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三网融合下充电服务网规划与运营探讨
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  • 英文篇名:Discussion on planning and operation of charging service network integrated with power and transportation networks
  • 作者:刘俊 ; 向月 ; 姚昊天 ; 唐铄雅 ; Shafqat ; Jawad
  • 英文作者:LIU Junyong;XIANG Yue;YAO Haotian;TANG Shuoya;Shafqat Jawad;School of Electrical Engineering, Sichuan University;
  • 关键词:电动汽车 ; 充电服务网 ; 三网融合 ; 协同规划 ; 运营模式
  • 英文关键词:electric vehicle;;charging service network;;three networks integration;;collaborative planning;;operating mode
  • 中文刊名:JDQW
  • 英文刊名:Power System Protection and Control
  • 机构:四川大学电气工程学院;
  • 出版日期:2019-06-16
  • 出版单位:电力系统保护与控制
  • 年:2019
  • 期:v.47;No.534
  • 基金:国家自然科学基金项目资助(51807127);; 四川大学新世纪高等教育教学改革项目资助(SCU8007)~~
  • 语种:中文;
  • 页:JDQW201912001
  • 页数:12
  • CN:12
  • ISSN:41-1401/TM
  • 分类号:7-18
摘要
电动汽车由于其节能减排的特点而呈现快速发展趋势。作为电动汽车的重要支撑,充电服务网的规划布局与运营模式决定了电动汽车的发展前景。首先,基于充电服务网基本元素及发展形态的研究,总结了多因素影响下的电动汽车集群规模推演与充电负荷预测方法。其次,进行充电服务网与配电网、交通网的耦合关系分析,建立三网融合下的综合评价指标体系,评估三网匹配程度。对充电基础设施规划方法的发展进行了系统阐述,提出了三网协同规划研究方法。分析了充电服务网价格机制及运营策略,提出了多重因素影响的充电服务费制定策略。最后,概述了在泛在电力物联背景下充电服务网的新型业务形态。
        Electric vehicles present a fast-growing trend due to their outstanding energy conservation and emission reduction characteristics. As significant support for electric vehicles, the actual planning and operation of the charging service network determine the advancement prospects of electric vehicles. Firstly, in light of the elements and development formation of the charging service network, electric vehicle clusters' scale evolution method and charging demand forecasting under the influence of multiple factors are highlighted. Secondly, the coupled relationship among the charging service, power distribution, and transportation network is analyzed. A comprehensive evaluation system under the integration of three networks is established to evaluate the performance of the coupled networks. The development of the charging infrastructure planning method is systematically portrayed, and collaborative network planning method of charging service as well as power and transportation networks is proposed. In addition, the price mechanism and operation strategy of the charging service network is analyzed; the charging service price formulation strategy affected by multiple factors is suggested. Finally, the new business model of charging service network based on technologies such as the ubiquitous power Internet of Things(Io T) is addressed.
引文
[1]XIANG Yue,LIU Junyong,LI Ran,et al.Economic planning of electric vehicle charging stations considering traffic constraints and load profile templates[J].Applied Energy,2016,178:647-659.
    [2]SONG Y,YANG X,LU Z.Integration of plug-in hybrid and electric vehicles:experience from China[C]//Power and Energy Society General Meeting,July 25-29,2010,Providence,RI,USA:1-6.
    [3]薛飞,雷宪章,张野颷,等.基于复杂网络的电动汽车智能充换电服务网络评估方法[J].电网技术,2012,36(9):20-24.XUE Fei,LEI Xianzhang,ZHANG Yebiao,et al.Acomplex network-based method to evaluate smart charging and swapping network for electric vehicles[J].Power System Technology,2012,36(9):20-24.
    [4]张文亮,武斌,李武峰,等.我国纯电动汽车的发展方向及能源供给模式的探讨[J].电网技术,2009,33(4):1-5.ZHANG Wenliang,WU Bin,LI Wufeng,et al.Discussion on development trend of battery electric vehicles in China and its energy supply model[J].Power System Technology,2009,33(4):1-5.
