Operation Analysis of Fast Charging Stations With Energy Demand Control of Electric Vehicles

被引:93
作者
Fan, Pingyi [1 ]
Sainbayar, Bilguun [1 ]
Ren, Shaolei [2 ]
机构
[1] Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol TNList, Dept Elect Engn, Beijing 100084, Peoples R China
[2] Florida Int Univ, Sch Comp & Informat Sci, Miami, FL 33199 USA
关键词
DC fast charging; electric vehicle (EV); queue analysis;
D O I
10.1109/TSG.2015.2397439
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
For dc fast charging stations (FCS), short charging time duration is its main advantage over other ac charging stations. However, due to the characteristics of internal resistance of electric vehicle (EV) batteries, if charging request of an EV is near the full state of charge (SoC), its charging time increases significantly. In this paper, considering the impact of requested SoC on charging time, we propose an operation analysis of FCS, where operators of FCS can set a limit on the EVs' requested SoC to obtain maximized revenue. We model the FCS operation as an M/G/S/K queue and incorporate the dc fast charging model into the queuing analysis, as well as the revenue model of FCS. Simulation results indicate that limiting the requested SoC in an overloaded condition at FCS can increase total charged energy and revenue of FCS, as well as decrease the probability of blocking arriving EVs.
引用
收藏
页码:1819 / 1826
页数:8
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