Data-driven analysis and prediction using regression models on Iot based drainage monitoring system

Abstract

India with an ambitious goal has stated of coming up with a project of making over a hundred smart cities. The government needs to take several key parameters into consideration few of which are intelligent water systems, intelligent electrical systems, intelligent transport, smart homes etc. The intention of this paper is to come up with a solution using modern technologies of IOT and Machine learning to get a detailed exploration of the data collected through various IOT sensors. The data is processed and used for training the Machine learning models which help in further predicting the safety of future drain data by recognizing patterns and gathering insights using visualizations. Thus, helping to identify and analyze problems related to drains in a more efficient and optimized manner.