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浙江大学学报(工学版)
电气工程     
V2G代理商调频服务经济效益评估
叶丽雅,汪震,文福拴,杨俊,江道灼
浙江大学 电气工程学院,浙江 杭州 310027
Economic benefit evaluation of V2G aggregator for frequency regulation
YE Li ya, WANG Zhen, WEN Fu shuan, YANG Jun, JIANG Dao zhuo
College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China
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摘要:

针对电动汽车调频经济调度问题,构建多时段双向充放电优化调度模型,提出启发式预测校正迭代方法,用于评估电动汽车个体的真实电池寿命折损成本.综合考虑电池寿命折损、调频容量需求和用户出行需求等因素,制定电动汽车的充放电和调频容量计划.结合私家车、公交车和出租车的出行规律,设定若干典型调频场景,采用随机时序模拟方法模拟车辆出行参数.仿真分析3类代理商在不同场景下的调频效益以及电池寿命折损情况,说明所提方法和模型的有效性.结果表明,所提出的启发式预测校正迭代方法能够有效减少电池折损费用预设引起的调度计划偏差.

Abstract:

A multi-period bidirectional charging/discharging optimization model was proposed for economic dispatches of electric vehicles (EVs) for their participation in system frequency regulation. A heuristic prediction-correction iteration algorithm was developed to evaluate the real battery wear cost for each EV. The schedule of charging/discharging and regulation capacity for EV individuals were determined with the consideration of battery wear cost, regulation capacity demand and drivers' transportation demand. According to the different travel characteristics of private cars, public buses and taxies, several typical scenarios were developed for EV's participation in frequency regulation. EV's travel behavior parameters were simulated using stochastic simulation method. The frequency regulation benefits and battery wear costs caused by these three types of EVs were investigated by simulation studies to validate the effectiveness of the proposed method. Results show that the proposed heuristic prediction-correction iteration algorithm can effectively reduce the dispatch deviation caused by the battery wear cost prespecification.

出版日期: 2016-09-22
:  TM 711  
基金资助:

国家自然科学基金中英国际合作资助项目(51361130150).

通讯作者: 汪震,男,副教授. ORCID: 0000-0001-9209-673X.     E-mail: eezwang@ieee.org
作者简介: 叶丽雅(1991-),女,硕士生,从事电动汽车V2G研究. ORCID: 0000-0002-7304-9185. E-mail:youyeer2009@126.com
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引用本文:

叶丽雅,汪震,文福拴,杨俊,江道灼. V2G代理商调频服务经济效益评估[J]. 浙江大学学报(工学版), 10.3785/j.issn.1008-973X.2016.09.26.

YE Li ya, WANG Zhen, WEN Fu shuan, YANG Jun, JIANG Dao zhuo. Economic benefit evaluation of V2G aggregator for frequency regulation. JOURNAL OF ZHEJIANG UNIVERSITY (ENGINEERING SCIENCE), 10.3785/j.issn.1008-973X.2016.09.26.

链接本文:

http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2016.09.26        http://www.zjujournals.com/eng/CN/Y2016/V50/I9/1831

