The paper investigates the exploitation of the current availability of large amounts of floating car data (FCD) based on individual mobility for characterising car trips for forecasting the potential electric capacity of cars to be used in vehicle-to-grid services. A methodology is proposed which aims to: analyse the current car trips and to infer on the electric ones; characterise the vehicle movements; define the attributes (variables) necessary to develop models for predicting the aggregate capacity supplied by electric vehicles (EVs) to support the needs of the electricity grid. The preliminary results of its implementation in the city of Trani, a town in the Southern Italy, are presented.

Comi, A., Hriekova, O., Crisalli, U., Napoli, G. (2024). A methodology based on floating car data for forecasting the available capacity for vehicle-to-grid services. TRANSPORTATION RESEARCH PROCEDIA, 78, 47-54 [10.1016/j.trpro.2024.02.007].

A methodology based on floating car data for forecasting the available capacity for vehicle-to-grid services

Comi, Antonio
;
Crisalli, Umberto;
2024-01-01

Abstract

The paper investigates the exploitation of the current availability of large amounts of floating car data (FCD) based on individual mobility for characterising car trips for forecasting the potential electric capacity of cars to be used in vehicle-to-grid services. A methodology is proposed which aims to: analyse the current car trips and to infer on the electric ones; characterise the vehicle movements; define the attributes (variables) necessary to develop models for predicting the aggregate capacity supplied by electric vehicles (EVs) to support the needs of the electricity grid. The preliminary results of its implementation in the city of Trani, a town in the Southern Italy, are presented.
2024
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore ICAR/05
English
vehicle-to-grid; V2G; vehcile charging; vehicle recharging; electric vehicles; floating car data; car trips
“Progetto Integrato Tecnologie di accumulo elettrochimico e termico” (LA2.12-Analisi dell’offerta territoriale per la realizzazione di modelli di predizione della capacità aggregata fornita da veicoli elettrici a supporto delle esigenze della rete elettrica), Ministero della Transizione Ecologica, Italy
Comi, A., Hriekova, O., Crisalli, U., Napoli, G. (2024). A methodology based on floating car data for forecasting the available capacity for vehicle-to-grid services. TRANSPORTATION RESEARCH PROCEDIA, 78, 47-54 [10.1016/j.trpro.2024.02.007].
Comi, A; Hriekova, O; Crisalli, U; Napoli, G
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/353083
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