Sonia Leva

34 papers B 9Journal 15Unranked 10
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
Electric Vehicles Charging Stations Distribution Equity Assessment Using GIS and Gini Coefficient.
ICECET
Babak Ranjgar, Alessandro Niccolai, Sonia Leva
2025 J jnl
Network Resilience and Sustainability: Renewable Energy-Based Solutions.
IEEE Commun. Mag.
Greta Vallero, Ana Cabrera-Tobar, Giovanni Perin, Daniela Renga, Leonardo Badia, Michele Rossi, Michela Meo, Francesco Grimaccia, 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
2025 — conf
Transport Mode Recognition Data Collection Campaign and Model Training.
CAI
Daniele Martini, Michela Longo, Sonia Leva, Sergio Vaccarini, Federica Foiadelli
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 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 — 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 J jnl
User Behavior Clustering Based Method for EV Charging Forecast.
IEEE Access
Alfredo Nespoli, Emanuele Ogliari, Sonia Leva
2022 J jnl
A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-Based PV Power Forecasting.
IEEE Access
Alfredo Nespoli, Sonia Leva, Marco Mussetta, Emanuele Giovanni Carlo Ogliari
2021 J jnl
Comparison of echo state network and feed-forward neural networks in electrical load forecasting for demand response programs.
Math. Comput. Simul.
Muhammad Mansoor, Francesco Grimaccia, Sonia Leva, Marco Mussetta
2020 J jnl
Forecasting: theory and practice.
CoRR
Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos, Mohamed Zied Babai, Devon K. Barrow, Souhaib Ben Taieb, Christoph Bergmeir, Ricardo J. Bessa, Jakub Bijak, John E. Boylan, Jethro Browell, Claudio Carnevale, Jennifer L. Castle, Pasquale Cirillo, Michael P. Clements, Clara Cordeiro, Fernando Luiz Cyrino Oliveira, Shari De Baets, Alexander Dokumentov, Joanne Ellison, Piotr Fiszeder, Philip Hans Franses, David T. Frazier, Michael Gilliland, Mustafa Sinan Gönül, Paul Goodwin, Luigi Grossi, Yael Grushka-Cockayne, Mariangela Guidolin, Massimo Guidolin, Ulrich Gunter, Xiaojia Guo, Renato Guseo, Nigel Harvey, David F. Hendry, Ross Hollyman, Tim Januschowski, Jooyoung Jeon, Victor Richmond R. Jose, Yanfei Kang, Anne B. Koehler, Stephan Kolassa, Nikolaos Kourentzes, Sonia Leva, Feng Li
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
Intelligent Approach to Improve Genetic Programming Based Intra-Day Solar Forecasting Models.
CEC
Gabriel Mendonaa de Paiva, Sergio Pires Pimentel, Sonia Leva, Marco Mussetta
2018 B conf
Modeling and Performance Evaluation of a Fuzzy Logic Controller for Buck-Boost DC/DC Converters.
FUZZ-IEEE
Minh Quan Duong, Kim Hung Le, Francesco Grimaccia, Sonia Leva, Marco Mussetta
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 B conf
A hybrid Fuzzy-PI cascade controller for transient stability improvement in DFIG wind generators.
FUZZ-IEEE
Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Kim Hung Le
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
Hybrid weather-based ANN for forecasting the production of a real wind power plant.
IJCNN
Mattia Morina, Francesco Grimaccia, 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
2015 — conf
IR real-time analyses for PV system monitoring by digital image processing techniques.
EBCCSP
Mohammadreza Aghaei, Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Riccardo Enrico Zich
2015 J jnl
Innovative Automated Control System for PV Fields Inspection and Remote Control.
IEEE Trans. Ind. Electron.
Mohammadreza Aghaei, Francesco Grimaccia, Carlo A. Gonano, Sonia Leva
2014 B conf
Hybrid model analysis and validation for PV energy production forecasting.
IJCNN
Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari
2014 B conf
Improving LVRT characteristics in variable-speed wind power generation by means of fuzzy logic.
FUZZ-IEEE
Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Riccardo Enrico Zich
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
2008 J jnl
Dynamic Analysis of a High-Speed Train.
IEEE Trans. Veh. Technol.
Sonia Leva, Adriano Paolo Morando, Paolo Colombaioni
2001 — conf
Haar state equations for power electronics system modeling.
ISCAS (3)
Alessandro Gandelli, Sonia Leva
2001 — conf
On the analysis of three-conductor transmission lines using Park transformation.
ICECS
Sonia Leva, Adriano Paolo Morando
1999 — conf
Multiresolution analysis of time-variant electrical networks.
ISCAS (6)
C. M. Arturi, Alessandro Gandelli, Sonia Leva, S. Marchi, Adriano Paolo Morando
1999 — conf
Park's equations for distributed constants line.
ICECS
Sonia Leva, Adriano Paolo Morando