Summary: REDD offers high and low frequency energy usage data from residential buildings, including power measurements and detailed appliance-level consumption.
| Parameter | Value |
|---|---|
| Name | The Reference Energy Disaggregation Data Set (REDD) |
| Labeled | Yes |
| Time Series | Yes |
| Simulation | No |
| Missing Values | No |
| Dataset Characteristics | Time-Series, Multivariate |
| Feature Type | Real |
| Associated Tasks | Regression, Anomaly Detection |
| Number of Instances | INA |
| Number of Features | INA |
| Date Donated | 2011 |
| Source | MIT CSAIL |
The REDD data set is presented in high frequency (kHz) and low frequency (Hz) groups. High frequency data include current and voltage measurements, while low frequency data cover Power measurement of individual circuits within the houses. The low frequency folder contains six folders, one for each house. Each sub-folder contains a number of channels for different circuits in the house. Labels of each channel which include appliance names are given in a label.dat file in each sub-folder.
Energy consumption, Residential data, High frequency data, Low frequency data, Circuit level monitoring