Algorithms
Explore the available algorithms and access a detailed description of each one.
Community Analysis
Provides a secure, aggregated view of energy consumption and generation at community level. It computes totals and averages, identifies top consumers and surplus generators, and highlights behavioral extremes (percentiles).
Profile Analysis
Groups supplies by usage typology and compares each point against its profile’s aggregated standard, enabling detection of deviations and out-of-norm behaviors within homogeneous groups.
Baseline Statistics
Delivers an executive snapshot of the dataset: counts, coverage, totals, averages, and extremes. Useful to size the analysis scope before running advanced models.
Anomaly Detection
Focuses on early detection of technical issues and critical behaviors: extreme consumption spikes, technical inactivity periods, and unusual energy export events.