Simultaneous Load Identification Method Based on Hybrid Features and Genetic Algorithm for Nonintrusive Load Monitoring

Table 9

Comparison of each method.

Method	SIP (%)					AIP (%)	Costtime (s)
	NC	FL	WF	HD	TV
DAPSO	94.3	95.6	92.1	91.3	95.3	93.7	211.82
CNN	95.8	98.2	93.5	95.7	94.8	95.4	314.25
QP	96.4	98.5	94.7	95.2	95.5	96.6	675.67
Proposedmethod	96.7	98.1	95.0	95.7	96.4	96.9	260.73