OGLIARI, EMANUELE GIOVANNI CARLO
A Hybrid Method for the Run-Of-The-River Hydroelectric Power Plant Energy Forecast: HYPE Hydrological Model and Neural Network
2020-01-01 Ogliari, Emanuele; Nespoli, Alfredo; Mussetta, Marco; Pretto, Silvia; Zimbardo, Andrea; Bonfanti, Nicholas; Aufiero, Manuele
A New Probabilistic Ensemble Method for an Enhanced Day-Ahead PV Power Forecast
2022-01-01 Pretto, S.; Ogliari, E.; Niccolai, A.; Nespoli, A.
A novel MPPT algorithm for photovoltaic systems under dynamic partial shading-Recurrent scan and track method
2016-01-01 Dolara, Alberto; Leva, Sonia; Magistrati, Giulia; Mussetta, Marco; Ogliari, EMANUELE GIOVANNI CARLO; Arvind, R. Varun
A physical hybrid artificial neural network for short term forecasting of PV plant power output
2015-01-01 Dolara, Alberto; Grimaccia, Francesco; Leva, Sonia; Mussetta, Marco; Ogliari, EMANUELE GIOVANNI CARLO
A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-based PV power forecasting
2022-01-01 Nespoli, A.; Leva, S.; Mussetta, M.; Ogliari, E.
Advanced Methods for Photovoltaic Output Power Forecasting: A Review
2020-01-01 Mellit, Adel; Massi Pavan, Alessandro; Ogliari, EMANUELE GIOVANNI CARLO; Leva, Sonia; Lughi, Vanni
An evolutionary-based MPPT algorithm for photovoltaic systems under dynamic partial shading
2018-01-01 Dolara, Alberto; Grimaccia, Francesco; Mussetta, Marco; Ogliari, Emanuele; Leva, Sonia
Analysis and validation of 24 hours ahead neural network forecasting of photovoltaic output power
2017-01-01 Leva, Sonia; Dolara, Alberto; Grimaccia, Francesco; Mussetta, Marco; Ogliari, EMANUELE GIOVANNI CARLO
Analysis and Validation of ANN PV power output forecasting at 24 hours ahead
2014-01-01 Grimaccia, Francesco; Leva, Sonia; Mussetta, Marco; Ogliari, EMANUELE GIOVANNI CARLO
ANN sizing procedure for the day-ahead output power forecast of a PV plant
2017-01-01 Grimaccia, Francesco; Leva, Sonia; Mussetta, Marco; Ogliari, Emanuele
Battery Sizing for Different Loads and RES Production Scenarios through Unsupervised Clustering Methods
2021-01-01 Nespoli, Alfredo; Matteri, Andrea; Pretto, Silvia; De Ciechi, Luca; Ogliari, Emanuele
Bayesian Hyperparameter Optimization of Stacked Long Short-Term Memory Neural Network for the State of Charge Estimation
2022-01-01 Eleftheriadis, P.; Leva, S.; Ogliari, E.
Cloud-Base Height Estimation Based on CNN and All Sky Images
2022-01-01 Ogliari, Emanuele; Nespoli, Alfredo; Collino, Elena; Ronzio, Dario
Comparison of data-driven techniques for nowcasting applied to an industrial-scale photovoltaic plant
2019-01-01 Sala, S.; Amendola, A.; Leva, S.; Mussetta, M.; Niccolai, A.; Ogliari, E.
Comparison of MPPT methods FLC PSO for PV system under variable irradiance and temperature
2021-01-01 Hayder, W.; Abid, A.; Ben Hamed, M.; Ogliari, E.; Sbita, L.
Comparison of training approaches for photovoltaic forecasts by means of machine learning
2018-01-01 Dolara, Alberto; Grimaccia, Francesco; Leva, Sonia; Mussetta, Marco; Ogliari, Emanuele
Computational intelligence in photovoltaic systems
2019-01-01 Leva, S.; Ogliari, E.
Computational intelligence techniques applied to the day ahead PV output power forecast: PHANN, SNO and mixed
2018-01-01 Ogliari, Emanuele; Niccolai, Alessandro; Leva, Sonia; Zich, Riccardo E.
Data quality analysis in day-ahead load forecast by means of LSTM
2020-01-01 Nespoli, A.; Ogliari, E.; Pretto, S.; Gavazzeni, M.; Vigani, S.; Paccanelli, F.
Day-ahead forecasting for photovoltaic power using artificial neural networks ensembles
2016-01-01 Omar, M.; Dolara, Alberto; Magistrati, Giulia; Mussetta, Marco; Ogliari, EMANUELE GIOVANNI CARLO; Viola, Fabio