Green data mining
Energy forecasting model
Tutor
Tania CerquitelliIntelligent 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