Luca Massidda

Use of Multilinear Adaptive Regression Splines and numerical weather prediction to forecast the power output of a PV plant in Borkum, Germany

Luca Massidda, Marino Marrocu · Solar Energy · 2017 · 96 citations

Hydrometeorology, Meteorology, Power Output +12

Non-Intrusive Load Disaggregation by Convolutional Neural Network and Multilabel Classification

Luca Massidda, Marino Marrocu, Simone Manca · Applied Sciences · 2020 · 92 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +14

Probabilistic day-ahead prediction of PV generation. A comparative analysis of forecasting methodologies and of the factors influencing accuracy

Luca Massidda, Fabio Bettio, Marino Marrocu · Solar Energy · 2024 · 59 citations

Electrical Engineering, Probabilistic Forecasting, Engineering +12

Performance Comparison between Deep Learning and Optical Flow-Based Techniques for Nowcast Precipitation from Radar Images

Marino Marrocu, Luca Massidda · Forecasting · 2020 · 43 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Quantile Regression Post-Processing of Weather Forecast for Short-Term Solar Power Probabilistic Forecasting

Luca Massidda, Marino Marrocu · Energies · 2018 · 40 citations · Full text

Forecasting Methodology, Quantile Regression Post-processing, Engineering +18