CRS4

Massidda's Publications


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Publications in 2025
Peer-reviewed publications in International Journals
[2-PMM25] [Add to your selection]
Fine-Tuning Non-Intrusive Load Monitoring Model Through User Interaction: A Practical Approach to Appliance Recognition with Limited Labeled Data
Gabriella Pusceddu, Simone Manca, Luca Massidda
Applied Energy Elsevier - 2025
[2-MM25] [Add to your selection]
Hybrid Forecasting of Demand Flexibility: A Top-Down Approach for Thermostatically Controlled Loads
Luca Massidda, Marino Marrocu
Energy and AI Elsevier pages 100487:1-17 - may 2025  doi: 10.1016/j.egyai.2025.100487
 
Publications in 2024
Peer-reviewed publications in International Journals
[2-MM24] [Add to your selection]
Estimating the value of ECMWF EPS for photovoltaic power forecasting
Marino Marrocu, Luca Massidda
Solar Energy Elsevier pages 112801 vol. 279 - september 2024  doi: 10.1016/j.solener.2024.112801
[2-MBM24] [Add to your selection]
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 Elsevier Ltd pages 112422 vol. 271 - march 2024  doi: https://doi.org/10.1016/j.solener.2024.112422
Contractual reports
[7-MMP24] [Add to your selection]
Enhancing Durum Wheat Resilience in the Mediterranean through Emergency Irrigation Scenarios. Comprehensive Analysis of First-Year Experimentation Results for the Arsinoe Project: The Sardinian Test Case.
Marino Marrocu, Luca Massidda, Gabriella Pusceddu, Simone Manca
CRS4 and AGRIS - 2024
 
Publications in 2023
Peer-reviewed publications in International Journals
[2-MM23] [Add to your selection]
Total and thermal load forecasting in residential communities through probabilistic methods and causal machine learning
Luca Massidda, Marino Marrocu
Applied Energy Elsevier pages 121783 vol. 351 - december 2023  doi: 10.1016/j.apenergy.2023.121783
Contractual reports
[7-MMP23] [Add to your selection]
Il progetto ARSINOE, il ruolo del CRS4 nel progetto, le attività svolte nel periodo M1-M18 e le attività future previste [Download PDF version]
Marino Marrocu, Luca Massidda, Gabriella Pusceddu, Simone Manca
CRS4 - 2023
 
Publications in 2022
Peer-reviewed publications in International Journals
[2-PM22] [Add to your selection]
A Complete and High-Resolution Estimate of Sardinia’s Rooftop Photovoltaic Potential
Andrea Pinna, Luca Massidda
Applied Sciences MDPI - 2022  doi: 10.3390/app13010007
[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

Display the complete list (89 publications) Download the list
1   2 .. 5