Optimized Capacity Allocation of Fast Charging Station with Energy Storage Based on Queuing Theory
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摘要: 电动汽车快速充电能有效解决充电时间长的缺点,但充电功率大且具有较大的随机性。为了解决这一问题,将储能应用于快速充电站,可缓解电网压力,提高电网稳定性。根据传统加油站车辆进站分布,运用排队理论对充电站进行负荷建模,以满足日最大到达率确定充电机数量。将充电机量化为储能侧充电机和电网侧充电机,构建了一种充电容量配置模型。该模型以充电站设备投资成本和购电成本最小为目标,配置充电机比例。最后通过算例验证了该模型的可行性和有效性。Abstract: Fast charging of electric vehicles can effectively solve the disadvantage of long-time charging, but it has such features as high charging power and great randomness. To solve this problem, energy storage is applied to fast charging stations for electric vehicle to alleviate the pressure of the power grid, and to enhance the stability of power grid. According to distribution of vehicle stops for traditional gas station, the Queuing Theory is used to build load model of charging station to obtain the days biggest arrival rate, then to determine the number of chargers. The chargers are divided into storage side chargers and grid side chargers, and a charging capacity allocation model is constructed. The objective of this model is to minimize investment costs of station equipment and purchase costs of electricity, so the proportion of chargers is configured. In the end, the feasibility and validity of the model are verified through an example.
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Keywords:
- fast charging /
- energy storage /
- capacity allocation /
- queuing theory
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高赐威,张亮.电动汽车充电对电网影响的综述[J].电网技术,2011,35(2):127131. 薛飞,雷宪章,张野飚,等.电动汽车与智能电网从V2G到B2G的全新结合模式[J].电网技术,2012,36(2):2934. 李如琦,苏浩益.基于排队论的电动汽车充电设施优化配置[J].电力系统自动化,2011,35(14):5861. 葛少云,冯亮,刘洪,等.考虑电量分布及行驶里程的高速公路充电站规划[J].电力自动化设备,2013,33(7):111116. 所丽,唐巍,白牧可,等.考虑削峰填谷的配电网集中型充电站选址定容规划[J].中国电机工程学报,2014,34(7):10521060. 周念成,蒲松林,王强钢.电动汽车快速充电站的储能缓冲系统控制策略[J].电力系统保护与控制,2013,41(17):127134. 赵俊华,文福拴,杨爱民,等.电动汽车对电力系统的影响及其调度与控制问题[J]. 电力系统自动化,2011,35(14):210,29. 娄宇成,张宇,贾玉健,等.充放储一体化站对电网负荷削峰填谷作用的研究[J].电气自动化,2013,35(5):4143. 杨敏霞,刘高维,房新雨,等.计及电网状态的充放储一体化站运行模式探讨[J].电网技术,2013,37(5):12021208. 刘方, 杨秀,时珊珊,等.考虑不确定因素下含充换储一体化电站的微网能量优化[J].电网技术,2015,39(3):669676. Sanzhong Bai,Du Yu , Lukic S.Optimum design of an EV/PHEV charging station with DC bus and storage system[C]//Proceedings of IEEE Conference on Energy Conversion Congress and Exposition (ECCE),Atlanta GA,2010. Huajie Ding,Zechun Hu,Yonghua Song.Value of the energy storage system in an electric bus fast charging station[J].Applied Energy,2015,157:630639. Safak Bayram,George Michailidis.Electric Power Allocation in a Network of Fast Charging Stations[J]. IEEE on selected areas in communications,2013,31(7):12351246. Moshe Zukerman.Introduction to Queueing Theory and Stochastic Teletraffic Models[M].Hong Kong:City University of Hong Kong,2015. Yunus K,De La Parra H,Reza M.Distribution Grid Impact of Plug-In Electric Vehicles Charging at Fast Charging Stations Using Stochastic Charging Model[C]//Proceedings of the 201114th European Conference on Power Electronics and Applications,Birmingham,2011. Mauri G,Valsecchi A.The role of fast charging stations for electric vehicles in the integration and optimization of distribution grid with renewable energy sources[C]//Proceedings of CIRED Workshop Conference on Integration of Renewables into the Distribution Grid ,Lisbon,2012. -
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