User Guidance Based Matching Strategy for Electric Vehicle-Charging Pile in Condition of Real-time Electricity Price

Dongdong LI; Weiyi DUAN; Shunfu LIN; Bo ZHOU; Yin YAO

doi:10.7500/AEPS20190726003

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User Guidance Based Matching Strategy for Electric Vehicle-Charging Pile in Condition of Real-time Electricity Price

Basic Research | 更新时间：2025-06-16

- User Guidance Based Matching Strategy for Electric Vehicle-Charging Pile in Condition of Real-time Electricity Price
- Automation of Electric Power Systems Vol. 44, Issue 8, Pages: 74-82(2020)
- 作者机构：
  
  1.上海电力大学电气工程学院，上海市 200090
  2.上海市教委高效电能应用工程研究中心，上海市 200090
- 作者简介：
- 基金信息：
  
  National Natural Science Foundation of China
- DOI：10.7500/AEPS20190726003
  CLC：
- Received：26 July 2019，
  
  Revised：2019-12-05，
  
  Published Online：08 February 2020，
  
  Published：25 April 2020
- 稿件说明：
移动端阅览
李东东,段维伊,林顺富等.实时电价条件下基于用户引导的电动汽车-充电桩匹配策略[J].电力系统自动化,2020,44(8):74-82.

LI Dongdong,DUAN Weiyi,LIN Shunfu,et al.User Guidance Based Matching Strategy for Electric Vehicle-Charging Pile in Condition of Real-time Electricity Price[J].Automation of Electric Power Systems,2020,44(8):74-82.
李东东,段维伊,林顺富等.实时电价条件下基于用户引导的电动汽车-充电桩匹配策略[J].电力系统自动化,2020,44(8):74-82. DOI： 10.7500/AEPS20190726003.

LI Dongdong,DUAN Weiyi,LIN Shunfu,et al.User Guidance Based Matching Strategy for Electric Vehicle-Charging Pile in Condition of Real-time Electricity Price[J].Automation of Electric Power Systems,2020,44(8):74-82. DOI： 10.7500/AEPS20190726003.

摘要

随着电动汽车数量的快速增长，充放电需求也日益增加，但基础设施的增长速度却较为缓慢，车多桩少的现状带来了充电桩分配不合理的问题。据此，结合市场实时需求提出一种基于用户引导的电动汽车-充电桩匹配策略。首先，从聚合商的角度建立分配函数并给出可用充电桩的信息；其次，从用户的角度建立择优函数确定可选充电桩的范围；最后，在实时电价的条件下，通过更新补贴费用引导用户在待选范围内选择合适的充电桩充放电并有效参与市场平衡。仿真结果表明，在满足市场要求的前提下，该策略更好地兼顾了用户与聚合商的双向意愿，为充电桩的合理分配提供决策依据。

Abstract

With the rapid increase of the amount of electric vehicles (EVs)

the demand for battery charging and discharging is also increasing correspondingly

but the growth rate of infrastructure construction is still relatively slow. The current situation of more EVs than charging piles leads to the problem of unbalanced distribution of charging piles. Based on this problem and combined with the real-time demand of the market

a user guidance based matching strategy for EV-charging pile is proposed. Firstly

an allocation function is established from the view of energy aggregators and the information of available charging piles is generated. Secondly

an optimization function is established from the view of users to determine the geographical range of available charging piles. Finally

considering real-time electricity prices

EV users are encouraged to select appropriate charging piles for charging and discharging within the selected geographical range and effectively participate in power dispatch by updating subsidy fees. The simulation results show that on the premise of meeting market requirements

the matching strategy for EV-charging pile considers the two-way willingness of users and aggregators

and provides a decision basis for the rational distribution of charging piles.

关键词

Keywords

references

泉州晚报 . 电动汽车充电基础设施快速增长 [EB/OL].[ 2019-02-27 ]. http://szb.qzwb.com/qzwb/html/2019-02/27/content_460950.htm http://szb.qzwb.com/qzwb/html/2019-02/27/content_460950.htm .

Quanzhou Evening News . Rapid growth of electric vehicle charging infrastructure [EB/OL]. [ 2019-02-27 ]. http://szb.qzwb.com/qzwb/html/2019-02/27/content_460950.htm http://szb.qzwb.com/qzwb/html/2019-02/27/content_460950.htm .

中国汽车报 . 全球电动汽车销量突破 200 万辆中国撑起半边天 [EB/OL].[ 2019-02-25 ]. http://www.dldcw.cn/Rediantuijian/122917.htm http://www.dldcw.cn/Rediantuijian/122917.htm .

China Automotive News . Global electric vehicle sales exceed 2 million, half of which China accounts [EB/OL]. [ 2019-02-25 ]. http://www.dldcw.cn/Rediantuijian/122917.htm http://www.dldcw.cn/Rediantuijian/122917.htm .

