370 Portuguese clients' hourly kW electricity consumption time series recorded from 2011 to 2014. The data captures longitudinal load diagrams for individual entities over a continuous 48-month period.
Use Cases
- Train regression models to forecast hourly kW load for individual clients using historical consumption patterns
- Identify anomalies in energy usage by detecting deviations in the 2011-2014 time series diagrams
- Segment the 370 clients into behavioral groups based on their diurnal and nocturnal electricity consumption cycles
Strengths
- 370 unique clients represented in the time series data
- Hourly resolution for electricity consumption measured in kW
- Temporal coverage spanning four years from 2011 to 2014