Green data mining

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Energy forecasting model


Tania Cerquitelli

Intelligent building management system

Jointly analysis of energy and water consumption data to efficiently support an intelligent building management system

  • localize network losses and leaks
  • detection of abnormal consumption
  • characterization of user consumption
  • forecasting energy and water consumption

Bike-sharing system

Analysis of available bikes in the stations of a public bike-sharing system to perform
  • forecasting of critical situations (e.g., empty or full stations) with the aim at supporting the adaptation of the bike redistribution schedule on the fly
  • characterization of the cyclic mobility patterns to support human mobility in urban areas