10.6084/m9.figshare.8123522.v1
Wonjong Rhee
Wonjong
Rhee
Eunjung Lee
Eunjung
Lee
Jeongyun Han
Jeongyun
Han
Hyoseop Lee
Hyoseop
Lee
Changho Shin
Changho
Shin
Jaeryun Yim
Jaeryun
Yim
House 00 in ENERTALK dataset
Springer Nature
2019
Energy
Smart Meter
Residential Power Consumption
Whole House Energy Consumption
Appliance-by-appliance Energy Consumption
NILM
Non-intrusive Load Monitoring
Energy Disaggregation
2019-09-30 13:54:57
Dataset
https://springernature.figshare.com/articles/dataset/House_00_in_ENERTALK_dataset/8123522
Zip files enertalk-dataset-{house_number} contain a directory for each houses. Each directory holds a set of subdirectories that contain Parquet files for the daily aggregate and appliance-level data. The naming convention for these subdirectories is “<dd>” (e.g. “20161124” for November 24, 2016). The Parquet files are named “\_.parquet.gzip” (e.g. “01\_fridge.parquet.gzip”). In these names, the two-digit integer is uniquely associated with a distinct measuring device in a house. Each Parquet file consists of three columns: “timestamp,” “active\_power,” and “reactive\_power.” The “timestamp” column contains Unix timestamps in milliseconds, such that 1000 corresponds to one second. The “active\_power” column represents active power in watts and the “reactive\_power” column represents reactive power in VAR (volt-ampere reactive) units.</dd>