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ORCIDEmanuele Ogliari
Person information
- affiliation: Polytechnic University of Milan, Italy
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Journal Articles
- 2024
[j11]Panagiotis Eleftheriadis
, Spyridon Giazitzis, Sonia Leva, Emanuele Ogliari:
Transfer Learning Techniques for the Lithium-Ion Battery State of Charge Estimation. IEEE Access 12: 993-1004 (2024)- [j10]Panagiotis Eleftheriadis, Spyridon Giazitzis, Julia Kowal, Sonia Leva, Emanuele Ogliari:
Joint State of Charge and State of Health Estimation Using Bidirectional LSTM and Bayesian Hyperparameter Optimization. IEEE Access 12: 80244-80254 (2024) - [j9]Silvana Matrone, Andrea Pozzi, Emanuele Ogliari, Sonia Leva:
Deep Learning-Based Predictive Control for Optimal Battery Management in Microgrids. IEEE Access 12: 141580-141593 (2024) - [j8]Mauro Palo, Emanuele Ogliari, Maciej Sakwa:
Spatial Pattern of the Seismicity Induced by Geothermal Operations at the Geysers (California) Inferred by Unsupervised Machine Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j7]Silvana Matrone, Emanuele Ogliari, Alfredo Nespoli, Sonia Leva:
Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism. IEEE Trans. Intell. Transp. Syst. 25(8): 9563-9571 (2024) - 2023
- [j6]Alfredo Nespoli, Emanuele Ogliari, Sonia Leva:
User Behavior Clustering Based Method for EV Charging Forecast. IEEE Access 11: 6273-6283 (2023) - [j5]Silvana Matrone, Emanuele Giovanni Carlo Ogliari, Alfredo Nespoli, Giambattista Gruosso, Alessandro Gandelli:
Electric Vehicles Charging Sessions Classification Technique for Optimized Battery Charge Based on Machine Learning. IEEE Access 11: 52444-52451 (2023) - 2022
- [j4]Alfredo Nespoli, Sonia Leva, Marco Mussetta, Emanuele Giovanni Carlo Ogliari:
A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-Based PV Power Forecasting. IEEE Access 10: 32900-32911 (2022) - 2020
- [j3]Sonia Leva, Alfredo Nespoli, Silvia Pretto, Marco Mussetta, Emanuele Ogliari:
PV Plant Power Nowcasting: A Real Case Comparative Study With an Open Access Dataset. IEEE Access 8: 194428-194440 (2020) - 2019
- [j2]Sonia Leva, Marco Mussetta, Emanuele Ogliari:
PV Module Fault Diagnosis Based on Microconverters and Day-Ahead Forecast. IEEE Trans. Ind. Electron. 66(5): 3928-3937 (2019) - 2017
- [j1]Sonia Leva, Alberto Dolara, Francesco Grimaccia, Marco Mussetta, Emanuele Ogliari:
Analysis and validation of 24 hours ahead neural network forecasting of photovoltaic output power. Math. Comput. Simul. 131: 88-100 (2017)
Conference and Workshop Papers
- 2023
- [c8]Emanuele Ogliari, Maciej Sakwa, Jianguo Wei, Benjamin Schubert, Weilin Liu, Mauro Palo:
Partial Discharge UHF detection and classification with Machine Learning: a real case study. COINS 2023: 1-6 - 2022
- [c7]Wafa Hayder, Dezso Sera, Emanuele Ogliari, Aycha Abid:
Hybrid MPPT method based on Neural Network and Perturb & Observe for PV systems. SSD 2022: 1401-1408 - 2021
- [c6]Wafa Hayder, Aycha Abid, Mouna Ben Hamed, Emanuele Ogliari, Lasaâd Sbita:
Comparison of MPPT methods FLC & PSO for PV system under variable irradiance and temperature. SSD 2021: 1247-1251 - 2018
- [c5]Alfredo Nespoli, Emanuele Ogliari, Alberto Dolara, Francesco Grimaccia, Sonia Leva, Marco Mussetta:
Validation of ANN Training Approaches for Day-Ahead Photovoltaic Forecasts. IJCNN 2018: 1-6 - 2016
- [c4]Emanuele Ogliari, Alberto Bolzoni, Sonia Leva, Marco Mussetta:
Day-ahead PV Power Forecast by Hybrid ANN Compared to the Five Parameters Model Estimated by Particle Filter Algorithm. ICANN (2) 2016: 291-298 - [c3]Emanuele Ogliari, Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta:
Neural forecasting of the day-ahead hourly power curve of a photovoltaic plant. IJCNN 2016: 654-659 - 2014
- [c2]Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari:
Hybrid model analysis and validation for PV energy production forecasting. IJCNN 2014: 1957-1962 - 2013
- [c1]Minh Quan Duong, Emanuele Ogliari, Francesco Grimaccia, Sonia Leva, Marco Mussetta:
Hybrid model for hourly forecast of photovoltaic and wind power. FUZZ-IEEE 2013: 1-6
Data and Artifacts
- 2022
- [d1]Sonia Leva, Alfredo Nespoli, Silvia Pretto, Marco Mussetta, Emanuele Ogliari:
Photovoltaic power and weather parameters. IEEE DataPort, 2022
Coauthor Index
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