Jul 2026· International Journal of Occupational Safety and Health· Vol 16, pp. 240-250· 0 citations
Abstract
Introduction: Methane and toxic gases build up in sewer pipes and septic tanks and are extremely dangerous in their ability to cause explosions and poisoning to workers in the confined sewer. The traditional monitoring controls, like infection ventilation and human checking, cannot be used to offer real-time protection.
Methods: In this work, the authors show an Internet of Things (IoT)-enabled cyber-physical system of real-time gas detection and automated mitigation. The system combines the MQ-4 (methane), MQ-135 (CO2 /NH 3/VOCs), and MQ-136 (H2S) sensors and place on the ESP32 microcontroller. A moving average-based compensation method is used to stabilize a sensor in contaminated conditions with minimum recalibration requirements. Alerts and ventilation are activated when methane reaches over 25% of the Lower Explosive Limit (LEL) using MQTT, in accordance with OSHA and NFPA safety requirements.
Results: Testing with 250 cases indicated that the system is reliably able to detect hazards, alert, and mitigate without failure. The response time was 8.2 seconds on average, which is a safeguard against gas buildup. Multi-gas sensitivity (±18% was within a reasonable range, and the system was able to run on backup power up to 18 hours.
Conclusion: The offered IoT system would turn the sanitation safety from passive observation to active protection due to real-time multi-gas detection and automated response. It offers an affordable yet scalable way of ensuring occupational safety within dangerous confined spaces.
Workers at landfills have serious occupational risks due to gases emitted from the anaerobic degradation of waste, such as methane (CH₄) and hydrogen sulfide (H₂S), and potential exposure to ionizing radiation from poorly discarded radioactive materials [6][7]. Particle filtering masks do not detect or alert for gas ha...
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Workers in the oil and gas industry, construction, and mining are routinely exposed to life-threatening hazards that existing safety systems are too slow and too limited to address. Traditional safety approaches rely on manual reporting and passive physical protection, leaving critical gaps in real-time detection and...
O. S. Ogboro, Kehinde O. Adegboye, Chi-ife D. Ileka et al.· SPE Nigeria Annual Internati...· 0 citations
In cities, factories, and other enclosed spaces, air pollution poses a serious threat to ecosystems & human health. Inhalation of toxic gases such as carbon monoxide, tobacco smoke, and others may lead to heart problems, respiratory issues, and other long-term health complications. Conventional air quality monitoring d...
Dr. D. SHEKAR GOUD, VEMAVARAPU VICTORIA RACHEL· International Journal of Eng...· 0 citations
Sewage workers encounter life-threatening exposures to dangerous gases such as hydrogen sulfide (H 2 S), methane (CH 4), ammonia (NH 3), and carbon monoxide (CO) when performing routine maintenance and cleaning work. Conventional gas detecting systems are based on handheld tools, where active participation of the worke...
S. Mohamed, K. K· 2026 7th International Confe...· 0 citations
Industrial machinery operating in manufacturing and process environments is frequently subjected to adverse operating conditions such as excessive temperature rise, abnormal current consumption, and mechanical vibrations, which may lead to performance degradation, unexpected failures, production losses, and safety haza...
Sudharshana, Kratika V Ulman, Kishan K Kulal et al.· 2026 International Conferenc...· 0 citations
Liquefied petroleum gas (LPG) leakage poses a significant safety risk in domestic and light-industrial environments, particularly where conventional detectors provide only local alarms without automated intervention or remote monitoring. This study designed and implemented a smart IoT-based LPG leakage detection system...
S. D. Yusuf, Okechukwu Gabriel Nnanyelugo, Alhassan Tijani· Asian Journal of Physical an...· 0 citations
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