    [5]GUO Qinglai,WANG Yao,SUN Hongbin,et al.Research on architecture of ITS based smart charging guide system[C]//Proceedings of 2011 IEEE Power and Energy Society,July 24-29,2011,San Diego,CA,USA:1-5.
    [6]梅杰,高赐威.交通特性在电动汽车并网研究中的考虑[J].电网技术,2015,39(12):3549-3555.MEI Jie,GAO Ciwei.Considerations of traffic characteristics in research of grid integration of electric vehicles[J].Power System Technology,2015,39(12):3549-3555.
    [7]杜传祥,魏秀岭.基于Gompertz模型的西安市电动汽车保有量的预测研究[J].现代工业经济和信息化,2018,8(3):89-90,93.DU Chuanxiang,WEI Xiuling.Research on prediction of electric vehicle quantities in Xi'an based on Gompertz model[J].Modern Industrial Economy and Informationization,2018,8(3):89-90,93.
    [8]张国方,陈行,李顺喜.基于Bass模型和Lotka-Volterra模型预测电动汽车保有量[J].武汉理工大学学报,2017,39(8):91-98.ZHANG Guofang,CHEN Hang,LI Shunxi.Research on forecast of electric vehicle’s ownership based on the comparison of Bass model and Lotka-Volterra model[J].Journal of Wuhan University of Technology,2017,39(8):91-98.
    [9]王中阳,王威,戴建卓,等.基于弹性系数法和千人保有量法的山西省电动汽车保有量的预测[J].电网与清洁能源,2016,32(5):142-147.WANG Zhongyang,WANG Wei,DAI Jianzhuo,et al.Forecasting of electric vehicle quantity based on the elastic coefficient and Shaanxi vehicles ownership per thousand people method[J].Power System and Clean Energy,2016,32(5):142-147.
    [10]郭云鹏,彭明伟,李梁,等.基于多信息融合的电动汽车保有量预测模型分析[J].浙江电力,2015,34(1):55-58.GUO Yunpeng,PENG Mingwei,LI Liang,et al.Analysis on EV amount forecasting model based on multi-source information fusion[J].Zhejiang Electric Power,2015,34(1):55-58.
    [11]童芳,兰凤崇,陈吉清.新能源汽车发展影响因素分析及保有量预测[J].科技管理研究,2016,36(17):112-116.TONG Fang,LAN Fengchong,CHEN Jiqing.Influential factors analysis and prediction of new energy vehicle development[J].Science and Technology Management Research,2016,36(17):112-116.
    [12]陈蓉珺,何永秀,陈奋开,等.基于系统动力学和蒙特卡洛模拟的电动汽车日负荷预测[J].中国电力,2018,51(9):1-8.CHEN Rongjun,HE Yongxiu,CHEN Fenkai,et al.Long-term daily load forecast of electric vehicle based on system dynamics and Monte Carlo simulation[J].Electric Power,2018,51(9):1-8.
    [13]杨威,向月,刘俊勇,等.基于多代理技术的电动汽车规模演化模型[J].电网技术,2017,41(7):2146-2154.YANG Wei,XIANG Yue,LIU Junyong,et al.Multi-agent modeling for the scale evolution of plug-in electric vehicles[J].Power System Technology,2017,41(7):2146-2154.
    [14]YANG W,LIU J,LIU Y,et al.Multi-agent based simulation architecture for distribution system regarding PEVs[C]//2014 International Conference on Power System Technology,October 20-22,2014,Chengdu,China:3200-3206.
    [15]张洪财,胡泽春,宋永华,等.考虑时空分布的电动汽车充电负荷预测方法[J].电力系统自动化,2014,38(1):13-20.ZHANG Hongcai,HU Zechun,SONG Yonghua,et al.Aprediction method for electric vehicle charging load considering spatial and temporal distribution[J].Automation of Electric Power Systems,2014,38(1):13-20.
    [16]王晓寅,刘俊勇,唐现刚,等.基于空间负荷预测的电动汽车有序充电方法研究[J].浙江电力,2014,36(2):7-21.WANG Xiaoyin,LIU Junyong,TANG Xiangang,et al.Study on coordinated charging of electric vehicle based on spatial load forecasting[J].Zhejiang Electric Power,2014,36(2):7-21.
