Title :
Voltage unbalance analysis of distribution systems using a three-phase power flow ans a Genetic Algorithm for PEV fleets scheduling
Author :
Jimenez, A. ; Garcia, N.
Author_Institution :
UMSNH, Morelia, Mexico
Abstract :
A powerful blend based on a three-phase distribution power flow method and a Genetic Algorithm for plug-in electric vehicular fleets scheduling is proposed in this paper. The Genetic Algorithm optimizes the number of charging and discharging plug-in electric vehicles in order to efficiently manage voltage unbalances and power losses. The plug-in electric vehicle based on a voltage controlled representation is incorporated into a power flow formulation suitable for radial and unbalance distribution network. The PEV model comprises a voltage source converted (VSC) and a battery pack. While active power is regulated at the storage device according to the charging and discharging status of battery, the voltage magnitude at the point of common coupling is regulated by the VSC. Furthermore, a comprehensive VSC-based PEV equivalent model that accurately reflects the behavior of a distributed vehicular fleet is proposed in this work to carry-out efficient steady-state analyses. The impact of a plug-in vehicular fleet in the voltage unbalance of the IEEE 13-node test feeder is optimized with a multiobjective genetic algorithm, where each PEV is modeled as a Tesla Roadster EV with a lithium-ion battery pack.
Keywords :
battery powered vehicles; distribution networks; genetic algorithms; load flow; power convertors; secondary cells; IEEE 13-node test feeder; PEV fleets scheduling; PEV model; Tesla Roadster EV; VSC-based PEV equivalent model; active power regulation; battery charging; battery discharging; distributed vehicular fleet; distribution systems; lithium-ion battery pack; multiobjective genetic algorithm; plug-in electric vehicular fleets scheduling; point of common coupling regulation; power flow formulation; power losses; radial distribution network; steady-state analyses; storage device; three-phase distribution power flow method; unbalance distribution network; voltage controlled representation; voltage magnitude; voltage source convertor; voltage unbalance analysis; voltage unbalance management; Batteries; Genetic algorithms; Power conversion; Reactive power; Vehicles; Voltage control; distribution power flow; genetic algorithm; plug-in electric vehicle; voltage source converter; voltage unbalance;
Conference_Titel :
Power and Energy Society General Meeting, 2012 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-2727-5
Electronic_ISBN :
1944-9925
DOI :
10.1109/PESGM.2012.6345384