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Design of Wireless IoT Sensor Node and Platform for Fire Detection
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Author(s): P. V. D. S. Eswar (Koneru Lakshmaiah Education Foundation, India), N. Siva (Koneru Lakshmaiah Education Foundation, India), A. V. Harish (Koneru Lakshmaiah Education Foundation, India), Arunmetha Sundaramoorthy (KL University, India) and K. Praghash (Koneru Lakshmaiah Education Foundation, India)
Copyright: 2022
Pages: 16
Source title:
Advanced Practical Approaches to Web Mining Techniques and Application
Source Author(s)/Editor(s): Ahmed J. Obaid (University of Kufa, Iraq), Zdzislaw Polkowski (Wroclaw University of Economics, Poland) and Bharat Bhushan (Sharda University, India)
DOI: 10.4018/978-1-7998-9426-1.ch012
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Abstract
We observe fire hazards causing life loss and property loss frequently in domestic and industrial scenarios. In industries we usually have many blocks or buildings, and it is impossible to check every building every second of the day. So, the authors' model continuously checks for fire and gives a signal: either buzzer or light depending on the requirement. This is an embedded way of hardware application and software. They also used different machine learning models and algorithms to predict the future time of the fire, using regression. For prototype applications, they use linear regression, and for real-time applications, they use k-means clustering or any other model for better accuracy.
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