Abstract: Conversation of Electricity is a must and it can be done by start predicting the electricity consumption. The electricity consumption is higher than the required amount. Existing system uses mysql data for datasets and mathematical calculation for the prediction process which takes longer time for processing and prediction through mathematical calculations takes more time and accuracy is lesser. The above problem can be resolved by using big data processing for large collection of data and with that data it is been used for training the machine using the random forest algorithm for predicting the electricity consumption. Through that we enter the application’s usage time accordingly in the GUI which takes the input and checks with the machine and gives the predicted range of the electricity consumption in units with the price.
Keywords: Big Data, Hadoop tool kit, Random forest algorithm, GUI.
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DOI:
10.17148/IJARCCE.2020.9812