    [17]陈丽丹,聂涌泉,钟庆.基于出行链的电动汽车充电负荷预测模型[J].电工技术学报,2015,30(4):216-225.CHEN Lidan,NIE Yongquan,ZHONG Qing.A model for electric vehicle charging load forecasting based on trip chains[J].Transactions of China Electrotechnical Society,2015,30(4):216-225.
    [18]许威,吕林,许立雄,等.基于马尔科夫链的电动汽车充电需求计算[J].电力系统及其自动化学报,2017,29(3):12-19.XU Wei,LüLin,XU Lixiong,et al.Calculation of charging demand from electric vehicles based on Markov chain[J].Proceedings of the CSU-EPSA,2017,29(3):12-19.
    [19]邵尹池,穆云飞,余晓丹,等."车-路-网"模式下电动汽车充电负荷时空预测及其对配电网潮流的影响[J].中国电机工程学报,2017,37(18):5207-5219.SHAO Yinchi,MU Yunfei,YU Xiaodan,et al.A spatialtemporal charging load forecast and impact analysis method for distribution network using EVs-trafficdistribution model[J].Proceedings of the CSEE,2017,37(18):5207-5219.
    [20]YANG Wei,XIANG Yue,LIU Junyong,et al.Agent-based modeling for scale evolution of plug-in electric vehicles and charging demand[J].IEEE Transactions on Power Systems,2018,33(2):1915-1925.
    [21]BEAK S,KIM H,LIM Y.Multiple-vehicle origindestination matrix estimation from traffic counts using genetic algorithm[J].Journal of Transportation Engineering,2004,130(3):339-347.
    [22]XIANG Yue,LIU Junyong,TANG Shuoya,et al.Atraffic flow based planning strategy for optimal siting and sizing of charging stations[C]//IEEE PES 2015Asia-Pacific Power and Energy Conference,November15-18,2015,Brisbane,Australia:1-5.
    [23]何兆成,余志.城市道路网络动态OD估计模型[J].交通运输工程学报,2005,5(2):94-98.HE Zhaocheng,YU Zhi.Dynamic OD estimation model of urban network[J].Journal of Traffic and Transportation Engineering,2005,5(2):94-98.
    [24]肖志国.区域OD矩阵反推技术评价及其理论研究[D].武汉:华中科技大学,2006.XIAO Zhiguo.Study on evaluation and theory of regional OD matrix estimation[D].Wuhan:Huazhong University of Science and Technology,2006.
    [25]赵胜霞,刘俊勇,向月,等.考虑配电网接纳能力的电动汽车充换电服务网基础设施配置方案分析与评估[J].电力自动化设备,2016,36(6):94-101.ZHAO Shengxia,LIU Junyong,XIANG Yue,et al.Analysis and assessment considering accommodation capability of distribution network for infrastructure deployment of EVcharging/swapping service network[J].Electric Power Automation Equipment,2016,36(6):94-101.
    [26]夏露,刘畅,李斌,等.面向私人电动汽车的城市公共充电网络运营服务能力评估方法与仿真研究[J].电网技术,2015,39(12):3544-3548.XIA Lu,LIU Chang,LI Bin,et al.Evaluation methodology and simulation of service capability of urban public charging network for private electric vehicles[J].Power System Technology,2015,39(12):3544-3548.
    [27]丁丹军,戴康,张新松,等.基于模糊多目标优化的电动汽车充电网络规划[J].电力系统保护与控制,2018,46(3):43-50.DING Danjun,DAI Kang,ZHANG Xinsong,et al.Network planning for electric vehicle charging based on fuzzy multi-objective optimization[J].Power System Protection and Control,2018,46(3):43-50.
    [28]谭洋洋,杨洪耕,徐方维,等.电动汽车充电站规划方案的模糊物元评估方法[J].电力建设,2016,37(9):36-42.TAN Yangyang,YANG Honggeng,XU Fangwei,et al.Fuzzy matter-element assessment method of electric vehicle charging station planning[J].Electric Power Construction,2016,37(9):36-42.
