and Landscape Architecture, Sungkyunkwan University) ;
  • Gil, Sang-Kyun (Korea Water Resources Corporation (K-water)) ;
  • Cho, Soojin (Department of Civil Engineering/Graduate School of Urban Big-data Convergence, University of Seoul) ;
  • Shin, Sung Woo (Department of Safety Engineering, Pukyong National University) ;
  • Sim, Sung-Han (School of Civil, Architectural Engineering and Landscape Architecture, Sungkyunkwan University)
  • Received : 2021.08.31
  • Accepted : 2022.08.04
  • Published : 2022.11.25

Abstract

Despite efforts to reduce unexpected accidents at confined construction sites, choking accidents continue to occur. Because of the poorly ventilated atmosphere, particularly in long, confined underground spaces, workers are subject to dangerous working conditions despite the use of artificial ventilation. Moreover, the traditional monitoring methods of using portable gas detectors place safety inspectors in direct contact with hazardous conditions. In this study, a long-range (LoRa)-based wireless safety monitoring system that features the network organization, fault-tolerant, power management, and a graphical user interface (GUI) was developed for underground construction sites. The LoRa wireless data communication system was adopted to detect hazardous gases and oxygen deficiency within a confined underground space with adjustable communication range and low power consumption. Fault tolerance based on the mapping information of the entire wireless sensor network was particularly implemented to ensure the reliable operation of the monitoring system. Moreover, a sleep mode was implemented for the efficient power management. The GUI was also developed to control the entire safety-monitoring system and to manage the measured data. The developed safety-monitoring system was validated in an indoor testing and at two full-scale water pipeline construction sites.

Keywords

Acknowledgement

This research was supported by a research project (Development of Internet of Things (IoT) platform for improving the safety management of construction sites, project manager: Mr. Sung-Hoon Yoon) of the Korea Water Resources Corporation (K-water) and National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIT) (NRF-2020R1A2C2014797).

