222 citations · 227 across the 4 of their papers we have counts for
6 papers
Condition monitoring and early diagnostics methodologies for hydropower plants
Alessandro Betti, Emanuele Crisostomi, Gianluca Paolinelli +3
Hydropower plants are one of the most convenient option for power generation, as they generate energy exploiting a renewable source, they have relatively low operating and maintena…
A Scalable Predictive Maintenance Model for Detecting Wind Turbine Component Failures Based on SCADA Data
Lorenzo Gigoni, Alessandro Betti, Mauro Tucci +1
In this work, a novel predictive maintenance system is presented and applied to the main components of wind turbines. The proposed model is based on machine learning and statistica…
A Machine Learning Model for Long-Term Power Generation Forecasting at Bidding Zone Level
Michela Moschella, Mauro Tucci, Emanuele Crisostomi +1
The increasing penetration level of energy generation from renewable sources is demanding for more accurate and reliable forecasting tools to support classic power grid operations…
Preference-based Energy Exchange in a Network of Microgrids
Li Bai, Dimitri Thomopulos, Emanuele Crisostomi
Peer-to-peer energy trading is emerging as a new paradigm that in the near future may disrupt conventional electricity markets and heavily affect energy exchanges in networks of mi…
Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants
Lorenzo Gigoni, Alessandro Betti, Emanuele Crisostomi +4
The ability to accurately forecast power generation from renewable sources is nowadays recognised as a fundamental skill to improve the operation of power systems. Despite the gene…
An Assessment on the Use of Stationary Vehicles as a Support to Cooperative Positioning
Rodrigo H. Ordóñez-Hurtado, Emanuele Crisostomi, Wynita M. Griggs +1
In this paper, we consider the use of stationary vehicles as tools to enhance the localisation capabilities of moving vehicles in a VANET. We examine the idea in terms of its poten…