Fire is a serious threat to people’s lives and property. Be aimed at the low detection accuracy of the current fire detection system, a fire detection system based on one-chip computer is proposed in this work. To achieve fire detection and warning, the system collects these signals such as smoke and temperature from the surrounding environment, and processes them with a one-chip computer. The simulation experiments of the system are conducted with Proteus, and the experimental results indicate that the system can detect accurately.
ChenSJHovdeDCPetersonKAMarshallA. Fire detection using smoke and gas sensors. Fire Safety Journal.2007; 42(8): 507-515.
2.
SharmaASinghPKKumarY. An Integrated Fire Detection System using IoT and Image Processing Technique for Smart Cities. Sustainable Cities and Society.2020; 61: 102332.
3.
BrownCUVoglGWTamWC. Measuring Water Flow Rate for a Fire Hose Using a Wireless Sensor Network for Smart Fire Fighting. Fire Technology.2021; 57: 3125-3150.
4.
RehmanAQureshiMAAliTIrfanMAbdullahS, et al. Smart Fire Detection and Deterrent System for Human Savior by Using Internet of Things (IoT). Energies.2021; 14(17): 5500.
5.
BaekJAlhindiTJJeongYSJeongMKSeoS, et al. Intelligent multi-sensor detection system for monitoring indoor building fires. IEEE Sensors Journal.2021; 21(24): 27982-27992.
6.
KhanFXuZSunJKhanFMAhmedA, et al. Recent advances in sensors for fire detection. Sensors.2022; 22(9): 3310.
7.
MuhammadKAhmadJLvZBellavistaPYangP, et al. Efficient Deep CNN-Based Fire Detection and Localizationin Video Surveillance Applications. IEEE Transactions on Systems, Man, and Cybernetics: Systems.2019; 49(7): 1419-1434.
8.
JeonMChoiHSLeeJKangM. Multi-scale prediction for fire detection using convolutional neural network. Fire Technology.2021; 57(5): 2533-2551.
9.
YangYPanMLiPWangXTsaiYT. Development and optimization of image fire detection on deep learning algorithms. Journal of Thermal Analysis and Calorimetry.2023; 148(11): 5089-5095.
10.
DouZZhouHLiuZHuYWangP, et al. An Improved YOLOv5s Fire Detection Model. Fire Technology, 2023; 1-32.
11.
CaoXSuYGengXWangY. YOLO-SF: YOLO for Fire Segmentation Detection. IEEE Access, 2023; 11: 111079-111092.
12.
SridharPThangavelSKParameswaranLOrugantiVRM. Fire Sensor and Surveillance Camera-Based GTCNN for Fire Detection System. IEEE Sensors Journal.2023; 23(7): 7626-7633.