    [29]谭洋洋,杨洪耕,徐方维,等.基于投资收益与用户效用耦合决策的电动汽车充电站优化配置[J].中国电机工程学报,2017,37(20):5951-5960.TAN Yangyang,YANG Honggeng,XU Fangwei,et al.Optimal allocation of charging station for electric vehicle based on coupled decision of investment benefit and user utility[J].Proceedings of the CSEE,2017,37(20):5951-5960.
    [30]张程嘉,刘俊勇,刘友波,等.计及全寿命周期成本的两阶段电动汽车充电网络规划模型[J].电网技术,2016,40(12):3722-3731.ZHANG Chengjia,LIU Junyong,LIU Youbo,et al.Two-stage electric charging network planning model considering life cycle cos[J].Power System Technology,2016,40(12):3722-3731.
    [31]段豪翔,吕林,向月.计及分时充电电价激励的电动汽车充电站与配电网协同规划[J].电力系统及其自动化学报,2017,29(1):103-110.DUAN Haoxiang,LüLin,XIANG Yue.Coordinated planning for electric vehicle charging station and distribution network considering time-of-use charging price[J].Proceedings of the CSU-EPSA,2017,29(1):103-110.
    [32]TANG Shuoya,LIU Junyong,XIANG Yue,et al.Combined planning strategy for charging infrastructures and distribution network integrated with district information[C]//IET International Conference on Intelligent and Connected Vehicles,September 22-23,2016,Chongqing,China:1-7.
    [33]XIANG Yue,YANG Wei,LIU Junyong,et al.Multiobjective distribution network expansion incorporating electric vehicle charging stations[J].Energies,2016,9(11):909.
    [34]辛苗苗,李永攀,张延迟,等.计及电网峰谷运行的电动汽车充电服务费定价策略[J].上海节能,2018(8):612-618.XIN Miaomiao,LI Yongpan,ZHANG Yanchi,et al.Pricing strategy of electric vehicle charging service charge based on peak and valley operation of power grid[J].Shanghai Energy Conversion,2018(8):612-618.
    [35]苏舒,严辉,丁宁,等.市场竞争模式下的充电服务费联盟博弈定价模型[J].供用电,2018,35(9):28-35.SU Shu,YAN Hui,DING Ning,et al.Alliance game pricing model of charging service fee under market competition mode[J].Distribution&Utilization,2018,35(9):28-35.
    [36]沈珑桓,宋国兵.电动汽车电池更换服务收费标准研究[J].江苏电机工程,2013,32(3):26-29.SHEN Longhuan,SONG Guobing.Research on toll standard of electric vehicles battery swap service[J].Jiangsu Electrical Engineering,2013,32(3):26-29.
    [37]刘辉,魏岩岩,汪旎,等.电动汽车入网调频控制策略研究[J].电力系统保护与控制,2015,43(23):90-95.LIU Hui,WEI Yanyan,WANG Ni,et al.V2G control for EVs participating in primary frequency regulation[J].Power System Protection and Control,2015,43(23):90-95.
    [38]师景佳,袁铁江,KHAN S A,等.计及电动汽车可调度能力的风/车协同参与机组组合策略[J].高电压技术,2018,44(10):3433-3440.SHI Jingjia,YUAN Tiejiang,KHAN S A,et al.Unit commitment strategy considering cooperated dispatch of electric vehicles based on scheduling capacity and wind power generation[J].High Voltage Engineering,2018,44(10):3433-3440.
    [39]黄媛,刘俊勇,陈井锐,等.计及电动汽车入网的负荷频率控制[J].电力系统自动化,2012,36(9):24-28.HUANG Yuan,LIU Junyong,CHEN Jingrui,et al.Load frequency control considering vehicle to grid[J].Automation of Electric Power Systems,2012,36(9):24-28.
    [40]李家壮,艾欣,胡俊杰.电动汽车参与电网二次调频建模与控制策略[J].电网技术,2019,43(2):495-503.LI Jiazhuang,AI Xin,HU Junjie.Supplementary frequency regulation modeling and control strategy with electric vehicles[J].Power System Technology,2019,43(2):495-503.
