Optimal operation of aggregated electric vehicle charging stations coupled with energy storage

被引:49
|
作者
Sarker, Mushfiqur R. [1 ]
Pandzic, Hrvoje [2 ]
Sun, Kaiwen [3 ]
Ortega-Vazquez, Miguel A. [4 ]
机构
[1] Argonne Natl Lab, Energy Syst Div, Lemont, IL 60439 USA
[2] Univ Zagreb, Fac Elect Engn & Comp, Zagreb, Croatia
[3] Univ Washington, Dept Elect Engn, Seattle, WA 98195 USA
[4] Elect Power Res Inst, Grid Operat & Planning, Palo Alto, CA USA
基金
美国国家科学基金会;
关键词
electric vehicle charging; power grids; power markets; vehicle-to-grid; aggregated electric vehicle charging stations; optimal operation; EV charging stations; parking places; commercial centres; power grid; energy storage system; arbitrage energy; time-variant EV energy demand; uncertain EV energy demand; offering-bidding strategy; day-ahead electricity market; ESS degradation; robust scheduling; price uncertainty; stochastic energy demand; cost savings; BATTERY DEGRADATION; UNCERTAINTY; BEHAVIOR; STRATEGY; AGENTS; PRICE; COST;
D O I
10.1049/iet-gtd.2017.0134
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
Charging stations are the basic infrastructure for accommodating the energy needs of electric vehicles (EVs). Companies are expected to invest in these charging stations by installing them at locations with a dense concentration of vehicles, such as parking places, commercial centres, and workplaces. In order for investors in EV charging stations to maximise their profits and mitigate the impact on the power grid, these stations would benefit from coupling with an energy storage system (ESS). ESS would be used to arbitrage energy and to balance out the time-variant and uncertain EV energy demand. This study proposes a framework to optimise the offering/bidding strategy of an ensemble of charging stations coupled with ESS in the day-ahead electricity market. The proposed framework accounts for degradation of the ESS, robust scheduling against price uncertainty, as well as stochastic energy demand from EVs. The results show the viability of the proposed framework in providing cost savings to an ensemble of EV charging stations.
引用
收藏
页码:1127 / 1136
页数:10
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