王宁 , 郑文晖 , 刘向 , 等 . 基于用户激励的共享电动汽车调度成本优化 [J]. 同济大学学报(自然科学版) , 2018 , 46 ( 12 ): 1668 - 1675 .

WANG Ning , ZHENG Wenhui , LIU Xiang , et al . Relocation cost optimization model of electric vehicle sharing based on user incentive [J]. Journal of Tongji University (Natural Science) , 2018 , 46 ( 12 ): 1668 - 1675 .

段小宇 , 胡泽春 , 崔岩 , 等 . 长时间尺度下的电动汽车有序充放电调度 [J]. 电网技术 , 2018 , 42 ( 12 ): 4037 - 4044 .

DUAN Xiaoyu , HU Zechun , CUI Yan , et al . Optimal charging and discharging strategy for electric vehicles in large timescales [J]. Power System Technology , 2018 , 42 ( 12 ): 4037 - 4044 .

张亚朋 , 穆云飞 , 贾宏杰 , 等 . 电动汽车虚拟电厂的多时间尺度响应能力评估模型 [J]. 电力系统自动化 , 2019 , 43 ( 12 ): 94 - 110 .

ZHANG Yapeng , MU Yunfei , JIA Hongjie , et al . Response capability evaluation model with multiple time scales for electric vehicle virtual power plant [J]. Automation of Electric Power Systems , 2019 , 43 ( 12 ): 94 - 110 .

SHEN J Y , SERKAN D , ALIREZA K . Optimization of sizing and battery cycle life in battery/ultracapacitor hybrid energy storage systems for electric vehicle applications [J]. IEEE Transactions on Industrial Informatics , 2014 , 10 ( 4 ): 2112 - 2121 .

潘樟惠 , 高赐威 , 刘顺桂 . 基于需求侧放电竞价的电动汽车充放电调度研究 [J]. 电网技术 , 2016 , 40 ( 4 ): 1140 - 1146 .

PAN Zhanghui , GAO Ciwei , LIU Shungui . Research on charging and discharging dispatch of electric vehicles based on demand side discharge bidding [J]. Power System Technology , 2016 , 40 ( 4 ): 1140 - 1146 .

FAN P Y , BILGUUN S , REN S L . Operation analysis of fast charging stations with energy demand control of electric vehicles [J]. IEEE Transactions on Smart Grid , 2015 , 6 ( 4 ): 1819 - 1826 .

向洪伟 . 基于主从博弈的负荷聚合商定价策略及可控负荷调度研究 [D]. 重庆：重庆理工大学 , 2018 .

XIANG Hongwei . Load aggregator pricing scheme based Stackelberg game and flexible loads dispatching research [D]. Chongqing : Chongqing University of Technology , 2018 .

FOUAD B , ROCHDI T , ROMAIN B , et al . Electric vehicle shortest path problem with replenishment constraint [C]// 2014 International Conference on Connected Vehicles and Expo , November 3 - 7 , 2014 , Vienna, Austria: 514 - 515 .

TIAN Y Y , XU X X , GUO Q L , et al . EV charging behavior analysis and modelling based on mobile crowdsensing data [J]. IET Generation , Transmission & Distribution , 2017 , 11 ( 7 ): 1683 - 1691 .

YANG H , YANG S , XU Y , et al . Electric vehicle route optimization considering time-of-use electricity price by learnable partheno-genetic algorithm [J]. IEEE Transactions on Smart Grid , 2015 , 6 ( 2 ): 657 - 666 .

程杉 , 王贤宁 , 冯毅煁 . 电动汽车充电站有序充电调度的分散式优化 [J]. 电力系统自动化 , 2018 , 42 ( 1 ): 39 - 46 .

CHEN Shan ， WANG Xianning , FENG Yichen . Decentralized optimization of ordered charging scheduling in electric vehicle charging station [J]. Automation of Electric Power Systems , 2018 , 42 ( 1 ): 39 - 46 .

麻秀范 , 王超 , 洪潇 , 等 . 基于实时电价的电动汽车充放电优化策略和经济调度模型 [J]. 电工技术学报 , 2016 , 31 ( 增刊1 ): 190 - 202 .

MA Xiufan , WANG Chao , HONG Xiao , et al . Optimal scheduling of charging and discharging of electric vehicle based on real time price and economic dispatch model [J]. Transactions of China Electrotechnical Society , 2016 , 31 (Supplement 1 ): 190 - 202 .

蒋东荣 , 向洪伟 , 王一雯，等 . 基于主从博弈的负荷聚合商奖励价格制定策略及可控负荷调度研究 [J]. 重庆理工大学学报(自然科学) , 2018 , 32 （ 5 ）: 169 - 176 .

JIANG Dongrong , XIANG Hongwei , WANG Yiwen , et al . Load aggregator incentive pricing scheme based Stackelberg game and flexible loads dispatching research [J]. Journal of Chongqing University of Technology (Natural Science) , 2018 , 32 ( 5 ): 169 - 176 .

