Muhammad Tahir, Muhammad Sabaoon Khan, Mohammad Sohail Noori
Volume 1 Issue 1 | Dec 2024
DOI:
Views: 14
Total Downloads: 0
Download PDF
Abstract
The frequency of domestic gas cylinder usage comes with an inherent risk of leakage, leading to dangerous accidents and potentially catastrophic events, especially in Afghanistan, where indoor gas cylinder usage is common. To address this issue, we have developed an integrated safety system employing Artificial Intelligence (AI) to enhance household safety and reduce risks associated with gas cylinder leaks. Our system includes high-accuracy sensors for real-time detection of gas leaks, AI algorithms trained on diverse datasets for pattern recognition, and automated mechanisms for shutting off the gas nozzle to prevent further leakage. Experimental results demonstrate a detection accuracy of 98%, with response times under 2 seconds and a success rate of 95% for the automatic shutoff mechanism. This AI-enabled system offers a practical, scalable solution to domestic gas safety challenges, significantly contributing to household safety advancements. The frequency of domestic gas cylinder usage comes with an inherent risk of leakage, which can lead to dangerous accidents and potentially catastrophic events, especially in Afghanistan, where indoor Gas cylinder usage is common. To address this issue, we have developed an integrated safety system that employs Artificial Intelligence (AI) to enhance household safety and reduce the risks of gas cylinder leaks. Our approach utilizes sensors to monitor the gas cylinder, promptly detecting leakage. Once detected, this information is relayed to a central device equipped with AI capabilities. This intelligent device assesses the severity of the leakage and executes a multi-faceted response strategy. It communicates an alert to the user's mobile phone application, activates an audible alarm system, and initiates an automatic mechanism attempting to shut off the cylinder's nozzle to prevent further gas escape. Our experimental results have shown that the system not only detects leaks with high accuracy but also effectively categorizes the severity of leakages, allowing for timely and appropriate responses. Moreover, the automatic shutoff feature has efficiently minimized potential damage from gas leaks. This system provides an effective approach to improving household safety by utilizing AI to detect and manage gas cylinder leaks, thereby enhancing the safety of domestic energy usage.
Keywords: AI Safety, Gas Cylinder Safety, IOT Based Home Safety