Table 4.
Appliance classification case studies.
| Dataset | House # | Sampling rate | Major appliances | Appliance type | ANFIS structure |
|---|---|---|---|---|---|
| UK-Dale | 1 | 6 s | Kettle, microwave, oven, Hairdryer, iron, vacuum cleaner, and toaster | Type-I | 5-layer 100 nodes |
| UK-Dale | 1 | 6 s | Kettle, microwave, oven, Hairdryer, iron, vacuum cleaner, and toaster | Type-I | 5-layer 200 nodes |
| UK-Dale | 1 | 6 s | Kettle, microwave, oven, Hairdryer, iron, vacuum cleaner, and toaster | Type-I | 5-layer 300 nodes |