Search Results for author: Lorenzo Gigoni

Found 2 papers, 0 papers with code

A Scalable Predictive Maintenance Model for Detecting Wind Turbine Component Failures Based on SCADA Data

no code implementations22 Oct 2019 Lorenzo Gigoni, Alessandro Betti, Mauro Tucci, Emanuele Crisostomi

In this work, a novel predictive maintenance system is presented and applied to the main components of wind turbines.

Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants

no code implementations26 Feb 2019 Lorenzo Gigoni, Alessandro Betti, Emanuele Crisostomi, Alessandro Franco, Mauro Tucci, Fabrizio Bizzarri, Debora Mucci

The ability to accurately forecast power generation from renewable sources is nowadays recognised as a fundamental skill to improve the operation of power systems.

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