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By using the campus as a testbed (a living lab), this study aims to prototype the automated information communication system to enhance fire detection capabilities to provide a robust solution to quickly identify and respond to fire incidents within the campus, thereby improving overall safety and minimizing potential damage to campus facilities.
Jul 1, 2023 · The essential purpose of the building is amplified by the smart building idea, which can adapt to the broader environmental information at the core instead of reacting [4], such as monitoring occupant comfort and energy efficiency simultaneously [5] and automated enough to address water management, lighting systems, and fire detection [6].
Nov 17, 2023 · Fire detection is a critical safety issue due to the major and irreversible consequences of fire, from economic prejudices to loss of life. It is therefore of utmost importance to design reliable, automated systems that can issue early alarms. The objective of this review is to present the state of the art in the area of fire detection, prevention and propagation modeling with machine learning ...
Oct 1, 2020 · The proposed fire detection system is the combination of wireless sensor technologies, UAVs, and cloud computing. Some image processing techniques are also integrated into the proposed fire detection system to identify the fire event with better accuracy and used as an integrated solution. To improve the true detection rate, rules are also ...
- Amit Sharma, Pradeep Kumar Singh, Yugal Kumar
- 2020
Mar 22, 2023 · A computer vision-based integrated fire detection and automated suppression device capable of real-time functioning is proposed to enhance the fire safety. The developed multilayered algorithm considers color based clue detection and thereafter incorporates three filtration stages ‘Centroid Analysis’, ‘Histogram Analysis’ and ‘Variance Analysis’ for successful fire detection ...
Sep 26, 2024 · The paper "Fire Detection Using Image Processing" by Swarajya Lakshmi introduces a novel approach to address the limitations of traditional fire detection systems. It employs advanced image processing techniques, including the YOLO v3 model, for efficient fire detection, particularly in scenarios where flames are obscured by smoke.
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Can automated information communication improve fire detection capabilities?
Can image processing improve fire detection rate?
Can a computer vision-based integrated fire detection and automated suppression device improve fire safety?
What is the proposed fire detection system?
Can a fire detection system be adapted to other fire risk-prone areas?
How a fire detection system works?
Nov 17, 2020 · An IoT system tells fire personnel the locations of a smoke detector going off, a heat detector sending signals or a water flow switch being activated. “You can see a map of the building with ...
