Real-time energy demand forecasting based on pattern recognition and machine learning

  • Historical weather data by period (temperature, rain, wind)

  • Historical consumption by period

  • Historical trading volume by period

  • Weather forecast by future period

  • Granularity from 15 minutes to days and weeks