An ML Approach for Household Power Consumption
R. Nafeena Abdul Munaf, K. Karthikeyan, S. Joe Patrick Gnanaraj, T. A. Sivakumar, N. Muthukumaran
Abstract
In India, electricity bill is issued for two months once for the ingestion of the power. Even though household power ingestions are low when compared to the industry, the power ingestion utilization need a prediction for future plans. According to household power ingestion, the electricity bill is more when the power ingestion goes above 500 units in Tamilnadu, India. In this work, a study has been conducted by machine learning for the prediction of power ingestion. Four models has developed for the assessment. The results are amazing for the ingestion prediction. The work is useful for the industry also for the easily assess the ingestion and its prediction.