HiFAKES: Synthetic High-Frequency NILM Data for NILM Models Diagnostics and Generalization Testing

Ilia Kamyshev, Sahar Moghimian, Henni Ouerdane

Monitoring electricity consumption at the appliance level is crucial for increasing energy efficiency in residential and commercial buildings. Using a single meter, the non-intrusi…