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eess.SP2024★ 1 cited
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…
eess.SY2024
Physics-informed appliance signatures generator for energy disaggregation
Ilia Kamyshev, Sahar Moghimian Hoosh, Henni Ouerdane
Energy disaggregation is a promising solution to access detailed information on energy consumption in a household, by itemizing its total energy consumption. However, in real-world…