Emanuele Ogliari

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Bhattacharyya Coefficient

Partial Discharge

Top Venues

Publications

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 (2024)
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) (2024)
Panagiotis Eleftheriadis, Spyridon Giazitzis, Sonia Leva, Emanuele Ogliari
Transfer Learning Techniques for the Lithium-Ion Battery State of Charge Estimation. IEEE Access 12 (2024)
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 (2024)
Alfredo Nespoli, Emanuele Ogliari, Sonia Leva
User Behavior Clustering Based Method for EV Charging Forecast. IEEE Access 11 (2023)
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)
Wafa Hayder, Dezso Sera, Emanuele Ogliari, Aycha Abid
Hybrid MPPT method based on Neural Network and Perturb & Observe for PV systems. SSD (2022)
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)
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 (2020)
Sonia Leva, Marco Mussetta, Emanuele Ogliari
PV Module Fault Diagnosis Based on Microconverters and Day-Ahead Forecast. IEEE Trans. Ind. Electron. 66 (5) (2019)
Alfredo Nespoli, Emanuele Ogliari, Alberto Dolara, Francesco Grimaccia, Sonia Leva, Marco Mussetta
Validation of ANN Training Approaches for Day-Ahead Photovoltaic Forecasts. IJCNN (2018)
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 (2017)
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)
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)
Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari
Hybrid model analysis and validation for PV energy production forecasting. IJCNN (2014)
Minh Quan Duong, Emanuele Ogliari, Francesco Grimaccia, Sonia Leva, Marco Mussetta
Hybrid model for hourly forecast of photovoltaic and wind power. FUZZ-IEEE (2013)