Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Figure 2

Four types of appliances. (a) Type 1 (On/Off): light; (b) type 2 (FSM): lamp; (c) type 3 (Continuously Variable): washing machine; (d) type 4 (Always On): refrigerator.

(a)

(b)

(c)

(d)