Table 3 Main research fields that are based on the energy consumption datasets.

From: The ENERTALK dataset, 15 Hz electricity consumption data from 22 houses in Korea

Research field Description
Energy disaggregation (Non-Intrusive Load Monitoring; NILM) Estimation of the power consumption of an individual appliance from the aggregated power consumption29,30,31,32,33,34,35,36,37
User segmentation Categorization of users based on energy consumption behavior41,42,43,44
Electricity consumption pattern analysis Exploratory data analysis on residential electricity consumption patterns42,45,46
Power consumption forecasting Prediction of power consumption based on power consumption history47,48,49