DocumentCode
679675
Title
A weighted fair queuing algorithm for charging electric vehicles on a smart grid
Author
Yingjie Zhou ; Maxemchuk, Nicholas ; Xiangying Qian ; Mohammed, Yasser
fYear
2013
fDate
29-31 Oct. 2013
Firstpage
132
Lastpage
136
Abstract
We are concerned with charging electric vehicles at home. The energy demand from electric vehicles can increase more rapidly than our ability to increase the generating capacity or the distribution facilities in the electric network. Our objective is to use a smart power distribution algorithm to reduce the inconvenience to electric vehicle owners. When there isn´t sufficient capacity to charge all of the vehicles simultaneously, we will select different subsets of vehicles to charge in each 5 minute interval. The smart grid will control a switch on each charger. The order in which we charge the vehicles has a significant effect on the number of vehicles that are delayed when they would like to leave the charging station, and the amount of time that they are delayed. By reducing these measures, electric vehicles can be deployed more rapidly. We compare a weighted fair queuing algorithm for selecting the charging order and compare it with a first-come-first-served algorithm and a round robin charging rule. The weights are selected based on the battery level when vehicles arrive at their charging stations. We assume that there is a correlation between day-to-day driving distances, and charge vehicles that require more charge more rapidly. The three charging rules are evaluated using measured data on the power usage, commuting characteristics, and the distribution of commuting times.
Keywords
battery storage plants; electric vehicles; queueing theory; smart power grids; battery level; charging order; charging station; commuting characteristics; commuting times; day-to-day driving distances; distribution facilities; electric network; electric vehicles; energy demand; first-come-first-served algorithm; generating capacity; power usage; round robin charging rule; smart grid; smart power distribution algorithm; weighted fair queuing algorithm; Batteries; Delays; Electric vehicles; Round robin; Servers; Smart grids; electric vehicle charging; smart grid; weighted fair queuing;
fLanguage
English
Publisher
ieee
Conference_Titel
Online Conference on Green Communications (GreenCom), 2013 IEEE
Conference_Location
Piscataway, NJ
Type
conf
DOI
10.1109/OnlineGreenCom.2013.6731041
Filename
6731041
Link To Document