2019
Wavenilm: A Causal Neural Network for Power Disaggregation from the Complex Power Signal
ICASSP 2019accepted
Non-intrusive load monitoring (NILM) helps meet energy conservation goals by estimating individual appliance power usage from a single aggregate measurement. Deep neural networks have become increasingly popular in attempting to solve NILM problems; however, many of them are not causal which is impo…