Real-time energy demand forecasting based on patterns 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

  • Several granularities from 15 minutes to days and weeks