Comparative Analysis and Optimal Operation of an On-Grid and Off-Grid Solar Photovoltaic-Based Electric Vehicle Charging Station

被引:0
|
作者
Dukpa, Andu [1 ]
Butrylo, Boguslaw [2 ]
Venkatesh, Bala [3 ]
机构
[1] Univ New Brunswick, Fac Engn, 15 Dineen Dr, Fredericton, NB E3B 5A3, Canada
[2] Bialystok Tech Univ, Fac Elect Engn, Ul Wiejska 45D, PL-15351 Bialystok, Poland
[3] Toronto Metropolitan Univ, Dept Elect Comp & Biomed Engn, 350 Victoria St, Toronto, ON M5B 2K3, Canada
关键词
solar photovoltaic; electric vehicles; grid; profit maximization; mixed-integer linear programming; DEMAND; SYSTEM;
D O I
10.3390/en16248086
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
One of the key strategies for decarbonization and green transportation is using electric vehicles (EVs). However, challenges like limited charging infrastructure, EV battery characteristics, and grid integration complexities persist. This study proposes a mixed-integer linear programming (MILP) approach to optimize a grid-connected solar PV-based commercial EV charging station (SPEVCS) with a battery energy storage system (BESS) for profit maximization. The MILP model efficiently manages SPEVCS operations, considering solar power fluctuations, EV charging patterns, and BESS usage. By coordinating charging schedules, grid stability is reinforced, and excess solar power can be lucratively managed. Comparing grid-connected and off-grid SPEVCS scenarios highlights grid integration benefits. Solar power mismatches with optimal charging periods pose a challenge, addressed here by BESS utilization and import/export of deficit/surplus power from/to the grid. The proposed framework incorporates solar power forecasts and probabilistic EV arrival predictions, enhancing decision accuracy. This approach fosters viable commercial EV charging, promotes green transportation, and reinforces grid resilience.
引用
收藏
页数:17
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