Sonia Leva

According to our database, Sonia Leva authored at least 30 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism.

Silvana Matrone, Emanuele Ogliari, Alfredo Nespoli, Sonia Leva

IEEE Trans. Intell. Transp. Syst., August, 2024

Deep Learning-Based Predictive Control for Optimal Battery Management in Microgrids.

Silvana Matrone, Andrea Pozzi, Emanuele Ogliari, Sonia Leva

IEEE Access, 2024

Transfer Learning Techniques for the Lithium-Ion Battery State of Charge Estimation.

Panagiotis Eleftheriadis, Spyridon Giazitzis, Sonia Leva, Emanuele Ogliari

IEEE Access, 2024

Joint State of Charge and State of Health Estimation Using Bidirectional LSTM and Bayesian Hyperparameter Optimization.

Panagiotis Eleftheriadis, Spyridon Giazitzis, Julia Kowal, Sonia Leva, Emanuele Ogliari

IEEE Access, 2024

The Value of Forecasting: The Effect of Building Load Forecast Errors on the Performance of an Optimal Energy Management System.

Michael Wood, Emanuele Ogliari, Sonia Leva

Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2024

2023

User Behavior Clustering Based Method for EV Charging Forecast.

Alfredo Nespoli, Emanuele Ogliari, Sonia Leva

IEEE Access, 2023

2022

Photovoltaic power and weather parameters.

Sonia Leva, Alfredo Nespoli, Silvia Pretto, Marco Mussetta, Emanuele Ogliari

Dataset, May, 2022

A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-Based PV Power Forecasting.

Alfredo Nespoli, Sonia Leva, Marco Mussetta, Emanuele Giovanni Carlo Ogliari

IEEE Access, 2022

2021

Comparison of echo state network and feed-forward neural networks in electrical load forecasting for demand response programs.

Muhammad Mansoor, Francesco Grimaccia, Sonia Leva, Marco Mussetta

Math. Comput. Simul., 2021

2020

Forecasting: theory and practice.

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

CoRR, 2020

PV Plant Power Nowcasting: A Real Case Comparative Study With an Open Access Dataset.

Sonia Leva, Alfredo Nespoli, Silvia Pretto, Marco Mussetta, Emanuele Ogliari

IEEE Access, 2020

2019

PV Module Fault Diagnosis Based on Microconverters and Day-Ahead Forecast.

Sonia Leva, Marco Mussetta, Emanuele Ogliari

IEEE Trans. Ind. Electron., 2019

2018

Validation of ANN Training Approaches for Day-Ahead Photovoltaic Forecasts.

Alfredo Nespoli, Emanuele Ogliari, Alberto Dolara, Francesco Grimaccia, Sonia Leva, Marco Mussetta

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Modeling and Performance Evaluation of a Fuzzy Logic Controller for Buck-Boost DC/DC Converters.

Minh Quan Duong, Kim Hung Le, Francesco Grimaccia, Sonia Leva, Marco Mussetta

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Intelligent Approach to Improve Genetic Programming Based Intra-Day Solar Forecasting Models.

Gabriel Mendonaa de Paiva, Sergio Pires Pimentel, Sonia Leva, Marco Mussetta

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Analysis and validation of 24 hours ahead neural network forecasting of photovoltaic output power.

Sonia Leva, Alberto Dolara, Francesco Grimaccia, Marco Mussetta, Emanuele Ogliari

Math. Comput. Simul., 2017

2016

Neural forecasting of the day-ahead hourly power curve of a photovoltaic plant.

Emanuele Ogliari, Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Hybrid weather-based ANN for forecasting the production of a real wind power plant.

Mattia Morina, Francesco Grimaccia, Sonia Leva, Marco Mussetta

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Day-ahead PV Power Forecast by Hybrid ANN Compared to the Five Parameters Model Estimated by Particle Filter Algorithm.

Emanuele Ogliari, Alberto Bolzoni, Sonia Leva, Marco Mussetta

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

A hybrid Fuzzy-PI cascade controller for transient stability improvement in DFIG wind generators.

Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Kim Hung Le

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Innovative Automated Control System for PV Fields Inspection and Remote Control.

Mohammadreza Aghaei, Francesco Grimaccia, Carlo A. Gonano, Sonia Leva

IEEE Trans. Ind. Electron., 2015

IR real-time analyses for PV system monitoring by digital image processing techniques.

Mohammadreza Aghaei, Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Riccardo Enrico Zich

Proceedings of the International Conference on Event-based Control, 2015

2014

Hybrid model analysis and validation for PV energy production forecasting.

Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Improving LVRT characteristics in variable-speed wind power generation by means of fuzzy logic.

Minh Quan Duong, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Riccardo Enrico Zich

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Hybrid model for hourly forecast of photovoltaic and wind power.

Minh Quan Duong, Emanuele Ogliari, Francesco Grimaccia, Sonia Leva, Marco Mussetta

Proceedings of the FUZZ-IEEE 2013, 2013

2008

Dynamic Analysis of a High-Speed Train.

Sonia Leva, Adriano Paolo Morando, Paolo Colombaioni

IEEE Trans. Veh. Technol., 2008

2001

Haar state equations for power electronics system modeling.

Alessandro Gandelli, Sonia Leva

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

On the analysis of three-conductor transmission lines using Park transformation.

Sonia Leva, Adriano Paolo Morando

Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

1999

Multiresolution analysis of time-variant electrical networks.

C. M. Arturi, Alessandro Gandelli, Sonia Leva, S. Marchi, Adriano Paolo Morando

Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

Park's equations for distributed constants line.

Sonia Leva, Adriano Paolo Morando

Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999