基于主从博弈及分时电价引导的电动汽车充放电控制策略研究
Study on Charge and Discharge Control Strategies of Electric Vehicles Based on Stackelberg Game and Time-of-Use Price Guidance
DOI: 10.12677/SG.2018.84034, PDF,   
作者: 李润秋, 姚 瑾, 张 鹭:国网陕西省电力公司经济技术研究院,陕西 西安;陈 晔, 刘 菁, 杨国清:西安理工大学水利水电学院,陕西 西安
关键词: 电动汽车主从博弈分时电价电压稳定调峰Electric Vehicle Stackelberg Game Time-of-Use Price Voltage Stability Peak-Load Regulation
摘要: 随着入网电动汽车数量的增加,如何在满足电力系统稳定的基础上,实现电网、车主双方利益最大化是当前亟需解决的问题。本文基于主从博弈理论及分时电价激励机制,创建了兼顾电网负荷波动率以及车主收益的分时电价及电动汽车充放电功率优化模型。并在电网负荷平衡、系统静态稳定、电动汽车可入网容量等综合约束下,求取了满足博弈双方利益最大化的电动汽车充放电策略及分时电价。结果表明,在电动汽车可供电容量占2.33%最大负荷容量时,主从博弈及分时电价引导策略可使电网负荷峰谷差率降低12.15%,电压稳定裕度的标准差提高24.7%,单辆汽车日均收益达到10.8元,取得了良好的调控效果。
Abstract: With the increase in the number of electric vehicles entering the grid, how to maximize the inter-ests of both the grid and vehicle owners on the basis of meeting the stability of the electric power system is an urgent problem to be solved. Based on the Stackelberg game theory and the time-of-use price incentive mechanism, this paper establishes a time-average tariff that takes into account the load fluctuation rate of the grid and the owner's revenue, as well as the charging and discharging power optimization model of the electric vehicle. And under the comprehensive con-straints of grid load balancing, system static stability, and the capacity of electric vehicles that can be networked, the charging and discharging strategies and time-shared price of electric vehicles satisfying the maximization of the interests of both parties are determined. The results show that when the available capacity of electric vehicles accounts for 2.33% of the maximum load capacity, the Stackelberg game and the time-shared price guide strategy can reduce the peak load-to-valley load ratio of the power grid by 12.15% and the standard deviation of the voltage stability margin by 24.7%. The average daily income of vehicles reached 10.8 RMB, and good control effects were achieved.
文章引用:李润秋, 陈晔, 姚瑾, 张鹭, 刘菁, 杨国清. 基于主从博弈及分时电价引导的电动汽车充放电控制策略研究[J]. 智能电网, 2018, 8(4): 303-311. https://doi.org/10.12677/SG.2018.84034

参考文献

[1] 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): 127-131.
[2] Boulanger, A.G. (2011) Vehicle Electrification: Status and Issues. Proceedings of the IEEE, 99, 1116-1138. [Google Scholar] [CrossRef
[3] 陈德树, 段献忠, 何仰赞. 电力系统电压稳定性的研究现状[J]. 电网技术, 1995, 19(4): 20-24.
[4] 余娟, 李文沉, 颜伟. 静态电压稳定风险评估[J]. 中国电机工程学报, 2009, 29(28): 40-46.
[5] 吴恒, 李升, 丁道剑. 电动汽车充电对静态电压稳定裕度影响的研究[J]. 南京工程学院学报(自然科学版), 2017, 15(2): 56-62.
[6] 郑颖, 孙近文, 张冲, 等. 考虑电动汽车接入的配电系统静态电压稳定裕度研究[J]. 电工技术学报, 2014, 29(8): 20-26.
[7] 徐从启, 高瑞林, 贾桂芝, 等. 考虑分时电价电动汽车负荷的微电网优化调度[J]. 电气工程学报, 2017, 12(11): 12-20.
[8] 魏大钧, 张承慧, 孙波, 等. 基于分时电价的电动汽车充放电多目标优化调度[J]. 电网技术, 2014, 38(11): 2972-2977.
[9] 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.
[10] Pantos, M. (2012) Exploitation of Electric-Drive Vehicles in Electricity Markets. IEEE Transactions on Power Systems, 27, 682-694. [Google Scholar] [CrossRef
[11] Rotering, N. and Ilic, M. (2011) Optimal Charge Control of Plug-In Hybrid Electric Vehicles in Deregulated Electricity Markets. IEEE Transactions on Power Systems, 26, 1021-1029. [Google Scholar] [CrossRef
[12] Rajaraman, R., Sarlashkar, J.V. and Alvarado, F.L. (1997) The Effect of Demand Elasticity on Security Prices for the PoolCo and Multi-Lateral Contract Models. IEEE Transactions on Power Systems, 12, 1177-1184. [Google Scholar] [CrossRef
[13] 杨国清, 付菁, 王德意, 等. 基于一主三从博弈的风–水–气区域电力系统调度研究[J]. 电网技术, 2018, 42(2): 495-502.
[14] Li, Z.M., Li, W.B., Wang, M.Q., et al. (2017) Stackelberg Game Model of Wind Farm and Electric Vehicle Battery Switch Station. IOP Conference Series: Materials Science and Engineering, 199, 1-9.
[15] 杨国清, 王亚萍, 王德意, 等. 博弈论在光伏并网鲁棒优化调度问题中的应用[J]. 电力系统及其自动化学报, 2016, 28(8): 129-134.
[16] 魏韡, 陈玥, 刘锋, 等. 基于主从博弈的智能小区代理商定价策略及电动汽车充电管理[J]. 电网技术, 2015, 39(4): 939-945.
[17] 项顶, 宋永华, 胡泽春, 等. 电动汽车参与V2G的最优峰谷电价研究[J]. 中国电机工程学报, 2013, 33(31): 15-25.
[18] 翁国庆, 张有兵, 戚军, 等. 多类型电动汽车电池集群参与微网储能的V2G可用容量评估[J]. 电工技术学报, 2014, 29(8): 36-45.
[19] 刘利兵, 刘天琪, 张涛, 等. 计及电池动态损耗的电动汽车有序充放电策略优化[J]. 电力系统自动化, 2016, 40(5): 83-90.
[20] Mozafar, M.R., Amini, M.H. and Moradi, M.H. (2018) Innovative Appraisement of Smart Grid Operation Considering Large-Scale Integration of Electric Vehicles Enabling V2G and G2V Systems. Electric Power Systems Research, 154, 245-256. [Google Scholar] [CrossRef