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

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