References

  1. Abdulkarem, M., Samsudin, K., Rokhani, F.Z. and A Rasid, M.F. (2020), "Wireless sensor network for structural health monitoring: A contemporary review of technologies, challenges, and future direction", Struct. Health Monitor., 19(3), 693-735. https://doi.org/10.1177/1475921719854528
  2. Aliyu, F. and Sheltami, T. (2016), "Development of an energyharvesting toxic and combustible gas sensor for oil and gas industries", Sensors Actuators B: Chem., 231, 265-275. https://doi.org/10.1016/j.snb.2016.03.037
  3. Burlet-Vienney, D., Chinniah, Y. and Bahloul, A. (2014), "The need for a comprehensive approach to managing confined space entry: summary of the literature and recommendations for next steps", J. Occupat. Environ. Hygiene, 11(8), 485-498. https://doi.org/10.1080/15459624.2013.877589
  4. Burlet-Vienney, D., Chinniah, Y., Bahloul, A. and Roberge, B. (2015), "Occupational safety during interventions in confined spaces", Safety Sci, 79(2), 19-28. https://doi.org/10.1016/j.ssci.2015.05.003
  5. Carbonari, A., Giretti, A. and Naticchia, B. (2011), "A proactive system for real-time safety management in construction sites", Automat. Constr., 20(6), 686-698. https://doi.org/10.1016/j.autcon.2011.04.019
  6. Cheung, W.-F., Lin, T.-H. and Lin, Y.-C. (2018), "A real-time construction safety monitoring system for hazardous gas integrating wireless sensor network and building information modeling technologies", Sensors, 18(2), 436. https://doi.org/10.3390/s18020436
  7. Chraim, F., Erol, Y.B. and Pister, K. (2015), "Wireless gas leak detection and localization", IEEE Transact. Indust. Inform., 12(2), 768-779. https://doi.org/10.1109/TII.2015.2397879
  8. Deshmukh, P.V.M., Adat, D.M., Ladgaonakar, B.P. and Tilekar, S.K. (2018), "Designing of an embedded system for wireless sensor network for hazardous gas leakage control for industrial application", I-Manager's J. Embed. Syst., 6(2), 1-9. https://doi.org/10.26634/jes.6.2.14763
  9. Korea Occupational Safety & Health Agency (2017), Choking disaster prevention manual for confined-space work, Republic of Korea.
  10. Korea Occupational Safety & Health Agency (2018), The status of industrial accidents in 2018, Republic of Korea.
  11. Lee, U.-K., Kim, J.-H., Cho, H. and Kang, K.-I. (2009), "Development of a mobile safety monitoring system for construction sites", Automat. Constr., 18(3), 258-264. https://doi.org/10.1016/j.autcon.2008.08.002
  12. Lee, J.W., Kim, T.H., Ha, H.C., Piao, C.X. and Ahn, K. (2016), "Analysis of suffocating accidents in confined spaces in the past 10 years (2005-2015)", J. Korean Soc. Occupat. Environ. Hygiene, 26(4), 436-444. https://doi.org/10.15269/JKSOEH.2016.26.4.436
  13. Libelium Official Website, Waspmote Development. [Online]. Available: https://development.libelium.com/waspmote/ (accessed on June 30, 2022)
  14. Moridi, M.A., Sharifzadeh, M., Kawamura, Y. and Jang, H.D. (2018), "Development of wireless sensor networks for underground communication and monitoring systems (the cases of underground mine environments)", Tunnell. Undergr. Space Technol., 73, 127-138. https://doi.org/10.1016/j.tust.2017.12.015
  15. Noel, A.B., Abdaoui, A., Elfouly, T., Ahmed, M.H., Badawy, A. and Shehata, M.S. (2017), "Structural health monitoring using wireless sensor networks: a comprehensive survey", IEEE Commun. Surveys & Tutorials, 19(3), 1403-1423. https://doi.org/10.1109/COMST.2017.2691551
  16. Occupational Safety and Health Administration (USA) (2015), Protecting construction workers in confined spaces: Small Entity Compliance Guide.
  17. Occupational Safety and Health Administration (USA), Workplace injury, illness and fatality statistics, 2017. [Online]. Available: https://www.osha.gov/oshstats/commonstats.html (accessed on June 30, 2022)
  18. Pinto, A., Nunes, I.L. and Ribeiro, R.A. (2011), "Occupational risk assessment in construction industry - Overview and reflection", Safety Sci., 49(5), 616-624. https://doi.org/10.1016/j.ssci.2011.01.003
  19. Pramanik, J., Samal, A.K., Pani, S.K. and Chakraborty, C. (2021), "Elementary framework for an IoT based diverse ambient air quality monitoring system", Multimedia Tools Applicat., 1-23. https://doi.org/10.1007/s11042-021-11285-1
  20. Ramya, V. and Palaniappan, B. (2012) "Embedded system for hazardous gas detection and alerting", Int. J. Distributed Parallel Syst., 3(3), 287-300. https://doi.org/10.5121/ijdps.2012.3324
  21. Ranjan, A., Sahu, H.B. and Misra, P. (2020). "Modeling and measurements for wireless communication networks in underground mine environments", Measurement, 149, 106980. https://doi.org/10.1016/j.measurement.2019.106980
  22. Sakhakarmi, S., Park, J. and Singh, A. (2021), "Tactile-based wearable system for improved hazard perception of worker and equipment collision", Automat. Constr., 125(2), 103613. https://doi.org/10.1016/j.autcon.2021.103613
  23. Selman, J., Spickett, J., Jansz, J. and Mullins, B. (2018), "An investigation into the rate and mechanism of incident of workrelated confined space fatalities", Safety Sci., 109(2), 333-343. https://doi.org/10.1016/j.ssci.2018.06.014
  24. Sofi, A., Regita, J.J., Rane, B. and Lau, H.H. (2022), "Structural health monitoring using wireless smart sensor network - An overview", Mech. Syst. Signal Process., 163(3), 108113. https://doi.org/10.1016/j.ymssp.2021.108113