CRS4

Massidda's Publications


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Publications in 2022
Peer-reviewed publications in International Journals
[2-MM22] [Add to your selection]
Coupling a Neural Network with a Spatial Downscaling Procedure to Improve Probabilistic Nowcast for Urban Rain Radars
Marino Marrocu, Luca Massidda
Forecasting MDPI pages 8845-865 vol. 4 - october 2022  doi: 10.3390/forecast4040046
[2-MM22] [Add to your selection]
Deep learning based non-intrusive load monitoring with low resolution data from smart meters [Download PDF version]
Marco Manolo Manca, Luca Massidda
Communications in Applied and Industrial Mathematics SIMAI pages 39--56 vol. 13 num. 1 - september 2022  doi: 10.2478/caim-2022-0004
[2-MM22] [Add to your selection]
A Bayesian Approach to Unsupervised, Non-Intrusive Load Disaggregation
Luca Massidda, Marino Marrocu
Sensors MDPI pages 4481 vol. 2022 num. 22 - june 2022  doi: 10.3390/ s22124481
Contractual reports
[7-MM22] [Add to your selection]
Una metodologia di radar nowcast probabilistico basata sull'accoppiamento di una rete neurale PredNet con una procedura di dowscaling.
Marino Marrocu, Luca Massidda
crs4 - june 2022
 
Publications in 2020
Peer-reviewed publications in International Journals
[2-SPM20] [Add to your selection]
A Forecasting-Based Control Algorithm for Improving Energy Managment in High Concentrator Photovoltaic Power Plant Integrated with Energy Storage Systems [Download PDF version]
Andrea Salimbeni, Mario Porru, Luca Massidda, Alfonso Damiano
Energies MDPI pages 4697 vol. 13 num. 18 - september 2020  doi: 10.3390/en13184697
[2-PM20] [Add to your selection]
A Procedure for Complete Census Estimation of Rooftop Photovoltaic Potential in Urban Areas
Andrea Pinna, Luca Massidda
Smart Cities MDPI pages 873-893 vol. 3 num. 3 - august 2020  doi: 10.3390/smartcities3030045
[2-MM20] [Add to your selection]
Performance comparison between deep learning and optical flow-based techniques for nowcast precipitation from radar images [Download PDF version]
Marino Marrocu, Luca Massidda
Forecasting MDPI pages 194-210 vol. 2 num. 2 - june 2020  doi: 10.3390/forecast2020011
[2-MMM20] [Add to your selection]
Non-intrusive load disaggregation by convolutional neural network and multilabel classification [Download PDF version]
Luca Massidda, Marino Marrocu, Simone Manca
Applied Sciences MDPI pages 1454 vol. 10 - february 2020  doi: 10.3390/app10041454
Peer-reviewed publications in international events
[4-MMM20] [Add to your selection]
Non-intrusive load disaggregation via a fully convolutional neural network: improving the accuracy on unseen household
Luca Massidda, Marino Marrocu, Simone Manca
2020 2nd IEEE International Conference on Industrial Electronics for Sustainable Energy Systems (IESES) IEEE pages 317-322 vol. 1 IEEE IEEE - september 2020  doi: 10.1109/IESES45645.2020.9210661
 
Publications in 2019
Various talks, works and publications
[5-BBC19] [Add to your selection]
TDM: un sistema aperto per l'acquisizione di dati, l'analisi e la simulazione su scala metropolitana [Download PDF version]
Fabio Bettio, Giovanni Busonera, Marco Cogoni, Roberto Deidda, Mauro Del Rio, Massimo Gaggero, Enrico Gobbetti, Simone Leo, Simone Manca, Marino Marrocu, Luca Massidda, Fabio Marton, Marco Enrico Piras, Luca Pireddu, Gabriella Pusceddu, Alessandro Seoni, Gianluigi Zanetti
Proc. GARR 2019 - Selected Papers pages 44--49 GARR - 2019  doi: 10.26314/GARR-Conf19-proceedings-09
Contractual reports
[7-MM19] [Add to your selection]
Implementazione di una rete neurale generativa per il nowcasting del campo di precipitazione stimato da immagini RADAR.
Marino Marrocu, Luca Massidda
CRS4 CRS4 num. 20191031 - october 2019
[7-MMM19] [Add to your selection]
Disaggregazione non intrusiva del carico mediante una rete neurale totalmente convolutiva
Luca Massidda, Marino Marrocu, Simone Manca
CRS4 Research Note - october 2019
[7-MM19] [Add to your selection]
Tecniche di nowcasting per immagini radar. Studio preliminare per l’applicazione operativa ai dati del radar meteo TDM.
Marino Marrocu, Luca Massidda
CRS4 Research Note - april 2019
 
Publications in 2018
Peer-reviewed publications in International Journals
[2-MM18] [Add to your selection]
Smart Meter Forecasting from One Minute to One Year Horizons [Download PDF version]
Luca Massidda, Marino Marrocu
Energies MDPI vol. 11 num. 12 - december 2018  doi: 10.3390/en11123520
[2-MM18] [Add to your selection]
Quantile Regression Post-Processing of Weather Forecast for Short-Term Solar Power Probabilistic Forecasting [Download PDF version]
Luca Massidda, Marino Marrocu
Energies MDPI pages 1763 vol. 11 num. 7 - july 2018  doi: 10.3390/en11071763
Contractual reports
[7-MM18] [Add to your selection]
Sistema di previsione della produzione fotovoltaica per gli impianti di Sardegna Ricerche a Macchiareddu
Luca Massidda, Marino Marrocu
CRS4 - january 2018
 
Publications in 2017
Peer-reviewed publications in International Journals
[2-MM17] [Add to your selection]
Decoupling Weather Influence from User Habits for an Optimal Electric Load Forecast System
Luca Massidda, Marino Marrocu
Energies MDPI pages 2171 vol. 10 num. 12 - december 2017  doi: 10.3390/en10122171
[2-MM17] [Add to your selection]
A Simple and Effective Approach for the Prediction of Turbine Power Production From Wind Speed Forecast [Download PDF version]
Marino Marrocu, Luca Massidda
Energies MDPI pages 1967 vol. 10 num. 12 - november 2017  doi: 10.3390/en10121967
[2-MM17] [Add to your selection]
Use of Multilinear Adaptive Regression Splines and Numerical Weather Prediction to forecast the power output of a PV plant in Borkum, Germany [Download PDF version]
Luca Massidda, Marino Marrocu
Solar Energy Elsevier pages 141-149 vol. 146C - april 2017  doi: 10.1016/j.solener.2017.02.007
Contractual reports
[7-MAS17] [Add to your selection]
Stato dell’arte per le tecnologie del Non Intrusive Load Monitoring e del Clustering delle utenze [Download PDF version]
Luca Massidda
CRS4 CRS4 Research Note - 2017

Display the complete list (80 publications) Download the list
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