An IoT-Enabled System for Real-Time Confined Space Hazard Detection

Authors

  • Amit Kumar Ranjan Research Counselor, Vikrant University, Gwalior, M.P. Author
  • Vishal Tiwari Assistant Professor, Vikrant University, Gwalior, M.P. Author

DOI:

https://doi.org/10.29070/sz1tkz17

Keywords:

Monitoring System, Hazardous Gases, Temperature, Iot-Based Confined, Multi-Sensor

Abstract

Confined spaces present significant occupational safety risks due to limited ventilation, restricted access, and the potential accumulation of hazardous gases, oxygen deficiency, and adverse thermal conditions. Conventional monitoring approaches often rely on standalone detectors and manual supervision, resulting in delayed hazard detection and response. This paper presents an IoT-based real-time confined space safety monitoring and hazard prevention system designed to continuously monitor hazardous gases, oxygen concentration, temperature, and humidity. The proposed system integrates multi-sensor data acquisition with a threshold-based hazard detection algorithm and cloud-based communication to enable real-time monitoring and automated alerts. Experimental validation was conducted in simulated confined environments under controlled conditions to evaluate system accuracy, responsiveness, and reliability. Results demonstrate high sensor accuracy with errors below 3%, hazard detection accuracy between 96% and 98%, low false alarm rates of 1–3%, and rapid alert delivery within 0.5 seconds for local alerts and 1.4 seconds for remote notifications. Comparative analysis shows superior performance over traditional monitoring systems, achieving an overall performance index of 93/100. The findings confirm that the proposed system provides an effective, reliable, and practical solution for proactive safety management in confined space environments.

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References

1. Zhang, Y., Yang, X., Li, Y., Tong, B., & Yin, C. (2021). Design and implementation of geological hazard data acquisition system based on online technology. IOP Conference Series: Earth and Environmental Science, 861(6), 062024. https://doi.org/10.1088/1755-1315/861/6/062024

2. Ajala, A., Ogunjimi, S., Alabi, O., Adebimpe, A., Adewumi, O., & Ojo, K. (2020). Assessment of occupational hazards among arable crop farmers in Irepodun Local Government, Kwara State, Nigeria. FUOYE Journal of Agriculture and Human Ecology, 7(2), 17–25.

3. D’Alessandro, D., et al. (2020). COVID-19 and living space challenge: Well-being and public health recommendations for a healthy, safe, and sustainable housing. Acta Biomedica, 91(1), 61–75. https://doi.org/10.23750/abm.v91i9-S.10115

4. Yentis, S. M., et al. (2020). Safety guideline: Neurological monitoring associated with obstetric neuraxial block 2020: A joint guideline by the Association of Anaesthetists and the Obstetric Anaesthetists’ Association. Anaesthesia, 75(7), 913–919. https://doi.org/10.1111/anae.14993

5. Che Huei, L., Ya-Wen, L., Chiu Ming, Y., Li Chen, H., Jong Yi, W., & Ming Hung, L. (2020). Occupational health and safety hazards faced by healthcare professionals in Taiwan: A systematic review of risk factors and control strategies. SAGE Open Medicine, 8. https://doi.org/10.1177/2050312120918999

6. Khan, R., Kumar, P., Jayakody, D. N. K., & Liyanage, M. (2020). A survey on security and privacy of 5G technologies: Potential solutions, recent advancements, and future directions. IEEE Communications Surveys & Tutorials, 22(1), 196–248. https://doi.org/10.1109/COMST.2019.2933899

7. Slater, S. J., Christiana, R. W., & Gustat, J. (2020). Recommendations for keeping parks and green space accessible for mental and physical health during COVID-19 and other pandemics. Preventing Chronic Disease, 17, 200204. https://doi.org/10.5888/PCD17.200204

8. Merz, B., et al. (2020). Impact forecasting to support emergency management of natural hazards. Reviews of Geophysics, 58(4), 1–52. https://doi.org/10.1029/2020RG000704

9. Zhang, H., Liu, Y., Liu, J., Qin, Y., & Guo, S. (2025). Numerical Simulation Study on Methane Diffusion Distribution Laws in Confined Spaces of Municipal Heating Underground Pipe Trenches. ACS omega, 10(13), 12891-12905.

10. Naimuddin, N. S., Dzulkifli, S. N. M., Zulkarnain, A., & Abidin, M. H. M. Z. (2024). Occupational Hazard and Risk Assessment for Confined Space Rescue Operation at Cement Manufacturing Industries. Progress in Engineering Application and Technology, 5(1), 746-754.

11. Wang, Y., Su, Z., Zhang, N., Xing, R., Liu, D., Luan, T. H., & Shen, X. (2022). A survey on metaverse: Fundamentals, security, and privacy. IEEE communications surveys & tutorials, 25(1), 319-352.

12. Kahane-Rapport, S. R., Czapanskiy, M. F., Fahlbusch, J. A., Friedlaender, A. S., Calambokidis, J., Hazen, E. L., ... & Savoca, M. S. (2022). Field measurements reveal exposure risk to microplastic ingestion by filter-feeding megafauna. Nature Communications, 13(1), 6327.

13. Alsayed, A., Nabawy, M. R., Yunusa-Kaltungo, A., Quinn, M. K., & Arvin, F. (2021, September). An autonomous mapping approach for confined spaces using flying robots. In Annual Conference Towards Autonomous Robotic Systems (pp. 326-336). Cham: Springer International Publishing.

14. Carr, J. M. J. R., Ainslie, P. N., & Day, T. (2025). Confined spaces in space: Cerebral implications of chronic elevations of inspired carbon dioxide and implications for long-duration space travel. Experimental Physiology. https://doi.org/10.1113/EP091659

15. Wang, Y., et al. (2023). A survey on metaverse: Fundamentals, security, and privacy. IEEE Communications Surveys & Tutorials, 25(1), 319–352. https://doi.org/10.1109/COMST.2022.3202047

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Published

2026-03-02