MONITORING AND PREVENTION OF URBAN FIRE BASED ON INTERNET OF THINGS (IOT) AND NodeMCU

Jean Kuate Fotso, Bénite Isaoura, Guy Phares Fotso Fotso, Pélagie Flore Temgoua Nanfack
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Abstract

Cloud computing has made it easier to access various forms of data and services through the Internet. coupling it to sensor networks makes it possible to significantly overcome the storage and computing performance limits of heterogeneous objects in the Internet of Things (IoT). In Cameroon, IoT is not yet very widespread. We use it here to monitor and prevent urban fires in real time, using a set of temperature, humidity, gas, flame and electrical power sensors that are integrated on NodeMCU, in view to detect fire starts and generate an alert. The data collected is stored and processed on Thing Speak; a second analysis is carried out locally. After calibrating the sensors, we analyzed the data and carried out a correlation test to identify the most sensitive data for the alert system. The correlation coefficient of -0.721015 between temperature and humidity allowed us to maintain the system based on data quality.
基于物联网和节点网络的城市火灾监测与预防
云计算使得通过互联网访问各种形式的数据和服务变得更加容易。将其与传感器网络耦合,可以显著克服物联网(IoT)中异构对象的存储和计算性能限制。在喀麦隆,物联网还不是很普及。我们在这里使用它来实时监控和预防城市火灾,使用一组集成在NodeMCU上的温度、湿度、气体、火焰和电力传感器,以检测火灾开始并产生警报。收集到的数据在Thing Speak上进行存储和处理;第二次分析在本地进行。在校准传感器后,我们对数据进行分析并进行相关性测试,以确定警报系统最敏感的数据。温度和湿度之间的相关系数为-0.721015,使我们能够基于数据质量来维护系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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