摘要
计及分布式电源输出功率的不确定性,提出一种含分布式电源的配电网网架规划方法。依据模糊理论分别建立风机机组输出功率模型及光伏发电输出功率模型。以年平均投资运行费用模糊期望值最小为目标函数,以渗透率约束、节点电压、网络拓扑约束和潮流平衡为约束条件,建立含分布式电源的配电网网架规划模型。采用融合基于边界值的配电网模糊潮流算法和模糊期望值理论的潮流计算方法,利用遗传算法改进整数编码方式求解。仿真算例表明所提方法的可行性和实用性。
The uncertainty impacts of the distributed generations are considered to establish a configuration planning method for the distribution systems. Based on the fuzzy theory, the active and reactive power models of wind-driven generators and photovoltaic cells are formulated. Moreover, the minimum value of the annual average operating cost and the fuzzy expectation value are formulated as objective function, and the nodal voltage, network topology constraints and tidal current balance are formulated as constraints in the planning model. In accordance with fuzzy expectation value theory and boundary value-based distribution network, the fuzzy power flow calculation method is used to improve the integer coding method by genetic algorithm. Simulation examples show the feasibility and practicability of the proposed method.
引文
[1]马瑞,金艳,刘鸣春.基于机会约束规划的主动配电网分布式风光双层优化配置[J].电工技术学报2016,31(3):145-154.Ma Rui,Jin Yan,Liu Mingchun.Bi-level optimal configuration of distribution wind and photovoltaic generations in active distribution network based on chance constrained programming[J].Transactions of China Electrotechnical Society,2016,31(3):145-154.
[2]王文彬,伍小生,朱傲,等.基于层次分析法的配电网“低电压”智能规划与综合治理评估技术研究及应用[J].电工技术学报,2018,33(增刊2):596-607.Wang Wenbin,Wu Xiaosheng,Zhu Ao,et al.Research and application of low-voltage intelligent planning and comprehensive treatment evaluation technology for distribution network based on analytic hierarchy process[J].Transactions of China Electrotechnical Society,2018,33(S2):596-607.
[3]麻秀范.含分布式电源的配电网规划与优化运行研究[D].北京:华北电力大学,2013.
[4]汪隆君,郭俊宏,王钢,等.主动配电网孤岛划分的混合整数规划模型[J].电工技术学报,2016,31(15):136-146.Wang Longjun,Guo Junhong,Wang Gang,et al.Amixed integer programming model for islanding partition of active distribution network[J].Transactions of China Electrotechnical Society,201631(15):136-146.
[5]王敏,丁明.含分布式电源的配电系统规划[J].电力系统及其自动化学报,2004,16(6):5-8.Wang Min,Ding Ming.Distribution network planning including distributed generation[J].Proceedings of the CSU-EPSA,2004,16(6):5-8.
[6]王成山,陈恺,谢莹华,等.配电网扩展规划中分布式电源的选址和定容[J].电力系统自动化,200630(3):38-43.Wang Chengshan,Chen Kai,Xie Yinghua,et al.Siting and sizing of distributed generation in distribution network expansion planning[J].Automation of Electric Power Systems,2006,30(3):38-43.
[7]胡宝清.模糊理论基础[M].武汉:武汉大学出版社,2010.
[8]张焰,陈章潮.电网规划中的模糊潮流计算[J].电力系统自动化,1998,22(3):20-22.Zhang Yan,Chen Zhangchao.The calculation of fuzzy load flow in electric power planning[J].Automation of Electric Power Systems,1998,22(3):20-22.
[9]洪芦诚,石立宝,姚良忠,等.计及风电场发电功率不确定性的电力系统模糊潮流[J].电工技术学报,2010,25(8):116-122.Hong Lucheng,Shi Libao,Yao Liangzhong,et al.Fuzzy modelling and solution of load flow incorporating uncertainties of wind farm generation[J].Transactions of China Electrotechnical Society,2010,25(8):116-122.
[10]杨毅,韦钢,周冰,等.基于模糊期望值模型的配电网网架规划[J].电工技术学报,2011,26(4):200-207.Yang Yi,Wei Gang,Zhou Bing,et al.Distribution network planning based on fuzzy expected value model[J].Transactions of China Electrotechnical Society,2011,26(4):200-207.
[11]鞠平,李靖霞.配电网模糊优化规划(I)--模型与方法[J].电力系统自动化,2002,26(14):45-48.Ju Ping,Li Jingxia.Optimized fuzzy planning of distribution part one model and methodology[J].Automation of Electric Power Systems,2002,26(14):45-48.
[12]李靖霞,鞠平.配电网模糊优化规划(II)--算例与分析[J].电力系统自动化,2002,26(17):62-66.Li Jingxia,Ju Ping.Optimized fuzzy planning of distribution part two results and analysis[J].Automation of Electric Power Systems,2002,26(17):62-66.
[13]杨毅,韦钢,周冰,等.含分布式电源的配电网模糊优化规划[J].电力系统自动化,2010,34(13):19-23Yang Yi,Wei Gang,Zhou Bing,et al.Optimized fuzzy planning of the distribution network including distributed generation[J].Automation of Electric Power Systems,2010,34(13):19-23.
[14]Ahmadian A,Sedghi M,Aliakbar-Golkar M.Fuzzy load modeling of plug-in electric vehicles for optimal storage and DG planning in active distribution network[J].IEEE Transactions on Vehicular Technology,2017,66(5):3622-3631.
[15]聂明林,汪沨,陈春,等.考虑可靠性的配电网网架多目标规划[J].电力系统及其自动化学报,2016,28(1):10-16.Nie Minglin,Wang Feng,Chen Chun,et al.Multiobjective distribution network planning considering reliability[J].Proceedings of the CSU-EPSA,2016,28(1):10-16.