Table 2 Publicly available dataset for NILM.
Dataset | Institute | Location | Number of houses | Duration per house | Aggregate sampling time | Appliance sampling time |
|---|---|---|---|---|---|---|
BLUED37 | CMU | PA, USA | 1 | 8 days | 8 ms | N/A |
REDD38 | MIT | MA, USA | 6 | 3–19 days | 1 s | 3 s |
IHEPCD8 | EDF | France | 1 | 4 years | 1 min | N/A |
Sample dataset39 | Pecan Street | TX, USA | 10 | 7 days | 1 min | 1 min |
AMPDs40 | Simon Fraser | Vancouver, Canada | 1 | 1 year | 1 min | 1 min |
UK-Dale40 | Imperial College | London, UK | 5 | 3–17 months | 6 s | 1–6 s |
