Optimal Strategy to Exploit the Flexibility of an Electric Vehicle Charging Station

被引:37
|
作者
Diaz-Londono, Cesar [1 ,2 ]
Colangelo, Luigi [3 ]
Ruiz, Fredy [3 ,4 ]
Patino, Diego [1 ]
Novara, Carlo [3 ]
Chicco, Gianfranco [2 ]
机构
[1] Pontificia Univ Javeriana, Dept Elect, Bogota 110231, Colombia
[2] Politecn Torino, Dipartimento Energia Galileo Ferraris, I-10129 Turin, Italy
[3] Politecn Torino, Dipartimento Elettron & Telecomunicaz, I-10129 Turin, Italy
[4] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, I-20133 Milan, Italy
关键词
electric vehicle; flexible demand; model predictive control; spinning reserve; MODEL-PREDICTIVE CONTROL; RENEWABLE ENERGY; POWER-SYSTEMS; SIDE FLEXIBILITY; SMART GRIDS; OPTIMIZATION; DISPATCH; STORAGE; CARBON; GENERATION;
D O I
10.3390/en12203834
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The increasing use of electric vehicles connected to the power grid gives rise to challenges in the vehicle charging coordination, cost management, and provision of potential services to the grid. Scheduling of the power in an electric vehicle charging station is a quite challenging task, considering time-variant prices, customers with different charging time preferences, and the impact on the grid operations. The latter aspect can be addressed by exploiting the vehicle charging flexibility. In this article, a specific definition of flexibility to be used for an electric vehicle charging station is provided. Two optimal charging strategies are then proposed and evaluated, with the purpose of determining which strategy can offer spinning reserve services to the electrical grid, reducing at the same time the operation costs of the charging station. These strategies are based on a novel formulation of an economic model predictive control algorithm, aimed at minimising the charging station operation cost, and on a novel formulation of the flexibility capacity maximisation, while reducing the operation costs. These formulations incorporate the uncertainty in the arrival time and state of charge of the electric vehicles at their arrival. Both strategies lead to a considerable reduction of the costs with respect to a simple minimum time charging strategy, taken as the benchmark. In particular, the strategy that also accounts for flexibility maximisation emerges as a new tool for maintaining the grid balance giving cost savings to the charging stations.
引用
收藏
页数:29
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