OGLIARI, EMANUELE GIOVANNI CARLO
A Case Study of a Tiny Machine Learning Application for Battery State-of-Charge Estimation
2024-01-01 Giazitzis, Spyridon; Sakwa, Maciej; Leva, Sonia; Ogliari, Emanuele; Badha, Susheel; Rosetti, Filippo
A Comparative Study of Ladder Differential Power Processor and Bypass Diode under Partial Shading Conditions
2024-01-01 Cabrera-Tobar, Ana; Dolara, Alberto; Ogliari, Emanuele
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 Low-Resource Approach to GAN Images Generation and Evaluation in Photovoltaic Electroluminescence Dataset
2025-01-01 Polenghi, Marcello; Caldelli, Roberto; Loconsole, Claudio; Ogliari, Emanuele
A Multi-Source Deep Learning Framework for Very Short-Term Solar Irradiance Nowcasting with Satellite data and All-Sky Images
2025-01-01 Nguyen, Binh Nam; Ogliari, Emanuele; Leva, Sonia; Pafumi, Emilio
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 Data-Driven Approach for the Simultaneous Prediction of State of Health Trajectory and Remaining Useful Life in Lithium-Ion Batteries
2024-01-01 Bellomo, M.; Giazitzis, S.; Badha, S.; Rosetti, F.; Ogliari, E.; Dolara, A.; Grimaccia, F.
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.
A simplified multi-physics approach for bifacial photovoltaic modules: Theory and validation of peculiar module layout
2025-01-01 Ogliari, Emanuele; Dolara, Alberto; Mazzeo, Domenico; Lazzari, Luca; Leva, Sonia
A Techno-Economic Assessment of Integrated Photovoltaic Battery Storage Systems for Industrial Applications in Northern Italy
2025-01-01 Matera, N.; Ramaschi, R.; Cabrera-Tobar, A.; Ogliari, E.; Leva, S.
Advanced Methods for Photovoltaic Output Power Forecasting: A Review
2020-01-01 Mellit, Adel; Massi Pavan, Alessandro; Ogliari, Emanuele; 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
An experimental setup to study the heat transfer in a photovoltaic module integrated with a phase change material layer
2024-01-01 Mazzeo, D.; Ogliari, E.; Lucchini, A.; Dolara, A.; Manzolini, G.; Leva, S.; Colombo, L. P. M.
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 Bidirectional Long Short-Term Memory neural network for the State of Charge estimation
2023-01-01 Eleftheriadis, Panagiotis; Leva, Sonia; Ogliari, Emanuele