Sonia Leva

基本信息

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职业迁徙

个人简介

She is a Senior Member of the IEEE Power and Energy Society and a member of the IEEE Working Group Distributed Resources Modeling and Analysis.

研究兴趣

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

Panagiotis Eleftheriadis,Spyridon Giazitzis,Sonia Leva,Emanuele Ogliari

IEEE ACCESS (2024): 993-1004

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A Case Study of a Tiny Machine Learning Application for Battery State-of-Charge Estimation

Spyridon Giazitzis,Maciej Sakwa,Sonia Leva,Emanuele Ogliari, Susheel Badha, Filippo Rosetti

ELECTRONICS（2024）

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Time-Dependent Photovoltaic Performance Assessment on a Global Scale Using Artificial Neural Networks

Nicoletta Matera,Michela Longo,Sonia Leva

SUSTAINABLE ENERGY GRIDS & NETWORKS (2024)

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Comparative Study of Machine Learning Techniques for the State of Health Estimation of Li-Ion Batteries

Panagiotis Eleftheriadis,Manfredi Gangi,Sonia Leva, Alberto Valdes Rey,Emanuele Groppo,Lorenzo Grande

ELECTRIC POWER SYSTEMS RESEARCH (2024)

引用4浏览0EIWOS引用

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): 80244-80254

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Electric Vehicle Supply Equipment Monitoring and Early Fault Detection Through Autoencoders

Maciej Sakwa,Alfredo Nespoli,Silvana Matrone,Sonia Leva, Alice Guerini, Andrea Demartini,Emanuele Ogliari

Sustainable Energy Grids and Networkspp.101497-101497, (2024)

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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 TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2024)

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Impact of Temporal Resolution on the Design and Reliability of Residential Energy Systems

Olalekan Omoyele,Silvana Matrone,Maximilian Hoffmann,Emanuele Ogliari,Jann Michael Weinand,Sonia Leva,Detlef Stolten

ENERGY AND BUILDINGS (2024)

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Bifacial Photovoltaics for Agricultural Vehicles: A Comparative Energy Analysis

Domenico Mazzeo,Nicoletta Matera,Michael James Wood,Emanuele Ogliari,Sonia Leva

2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON)pp.990-995, (2024)

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Two-layer Optimization Approach for Electric Vehicle Charging Station with Dynamic Reconfiguration of Charging Points

Riccardo Ramaschi,Simone Polimeni,Ana Cabrera-Tobar,Sonia Leva

Sustainable Energy, Grids and Networkspp.101531, (2024)

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论文共 292 篇作者统计合作学者相似作者