Wavenilm: A causal neural network for power disaggregation from the complex power signal

Alon Harell, Stephen Makonin, Ivan V. Bajić

Non-intrusive load monitoring (NILM) helps meet energy conservation goals by estimating individual appliance power usage from a single aggregate measurement. Deep neural networks h…