222 citations
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cs.LG2019★ 222 cited
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…
cs.LG2019★ 8 cited
Predictive Maintenance in Photovoltaic Plants with a Big Data Approach
Alessandro Betti, Maria Luisa Lo Trovato, Fabio Salvatore Leonardi +3
This paper presents a novel and flexible solution for fault prediction based on data collected from SCADA system. Fault prediction is offered at two different levels based on a dat…