    [41]陈亦杰,刘故帅,张忠会.考虑电动汽车群和新增实体的电力市场多方交易策略研究[J].电力系统保护与控制,2018,46(13):33-40.CHEN Yijie,LIU Gushuai,ZHANG Zhonghui.A study on multi-party trading strategy of electricity market considering electric vehicle group and new entity[J].Power System Protection and Control,2018,46(13):33-40.
    [42]陆凌蓉,文福拴,薛禹胜,等.电动汽车提供辅助服务的经济性分析[J].电力系统自动化,2013,37(14):43-49.LU Lingrong,WEN Fushuan,XUE Yusheng,et al.Economic analysis of ancillary service provision by plug-in electric vehicle[J].Automation of Electric Power Systems,2013,37(14):43-49.
    [43]王晛,张华君,张少华.风电和电动汽车组成虚拟电厂参与电力市场的博弈模型[J].电力系统自动化,2019,43(3):155-164.WANG Xian,ZHANG Huajun,ZHANG Shaohua.Game model of electricity market involving virtual power plant composed of wind power and electric vehicles[J].Automation of Electric Power Systems,2019,43(3):155-164.
    [44]杨思渊,姜子卿,艾芊.考虑备用服务的电动汽车代理商竞价与定价联合优化[J].电力自动化设备,2018,38(12):25-32.YANG Siyuan,JIANG Ziqing,AI Qian.Joint optimization of bidding and pricing strategy for electric vehicle aggregators considering reserve service[J].Electric Power Automation Equipment,2018,38(12):25-32.
    [45]吴巨爱,薛禹胜,谢东亮.电动汽车聚合商对备用服务能力的优化[J/OL].电力系统自动化:1-7[2019-05-14].http://kns.cnki.net/kcms/detail/32.1180.TP.20190314.1152.012.html.WU Juai,XUE Yusheng,XIE Dongliang.Optimization of reserve service capability by electric vehicle aggregator[J/OL].Automation of Electric Power Systems:1-7[2019-05-14].http://kns.cnki.net/kcms/detail/32.1180.TP.20190314.1152.012.html.
    [46]CAI Hui,CHEN Qiyu,GUAN Zhijian,et al.Day-ahead optimal charging/discharging scheduling for electric vehicles in microgrids[J].Protection and Control of Modern Power Systems,2018,3(3):93-107.DOI:10.1186/s41601-018-0083-3.
    [47]胡文平,何立夫,陈杰军,等.考虑大规模电动汽车接入电网的双层优化调度策略[J].电力系统保护与控制,2016,44(21):22-28.HU Wenping,HE Lifu,CHEN Jiejun,et al.A bi-layer optimization based schedule considering large-scale electric vehicles[J].Power System Protection and Control,2016,44(21):22-28.
    [48]王锡凡,邵成成,王秀丽,等.电动汽车充电负荷与调度控制策略综述[J].中国电机工程学报,2013,33(1):1-10.WANG Xifan,SHAO Chengcheng,WANG Xiuli,et al.Survey of electric vehicle charging load and dispatch control strategies[J].Proceedings of the CSEE,2013,33(1):1-10.
    [49]王彪,尹霞.实时电价下含V2G功能的电动汽车理性充放电模型及其分析[J].电力系统保护与控制,2016,44(24):90-96.WANG Biao,YIN Xia.Modeling and analysis on the rational charging and discharging of electric vehicle with V2G function under real-time prices[J].Power System Protection and Control,2016,44(24):90-96.
    [50]徐智威,胡泽春,宋永华,等.基于动态分时电价的电动汽车充电站有序充电策略[J].中国电机工程学报,2014,34(22):3638-3646.XU Zhiwei,HU Zechun,SONG Yonghua,et al.Coordinated charging strategy for PEV charging stations based on dynamic time-of-use tariffs[J].Proceedings of the CSEE,2014,34(22):3638-3646.
    [51]闫志杰,张蕊萍,董海鹰,等.基于需求响应的电动汽车充放电电价与时段研究[J].电力系统保护与控制,2018,46(15):16-22.YAN Zhijie,ZHANG Ruiping,DONG Haiying,et al.Price and period research of electric vehicles charging and discharging based on demand response[J].Power System Protection and Control,2018,46(15):16-22.

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