基于物联网的空气温度和空气湿度烟雾检测机器学习的高精度

S. Kumaran, Arunachalam S, Surendar V, S. T
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引用次数: 0

摘要

在当今科技发达的社会,新的创新不断发展。一个不断扩大的网络,不断致力于交换和获取有关工业物联网平台最新趋势的信息,是物联网通信项目这些新发展的来源。家庭自动化是一种通过指尖远程或自动控制家用设备的方法。这样,用户就能负担得起解决方案,提高节能效果,并充分利用能源。物联网家庭自动化的发展在很大程度上得益于这项新技术的火灾探测。像火灾这样的突发破坏性事件有可能迅速蔓延,导致社会物资和人类生命的重大损失。预防措施是必不可少的,因为一旦发生火灾,预防总是比治疗更重要。这就需要在家庭和工作场所开发消防安全设备。人们越来越关注基于物联网的自动烟雾探测系统,它可以探测房间里的烟雾,甚至跟踪它。此外,当气体传感器检测到特定数量的烟雾时,它使我们能够通知用户和消防和救援部门。这些烟雾探测器可以在家庭烟雾探测器或烟雾报警器中发出声音和视觉信号,或者将信号发送到火灾报警控制面板,作为建筑物中央火灾报警系统的一部分。利用自动烟雾探测系统。在这个自动烟雾探测系统中使用物联网(IoT)来操作所有设备,Wi-Fi屏蔽作为连接设备到网络的桥梁,以便读取烟雾传感器的数据。用户可以通过Favoriot平台访问的家中的烟雾情况由该系统持续监控。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IoT based Smoke Detection with Air Temperature and Air Humidity; High Accuracy with Machine Learning
In the present technologically advanced society, new innovations are being developed constantly. An ever-expanding network that constantly works to exchange and acquire information on the newest trends in the industrial IoT Platform is the source of these new developments in IoT communications-based projects. Home automation is a way to remotely or automatically control household equipment from the tip of your finger. The user will then be able to afford solutions, improve energy conservation, and make the best use of energy. The development of IoT home automation has been greatly aided by the detection of fire in this next technology. A sudden destructive event like fire has the potential to quickly spread, resulting in significant losses of both societal goods and human lives. Preventive actions are essential necessary since, in the event of a fire, prevention is always preferable to cure. This necessitates the need to develop a fire safety equipment in both home and workplace. More attention has been given to an IoT-based automatic smoke detection system to detect smoke in a room and even keep track of it. Additionally, it enables us to notify users and the Fire and Rescue Department when a gas sensor detects a particular amount of smoke. These smoke detectors can emit an audible and visual signal locally in a home smoke detector or smoke alarm, or they send a signal to a fire alarm control panel as part of a building's central fire alarm system. Utilizing an automatic smoke detection system. The Internet of Things (IoT) is used in this automatic smoke detection system to operate all the devices, and a Wi-Fi shield serves as a bridge to connect the devices to the network so that the data from the smoke sensor can be read. The smoke situation in a home that the user can access via the Favoriot platform is continuously monitored by this system.
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