孙丙香 , 何婷婷 , 牛军龙，等 . 基于换电和电池租赁模式的纯电动汽车运营成本评估及预测研究 [J]. 电工技术学报 , 2014 , 29 ( 4 ): 316 - 322 .

SUN Bingxiang , HE Tingting , NIU Junlong , et al . The operational cost evaluation and prognosis of pure electric bus based on battery swap and leasing mode [J]. Transactions of China Electrotechnical Society , 2014 , 29 ( 4 ): 316 - 322 .

崔金栋 , 罗文达 , 周念成 . 基于多视角的电动汽车有序充放电定价模型与策略研究 [J]. 中国电机工程学报 , 2018 , 38 ( 15 ): 4438 - 4450 .

CUI Jindong , LUO Wenda , ZHOU Niancheng . Research on pricing model and strategy of electric vehicle charging and discharging based on multi view [J]. Proceedings of the CSEE , 2018 , 38 ( 15 ): 4438 - 4450 .

何西 , 涂春鸣 , 王丽丽 , 等 . 考虑用户行车习惯的电动汽车充电双层控制策略 [J]. 电力系统自动化 , 2018 , 42 ( 3 ): 64 - 69 .

HE Xi , TU Chunming , WANG Lili , et al . Double-layer charging strategy for electric vehicles considering users’ driving patterns [J]. Automation of Electric Power Systems , 2018 , 42 ( 3 ): 64 - 69 .

袁昭 , 林姣 , 王晋 . 基于主客观组合赋权法的即墨区饮用水源地水安全评价 [J]. 绿色科技 , 2018 ( 14 ): 78 - 80 .

YUAN Zhao , LIN Jiao , WANG Jin . Water safety evaluation of drinking water source in Jimo District based on subjective and objective combination weighting method [J]. Journal of Green Science and Technology , 2018 ( 14 ): 78 - 80 .

REZAEE S , FARJAH E , KHORRAMDEL B . Probabilistic analysis of plug-in electric vehicles impact on electrical grid through homes and parking lots [J]. IEEE Transactions on Sustainable Energy , 2013 ， 4 ( 4 ): 1024 - 1033 .

李东东 , 邹思源 , 刘洋，等 . 共享模式下的充电桩引导与充电价格研究 [J]. 电网技术 , 2017 , 41 ( 12 ): 3971 - 3979 .

LI Dongdong , ZOU Siyuan , LIU Yang , et al . Charging pile guidance and charging price study in shared mode [J]. Power System Technology , 2017 , 41 ( 12 ): 3971 - 3979 .

麻秀范 , 李颖 , 王皓，等 . 基于电动汽车出行随机模拟的充电桩需求研究 [J]. 电工技术学报 , 2017 , 32 ( 增刊2 ): 190 - 202 .

MA Xiufan , LI Ying , WANG Hao , et al . Research on demand of charging piles based on stochastic simulation of EV trip chain [J]. Transactions of China Electrotechnical Society , 2017 , 32 (Supplement 2 ): 190 - 202 .

周志清 , 赖建浩 . 供需视角下的城市社区公共服务设施配置研究——以上海市普陀区为例 [J]. 上海房地 , 2019 ( 8 ): 39 - 45 .

ZHOU Zhiqing , LAI Jianhao . Study on the configuration of urban community public service facilities from the perspective of supply and demand—taking Putuo District of Shanghai as an example [J]. Shanghai Real Estate , 2019 ( 8 ): 39 - 45 .

比拉 , 刘佳 , 郭爱煌 . 基于车流密度的车联网城市场景中继选择算法 [J]. 通信技术 , 2017 , 50 ( 1 ): 50 - 55 .

BI La , LIU Jia , GUO Aihuang . Relay-node selection algorithm based on traffic density in urban scenario VANET [J]. Communications Technology , 2017 , 50 ( 1 ): 50 - 55 .

费思源 , 罗阳 . 电动汽车大规模接入对上海电网影响及应对策略 [J]. 供用电 , 2018 , 35 ( 9 ): 9 - 15 .

FEI Siyuan , LUO Yang . Impacts and coping strategies of large scale electric vehicle integration into Shanghai power grid [J]. Distribution & Utilization , 2018 , 35 ( 9 ): 9 - 15 .

赵明宇 , 吴峻 , 张卫国，等 . 基于时空约束的城市交流充电桩优化布局 [J]. 电力系统自动化 , 2016 , 40 ( 4 ): 66 - 70 .

ZHAO Mingyu , WU Jun , ZHANG Weiguo , et al . Optimal planning of AC charging piles based on constraints of time and space [J]. Automation of Electric Power Systems , 2016 , 40 ( 4 ): 66 - 70 .

VAGROPOULOS S I , KYRIAZIDIS D K , BAKIRTZIS A G . Real-time charging management framework for electric vehicle aggregators in a market environment [J]. IEEE Transactions on Smart Grid , 2016 , 7 ( 2 ): 948 - 957 .

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