PowerGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks

Alon Harell, Richard Jones, Stephen Makonin +1

Non-intrusive load monitoring (NILM) allows users and energy providers to gain insight into home appliance electricity consumption using only the building's smart meter. Most curre…