Sequence-to-point learning with neural networks for nonintrusive load monitoring

Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang +2

Energy disaggregation (a.k.a nonintrusive load monitoring, NILM), a single-channel blind source separation problem, aims to decompose the mains which records the whole house electr…