Table 1 An overview of PLAID and similar datasets in terms of submetered data sampled at a frequency <1 Hz or ≥1 Hz, aggregated data sampled at a frequency <1 Hz or ≥1 Hz, different appliance operating modes and the number of different buildings.
From: A voltage and current measurement dataset for plug load appliance identification in households
Sampling Frequency | Appliance operating modes | # of buildings | ||||
|---|---|---|---|---|---|---|
Submetered | Aggregated | |||||
<1 Hz | ≥1 Hz | <1 Hz | ≥1 Hz | |||
PLAID | ✓ | ✓ | multiple | 65 | ||
WHITED12 | ✓ | on, off | ||||
COOLL13 | ✓ | on, off | ||||
ACS-F214 | ✓ | on, off | ||||
Tracebase15 | ✓ | on, off | ||||
REDD16 | ✓ | ✓ | on, off | 2 | ||
UK-DALE17 | ✓ | ✓ | on, off | 6 | ||
DRED19 | ✓ | ✓ | on, off | |||
Dataport20 | ✓ | ✓ | on, off | 1200+ | ||
REFIT21 | ✓ | ✓ | on, off | 20 | ||
AMPds222 | ✓ | ✓ | on, off | |||
HELD118 | ✓ | on, off | ||||