Application of AI Firefighting Drone and Artificial Intelligence in Case of Fire 


Vol. 48,  No. 4, pp. 469-477, Apr.  2023
10.7840/kics.2023.48.4.469


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  Abstract

In 2020, 20,419 fire accidents and casualties occurred in Korea, and 19,300 fire accidents and 1,221 casualties occurred in 2021. When 119 fire trucks enter the fire site in the event of a fire, traffic is delayed due to obstacles, increasing fire damage. This study designs AI fire drones to read and use real-time image images of fire site access roads before the fire truck arrives at the fire site. The video of the AI fire drone classifies real-time reading results using artificial intelligence YOLOv5 on the fire server, spreads them as push call alarm text to the owner of the obstacle vehicle, and directly spreads the broadcast to the obstacle. The AI fire drone is designed to photograph the fire site, analyze it with an artificial intelligence RCNN in the fire server, and determine the size of the fire and the type of fire. AI fire drones analyze smoke components from fire servers through IoT smoke sensors and spread information for response by fire type to 119 fire trucks. Artificial intelligence and AI fire drones can shorten the fire extinguishing time, minimizing human life and property damage.

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[IEEE Style]

HanYoungLee and Dea-wooPark, "Application of AI Firefighting Drone and Artificial Intelligence in Case of Fire," The Journal of Korean Institute of Communications and Information Sciences, vol. 48, no. 4, pp. 469-477, 2023. DOI: 10.7840/kics.2023.48.4.469.

[ACM Style]

HanYoungLee and Dea-wooPark. 2023. Application of AI Firefighting Drone and Artificial Intelligence in Case of Fire. The Journal of Korean Institute of Communications and Information Sciences, 48, 4, (2023), 469-477. DOI: 10.7840/kics.2023.48.4.469.

[KICS Style]

HanYoungLee and Dea-wooPark, "Application of AI Firefighting Drone and Artificial Intelligence in Case of Fire," The Journal of Korean Institute of Communications and Information Sciences, vol. 48, no. 4, pp. 469-477, 4. 2023. (https://doi.org/10.7840/kics.2023.48.4.469)
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pISSN : 1226 - 4717
eISSN : 2287 - 3880