Description

Pragma uses Non-Intrusive Load Monitoring (NILM) or Energy Disaggregation as it is also known, to determine (without sensors) the individual household devices energy consumption from whole house energy data. Using complex artificial intelligence and machine learning algorithms, the product detects and extracts devices’ fingerprints and convert data into useful insights.