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) |
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 | 2.5 years | 5 houses | 5~54 per house | 16 kHz (aggregate), 6 sec. (appliance) | |
Canada | 2 years | 1 house | 21 | 1 min. (aggregate and appliance) | |
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) |
India | 52 months | 7 buildings | N/A | 1 min. (aggregate only) | |
ENERTALK51 | Korea | 29~122 days | 22 | 1~7 | 15 Hz (aggregate and appliance) |