[1] New York Metropolitan Travel Council and North Jersey Transportation Planning Authority. Regional travel household interview study:general final report [R/OL]. (20000225). \[2015-10-10\]. http:∥nhts.ornl.gov/2009/pub/ UsersGuideV2.pdf.
[2] U S Department of Transportation Federal Highway Administration. Summary of travel trends: 2009 national household travel survey [EB/OL]. (20110630). \[20151010\]. http:∥nhts.ornl.gov/2009/pub/stt.pdf.
[3] KEMPTON W,TOMIC J,LETENDRE S, et al. Vehicletogrid power: battery, hybrid, and fuel cell vehicles as resources for distributed electric power in California [EB/OL]. (20010601). \[20151010\]. http:∥www.udel.edu/V2G/docs/V2GCalExecSum.pdf.
[4] 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): 110.
WANG Xifan, SHAO Chengcheng, WANG Xiuli, et al. Survey of electric vehicle charging load and dispatch control strategies [J]. Proceeding of the CSEE,2013, 33(1): 110.
[5] KEMPTON W,TOMIC J. Vehicletogrid power implementation: from stabilizing the grid to supporting largescale renewable energy [J]. Journal of Power Sources, 2005, 144(1): 280-294.
[6] KEMPTON W,TOMIC J. Vehicletogrid power fundamentals: calculating capacity and net revenue [J]. Journal of Power Sources, 2005, 144(1): 268-279.
[7] WU C, MOHSENIANRAD H, HUANG J. Vehicletoaggregator interaction game [J]. IEEE Transactions on Smart Grid, 2012, 3(1): 434-442.
[8] LIN J,LEUNG K C,LI V O. Optimal scheduling with vehicletogrid regulation service [J]. IEEE Internet of Things Journal, 2014, 1(6): 556-569.
[9] EMADI A,YOUNG JOO L,RAJASHEKARA K. Power electronics and motor drives in electric, hybrid electric, and plugin hybrid electric vehicles [J]. IEEE Transactions on Industrial Electronics, 2008, 55(6): 2237-2245.
[10] LIU H,HU Z,SONG Y, et al. Vehicletogrid control for supplementary frequency regulation considering charging demands [J]. IEEE Transactions on Power Systems, 2015, 30(6): 3110-3119.
[11] KEMPTON W,UDO V,HUBER K, et al. A test of vehicletogrid (V2G) for energy storage and frequency regulation in the PJM system [EB/OL]. [2009-01-31]. http://www.udel.edu/V2G/resources/testv2g-in-pjmjan09.pdf.
[12] HAN S,HAN S,SEZAKI K. Development of an optimal vehicletogrid aggregator for frequency regulation [J]. IEEE Transactions on Smart Grid, 2010, 1(1): 65-72.
[13] 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): 4349,58.
LU Lingrong, WEN Fushuan, XUE Yusheng, et al. Economic analysis of ancillary service provision by plugin electric vehicles [J]. Automation of Electric Power Systems, 2013, 37(14): 4349,58.
[14] 姚伟锋,赵俊华,文福拴, 等. 集中充电模式下的电动汽车调频策略[J]. 电力系统自动化, 2014, 37(9): 6976.
YAO Weifeng, ZHAO Junhua, WEN Fushuan, et al. Frequency regulation stratey for electric vehicles with centralized charging [J]. Automation of Electric Power Systems, 2014, 37(9): 69-76.
[15] VAY M G, ANDERSSON G. Combined smartcharging and frequency regulation for fleets of plugin electric vehicles [C] ∥ IEEE Power and Energy Society General Meeting (PES). Vancouver: IEEE, 2013: 15.
[16] ZHOU C,QIAN K,ALLAN M, et al. Modeling of the cost of EV battery wear due to V2G application in power systems [J]. IEEE Transactions on Energy Conversion, 2011, 26(4): 10411050.
[17] CIECHANOWICZ D, KNOLL A, OSSWALD P, et al. Towards a business case for vehicletogrid:maximizing profits in ancillary service markets [M] ∥Plug in Electric Vehicles in Smart Grids. Singapore:Springer, 2015: 203-231.
[18] KAVOUSIFARD A,NIKNAM T,FOTUHI FIRUZABAD M. Stochastic reconfiguration and optimal coordination of V2G plugin electric vehicles considering correlated wind power generation [J]. IEEE Transactions on Sustainable Energy, 2015, 6(3): 822-830.
[19] 赵学顺,汪震,文福拴, 等. 一种新的自动发电控制容量预测和获取机制[J].浙江大学学报: 工学版, 2005, 39(5): 685-690.
ZHAO Xueshun, WANG Zhen, WEN Fushan, et al. New framework for forcasting and procuring automatic generation control capacity [J]. Journal of Zhejiang University: Engineering Science,2005, 39(5): 685-690.
[20] WHITE C D,ZHANG K M. Using vehicletogrid technology for frequency regulation and peakload reduction [J]. Journal of Power Sources, 2011, 196(8): 3972-3980.
[21] SCHALTZ E,KHALIGH A,RASMUSSEN P O. Influence of battery/ultracapacitor energystorage sizing on battery lifetime in a fuel cell hybrid electric vehicle [J]. IEEE Transactions on Vehicular Technology, 2009, 58(8): 3882-3891.
[22] DONADEE J,ILIC M D. Stochastic optimization of grid to vehicle frequency regulation capacity bids [J]. IEEE Transactions on Smart Grid, 2014, 5(2): 1061-1069.
[23] 张谦,李雨哲,周林, 等. 各类型电动汽车集群参与系统调频的可控数量动态变化评估[J]. 电力建设, 2015, 7(7): 160-166.
ZHANG Qian, LI Yuzhe, ZHOU Lin, et al. Evaluation of changing controllable number of different type of evs when acess into frequency regulation [J]. Electric Power Construction, 2015, 7(7): 160-166.
[24] 姚伟锋,赵俊华,文福拴, 等. 基于双层优化的电动汽车充放电调度策略[J]. 电力系统自动化, 2012, 36(11): 30-37.
YAO Weifeng, ZHAO Junhua, WEN Fushuan, et al. A charging and discharging dispatching strategy of electric vehicles based on bilevel optimization [J]. Automation of Electric Power Systems, 2012, 36(11): 30-37.

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