Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Table 19

Performance comparison with the existing models (REDD).

House	FHMM [33]	Additive FHMM [34]	HieFHMM [34]	Our model
1	0.450	0.749	0.854	0.950
3	0.590	0.619	0.834	0.835
4	0.430	0.417	0.424	0.856
5	0.500	0.795	0.796	0.911
6	0.440	0.391	0.820	0.925