Assignment Approach for Electric Vehicle Charging Using Traffic Data Collected by SUMO

Farhani, Riham; El Hillali, Yassin; Rivenq, Atika; Boughaleb, Yahia; Hajjaji, Abdelowahed

Document type :

Article dans une revue scientifique

DOI :

10.3390/wevj14020040

Title :

Assignment Approach for Electric Vehicle Charging Using Traffic Data Collected by SUMO

Author(s) :

Farhani, Riham [Auteur correspondant]
COMmunications NUMériques - IEMN [COMNUM - IEMN]
El Hillali, Yassin [Auteur]
Université Polytechnique Hauts-de-France [UPHF]
COMmunications NUMériques - IEMN [COMNUM - IEMN]
Rivenq, Atika [Auteur]
Université Polytechnique Hauts-de-France [UPHF]
COMmunications NUMériques - IEMN [COMNUM - IEMN]
Boughaleb, Yahia [Auteur]
University Hassan II [Casablanca]
Hajjaji, Abdelowahed [Auteur]
Université Chouaib Doukkali [UCD]

Journal title :

World Electric Vehicle Journal

Pages :

Publisher :

MDPI

Publication date :

2023

English keyword(s) :

smart grids
green environment
electric vehicle
charging station
trafﬁc conditions
SUMO

HAL domain(s) :

Informatique [cs]/Recherche opérationnelle [cs.RO]
Sciences de l'ingénieur [physics]/Autre

English abstract : [en]

Consumption habits are changing due to the development of new technologies around renewable energy, environmental awareness, and new incentive policies. Smart grids are seen as an effective way to accommodate more renewable ...
Show more >Consumption habits are changing due to the development of new technologies around renewable energy, environmental awareness, and new incentive policies. Smart grids are seen as an effective way to accommodate more renewable energy, achieve better control of demand, and improve the operating conditions of the electrical system. However, electric vehicles, which are an environmentally friendly alternative, have very high market penetration and require efficient electrical management at charging stations. Among the factors that have a significant impact on electrical energy consumption are traffic conditions, which can seriously impact the efficiency of electric vehicles. Therefore, the focus is on developing charging infrastructure and reducing vehicle waiting time by optimally allocating electric vehicles to charging stations. To this end, an optimization approach is presented, based on the traffic conditions collected by the SUMO simulator. This approach enables each vehicle to be assigned to the appropriate station while maintaining its battery state of charge at a higher level.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :