Emanuele Ogliari

21 papers B 4Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comparing peak electricity load forecasting models for an industrial and a residential building.
Math. Comput. Simul.
Michael Wood, Silvana Matrone, Emanuele Ogliari, Sonia Leva
2025 — conf
Probabilistic Forecast of EV Charging Demand using Quantile Regression and LSTM with Attention Mechanism.
e-Energy
Silvana Matrone, Amirhossein Heydarian Ardakani, Emanuele Ogliari, Elham Shirazi, Sonia Leva
2024 J jnl
Deep Learning-Based Predictive Control for Optimal Battery Management in Microgrids.
IEEE Access
Silvana Matrone, Andrea Pozzi, Emanuele Ogliari, Sonia Leva
2024 J jnl
Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism.
IEEE Trans. Intell. Transp. Syst.
Silvana Matrone, Emanuele Ogliari, Alfredo Nespoli, Sonia Leva
2024 — conf
Ground-Based Contrail Detection by Means of Computer Vision Models: A Comparison Between Visible and Infrared Images.
RTSI
Paolo Pertino, Leonardo Pavarino, Simone Lomolino, Enrico Miotto, Daniele Rege Cambrin, Paolo Garza, Emanuele Ogliari
2024 J jnl
Joint State of Charge and State of Health Estimation Using Bidirectional LSTM and Bayesian Hyperparameter Optimization.
IEEE Access
Panagiotis Eleftheriadis, Spyridon Giazitzis, Julia Kowal, Sonia Leva, Emanuele Ogliari
2024 J jnl
Spatial Pattern of the Seismicity Induced by Geothermal Operations at the Geysers (California) Inferred by Unsupervised Machine Learning.
IEEE Trans. Geosci. Remote. Sens.
Mauro Palo, Emanuele Ogliari, Maciej Sakwa
2024 — conf
The Value of Forecasting: The Effect of Building Load Forecast Errors on the Performance of an Optimal Energy Management System.
RTSI
Michael Wood, Emanuele Ogliari, Sonia Leva
2024 J jnl
Transfer Learning Techniques for the Lithium-Ion Battery State of Charge Estimation.
IEEE Access
Panagiotis Eleftheriadis, Spyridon Giazitzis, Sonia Leva, Emanuele Ogliari
2023 — conf
Partial Discharge UHF detection and classification with Machine Learning: a real case study.
COINS
Emanuele Ogliari, Maciej Sakwa, Jianguo Wei, Benjamin Schubert, Weilin Liu, Mauro Palo
2023 J jnl
User Behavior Clustering Based Method for EV Charging Forecast.
IEEE Access
Alfredo Nespoli, Emanuele Ogliari, Sonia Leva
2022 — conf
Hybrid MPPT method based on Neural Network and Perturb & Observe for PV systems.
SSD
Wafa Hayder, Dezso Sera, Emanuele Ogliari, Aycha Abid
2021 — conf
Comparison of MPPT methods FLC & PSO for PV system under variable irradiance and temperature.
SSD
Wafa Hayder, Aycha Abid, Mouna Ben Hamed, Emanuele Ogliari, Lasaâd Sbita
2020 J jnl
PV Plant Power Nowcasting: A Real Case Comparative Study With an Open Access Dataset.
IEEE Access
Sonia Leva, Alfredo Nespoli, Silvia Pretto, Marco Mussetta, Emanuele Ogliari
2019 J jnl
PV Module Fault Diagnosis Based on Microconverters and Day-Ahead Forecast.
IEEE Trans. Ind. Electron.
Sonia Leva, Marco Mussetta, Emanuele Ogliari
2018 B conf
Validation of ANN Training Approaches for Day-Ahead Photovoltaic Forecasts.
IJCNN
Alfredo Nespoli, Emanuele Ogliari, Alberto Dolara, Francesco Grimaccia, Sonia Leva, Marco Mussetta
2017 J jnl
Analysis and validation of 24 hours ahead neural network forecasting of photovoltaic output power.
Math. Comput. Simul.
Sonia Leva, Alberto Dolara, Francesco Grimaccia, Marco Mussetta, Emanuele Ogliari
2016 — conf
Day-ahead PV Power Forecast by Hybrid ANN Compared to the Five Parameters Model Estimated by Particle Filter Algorithm.
ICANN (2)
Emanuele Ogliari, Alberto Bolzoni, Sonia Leva, Marco Mussetta
2016 B conf
Neural forecasting of the day-ahead hourly power curve of a photovoltaic plant.
IJCNN
Emanuele Ogliari, Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta
2014 B conf
Hybrid model analysis and validation for PV energy production forecasting.
IJCNN
Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari
2013 B conf
Hybrid model for hourly forecast of photovoltaic and wind power.
FUZZ-IEEE
Minh Quan Duong, Emanuele Ogliari, Francesco Grimaccia, Sonia Leva, Marco Mussetta