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. 2022 Feb 11;12:2384. doi: 10.1038/s41598-022-06381-7

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