Energies 2012, 5(5), 1503-1531; doi:10.3390/en5051503
Article

Probabilistic Method to Assess the Impact of Charging of Electric Vehicles on Distribution Grids

1email, 1,2,3,* email, 1,2email and 1email
Received: 22 April 2012; in revised form: 5 May 2012 / Accepted: 9 May 2012 / Published: 18 May 2012
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract: This paper describes a grid impact analysis of charging electric vehicles (EV) using charging curves with detailed battery modelling. A probabilistic method using Monte Carlo was applied to a typical Spanish distribution grid, also using mobility patterns of Barcelona. To carry out this analysis, firstly, an IEEE test system was adapted to a typical distribution grid configuration; secondly, the EV and its battery types were modeled taking into account the current vehicle market and the battery characteristics; and, finally, the recharge control strategies were taken into account. Once these main features were established, a statistical probabilistic model for the household electrical demand and for the EV charging parameters was determined. Finally, with these probabilistic models, the Monte Carlo analysis was performed within the established scenario in order to study the lines’ and the transformers’ loading levels. The results show that an accurate model for the battery gives a more precise estimation about the impact on the grid. Additionally, mobility patterns have been proved to be some of the most important key aspects for these type of studies.
Keywords: electrical vehicles; distribution grids; impact study
PDF Full-text Download PDF Full-Text [3851 KB, uploaded 18 May 2012 14:42 CEST]

Export to BibTeX |
EndNote


MDPI and ACS Style

Valsera-Naranjo, E.; Sumper, A.; Villafafila-Robles, R.; Martínez-Vicente, D. Probabilistic Method to Assess the Impact of Charging of Electric Vehicles on Distribution Grids. Energies 2012, 5, 1503-1531.

AMA Style

Valsera-Naranjo E, Sumper A, Villafafila-Robles R, Martínez-Vicente D. Probabilistic Method to Assess the Impact of Charging of Electric Vehicles on Distribution Grids. Energies. 2012; 5(5):1503-1531.

Chicago/Turabian Style

Valsera-Naranjo, Eduardo; Sumper, Andreas; Villafafila-Robles, Roberto; Martínez-Vicente, David. 2012. "Probabilistic Method to Assess the Impact of Charging of Electric Vehicles on Distribution Grids." Energies 5, no. 5: 1503-1531.

Energies EISSN 1996-1073 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert