Table 1 Comparison of ENERTALK with other public datasets.

From: The ENERTALK dataset, 15 Hz electricity consumption data from 22 houses in Korea

Dataset Location Duration No. of houses (buildings) No. of appliance instances Sampling rate
REDD1 USA 3~19 days 6 houses 10~24 per house 15 kHz (aggregate only), 1 Hz (aggregate), 1/3 Hz (appliance)
BLUED2 USA 8 days 1 house 43 (on-off tag) 12 kHz (aggregate only)
Smart3 USA 3 months 3 houses 21~26 per house 1 Hz (aggregate and appliance)
Tracebase4 Germany 1 day N/A 122 1 Hz (appliance only)
BERDS5 USA 1 year 1 house 4 20 sec. (aggregate and appliance)
AMPds6 Canada 1 year 1 house 19 1 min. (aggregate and appliance)
iAWE7 India 73 days 1 house 33 1 Hz (aggregate), 1 Hz or 6 sec. (appliance)
GREEND8 Austria/Italy 1 year 9 houses 9 per house 1 Hz (aggregate and appliance)
ECO9,10 Switzerland 8 months 6 houses 7~10 per house 1 Hz (aggregate and appliance)
PLAID11 USA 5 seconds N/A 1074 30 kHz (appliance only)
COMBED12 India 1 month 6 buildings 200 30 sec. (aggregate and appliance)
DRED13 Holand 6 months 1 house 12 1 Hz (aggregate and appliance)
Dataport14 USA 4 + years 1200 + houses ~70 per house 1 Hz to 1 min. (aggregated and appliance)
UK-DALE15,16,17 UK 2.5 years 5 houses 5~54 per house 16 kHz (aggregate), 6 sec. (appliance)
AMPds218,19,20,21 Canada 2 years 1 house 21 1 min. (aggregate and appliance)
REFIT22,23,24 UK 2 years 20 houses 9 per house 8 sec. (aggregate and appliance)
RAE25 Canada 72 days 1 house 24 1 Hz (aggregate and appliance)
I-BLEND26,27 India 52 months 7 buildings N/A 1 min. (aggregate only)
ENERTALK51 Korea 29~122 days 22 1~7 15 Hz (aggregate and appliance)