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Dec 15, 2022 · The sensitive FASs are highly needed to timely detect early fire and then send out the alarm signals before rapid fire spreading. The fire warning sensors are key components of FASs. The commercially available fire warning sensors include smoke detectors and infrared heat detectors.
Fire is one of the common safety accidents. In this paper, an intelligent fire alarm system based on the Internet of Things is designed for fires. In this system, functions such as data collection, data transmission, data display, and intelligent alarm are implemented, providing strong guarantees for the safety of life and property. In this system, various environmental data can be monitored ...
The accuracy and classification speed of the CAC_ID3 algorithm are more suitable for the real conditions of an intelligent fire alarm system based on multiple sensors digital integration. Therefore, it facilitates the advancement of work related to intelligent fire alarm systems and has a good application value.
Dec 30, 2023 · This work is licensed under the Creative Commons Attribution 4.0 International License. To reduce the losses caused by fire, this paper proposes an intelligent fire monitoring system based on multi-sensor data fusion. Through the design of the temperature, smoke and flame sensors, based on the weighted least squares WLS and improved fuzzy ...
The important contributions of this work are summarized as follows: 1) Design and implementation of an IoT-enabled intelligent fire detection system using neural networks. The IoT sensors developed in this paper can detect all necessary fire information including heating release rate, smoke level, and \({CO}_{2}\) level.
Jul 17, 2019 · In the recent past, a few fire warning and alarm systems have been presented based on a combination of a smoke sensor and an alarm device to design a life-safety system. However, such fire alarm systems are sometimes error-prone and can react to non-actual indicators of fire presence classified as false warnings. There is a need for high-quality and intelligent fire alarm systems that use ...
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Nov 10, 2024 · This research contributes to the development of reliable and effective innovations for forest fire identification, highlighting the need for further research in this crucial area. On the other hand, this article [24] presents an IoT-based fire detection system designed to detect and prevent damage caused by forest fires at an early stage. Due ...
