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Silvana Matrone

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

152

TOTAL CITATIONS

8

Scholarly Papers (3)

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1.

Electric Vehicle Supply Equipment Monitoring and Early Fault Detection Through Autoencoders

Number of pages: 24 Posted: 21 Mar 2024
Silvana Matrone, Alfredo Nespoli, Emanuele Ogliari, Sonia Leva, Alice Guerini and Andrea Demartini
affiliation not provided to SSRN, Polytechnic University of Milan, Polytechnic University of Milan, Polytechnic University of Milan, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 68 (891,180)

Abstract:

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Electric Vehicle, AutoEncoder, Anomaly Detection, ElectricVehicle Supply Equipment, Early Fault Detection

2.

Probabilistic Forecast of EV Charging Demand with Copula Informed Quantile Regression

Number of pages: 15 Posted: 06 Dec 2025
Silvana Matrone, Emanuele Ogliari and Elham Shirazi
affiliation not provided to SSRN, Polytechnic University of Milan and University of Twente
Downloads 56 (1,010,164)

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Electric Vehicles, EV Load Forecast, Long Short-Term Memory, Probabilistic Forecast, Quantile
Regression, Copula

3.

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

Number of pages: 27 Posted: 20 Mar 2024
Olalekan Omoyele, Silvana Matrone, Maximilian Hoffmann, Emanuele Ogliari, Jann Michael Weinand, Sonia Leva and Detlef Stolten
Forschungszentrum Jülich, affiliation not provided to SSRN, affiliation not provided to SSRN, Polytechnic University of Milan, Karlsruhe Institute of Technology - Institute for Industrial Production (IIP), Polytechnic University of Milan and RWTH Aachen University
Downloads 28 (1,345,526)
Citation 8

Abstract:

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Temporal resolutionTime series aggregationRenewable energy systemsSelf-sufficiencyLost loadSub-hourly