DocumentCode :
111841
Title :
A Two-Stage Margin-Based Algorithm for Optimal Plug-in Electric Vehicles Scheduling
Author :
Baccino, Francesco ; Grillo, Samuele ; Massucco, Stefano ; Silvestro, Federico
Author_Institution :
Dept. of Electr., Electron., & Telecommun. Eng. & Naval Archit., Univ. degli Studi di Genova, Genoa, Italy
Volume :
6
Issue :
2
fYear :
2015
fDate :
Mar-15
Firstpage :
759
Lastpage :
766
Abstract :
This paper proposes an optimal charging strategy for plug-in electric vehicles (PEVs) to be used in electric distribution networks. The optimization algorithm is made up of two phases: 1) an optimal power flow calculation; and 2) a linear optimization. The former, while taking into account the power system technical constraints, sets the upper bounds to the recharge power for each vehicle and the latter defines the recharge profiles of each PEV. In order to test the effectiveness of the optimization algorithm, a case study was set up. The connection of 300 PEVs to the Conseil International des Grands Réseaux Électriques (CIGRÉ) European low voltage benchmark network has been simulated. The proposed algorithm has been compared with a nonoptimal charging strategy, which assigns a flat charging profile by dividing the energy requested by the desired recharge time. The results show that the optimization algorithm both complies with the energy requests set by the end users and with the technical operation limits of the network. This allows for PEVs to provide a basic-although of paramount importance-service to the grid: the smart charge.
Keywords :
distribution networks; electric vehicles; load flow; optimisation; power generation scheduling; electric distribution networks; flat charging profile; linear optimization; nonoptimal charging strategy; optimal plug-in electric vehicles scheduling; optimal power flow calculation; power system technical constraints; two-stage margin-based algorithm; Algorithm design and analysis; Benchmark testing; Cost function; Linear programming; Load modeling; Vectors; Battery recharging optimization; optimal dispatching; optimal power flow (OPF); plug-in electric vehicle (PEV); plug-in electric {vehicle} (PEV); smart charge;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2014.2380826
Filename :
6999975
Link To Document :
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