风电多点并网的网源协调输电网扩展规划
详细信息    查看全文 | 推荐本文 |
  • 英文篇名:Coordination of Generation and Transmission Expansion Planning for Wind Power Integration at Multi-points
  • 作者:刘文霞 ; 李鹤 ; 赵天阳 ; 张玉莹 ; 赵建明
  • 英文作者:LIU Wenxia;LI He;ZHAO Tianyang;ZHANG Yuying;ZHAO Jianming;Transmission and Distribution Systems Research Institute,North China Electric Power University;Songyuan Grid Company Grid Company of Jilin Province;
  • 关键词:输电网规划 ; 运行场景 ; 风电并网 ; 微分进化
  • 英文关键词:transmission expansion planning;;operation scenario;;wind farm integration;;differential evolution
  • 中文刊名:XDDL
  • 英文刊名:Modern Electric Power
  • 机构:华北电力大学电气与电子工程学院输配电研究所;国网吉林省电力有限公司松原供电公司;
  • 出版日期:2015-02-10
  • 出版单位:现代电力
  • 年:2015
  • 期:v.32;No.134
  • 基金:国家科技支撑计划(2013BAA02B02)
  • 语种:中文;
  • 页:XDDL201501007
  • 页数:8
  • CN:01
  • ISSN:11-3818/TM
  • 分类号:42-49
摘要
传统的含风电场的输电网规划通常忽略运行成本或者运行状态对目标函数的影响,在风电场多点并网的情况下系统潮流分布波动显著,运行状态对运行成本的影响增大。同时,并网点风电与负荷的相关性对运行的经济性和可靠性有较大影响。本文建立含运行成本、建造成本、可靠性成本的多目标含风电场并网点优化的网源协调输电网扩展模型;采用聚类技术建立了计及风电空间分布的多维运行场景,通过多场景模拟运行,减少了计算量;采用多目标微分进化算法求解优化模型,利用熵权TOPSIS方法确定最优方案。以加入风电的IEEE30系统进行扩展与并网点优化,验证了空间多维场景技术与网源协同优化模型的适用性和有效性,为山区风电多点并网提供方法。
        Operation cost is usually ignored in traditional transmission expansion planning integrated with wind farms,so as the effect on operation cost by operation states.On the condition of multi-interconnection with wind farms,the distribution of power flow fluctuates significantly,that leads to greater impact on operation cost.Meanwhile,the relevance between the output of wind farms at the grid connection point and the load nearby has a significant impact on the operational economy and reliability.Thus,a multi-objective transmission expansion planning(TEP)model with the optimization for connection point of wind farms is built in this paper,taking the operation cost,investment cost and reliability cost into account.In order to figure out the operation cost and reduce computation at once,clustering technology is applied to generate multi-dimensional operation scenarios in consideration of the spatial distribution of wind farms to simulate operation states.Both differential evolution and Topsis technology are applied to solve the proposed model.IEEE30 test system with wind farms is used to test the applicability and validity of the model and scenarios proposed in this paper,so as to offer suggestions for system with multi-connection point of wind farms in mountain areas.
引文
[1]李俊峰等.中国风电发展报告2012[R].北京:中国环境科学出版社,2012.
    [2]迟永宁,刘燕华,王伟胜,等.风电接入对电力系统的影响[J].电网技术,2007,31(3):77-81.
    [3]Samarakoon H M D R H,Shrestha R M,Fujiwara O.A mixed integer linear programming model for transmission expansion planning with generation location selection[J].International Journal of Electrical Power&Energy Systems,2001,23(4):285-293.
    [4]Capuder T,Pandc'H,Kuzle I,et al.Specifics of integration of wind power plants into the Croatian transmission network[J].Applied Eenergy,2013,101:142-150.
    [5]王茜,张粒子.采用NSGA-II混合智能算法的风电场多目标电网规划[J].中国电机工程学报,2011,31(19):17-24.
    [6]于晗,钟志勇,黄杰波,等.考虑负荷和风电出力不确定性的输电系统机会约束规划[J].电力系统自动化,2009,33(2):20-24.
    [7]Moein Moeini-Aghtaie,Mahmud Fotuhi-Firuzabad.Incorporating Large-Scale Distant Wind Farms in Probabilistic Transmission Expansion Planning-Part I:Theory and Algorithm[J].IEEE Transactions on power systems,2012,27(3):1585-1593.
    [8]Yimchuen K,Udomwongseree K.Transmission Expansion Planning with consideration of voltage stability using Genetic Algorithm[C]//Electrical Engineering/Electronics,Computer,Telecommunications and Information Technology(ECTI-CON),2011:909-912.
    [9]余贻鑫,王婧然,吕晓阳.基于安全性价值的含大风电的电力系统扩展规划[J].中国科学:技术科学,2012,42(7):815-829.
    [10]高赐威,吴天婴,何叶,等.考虑风电接入的电源电网协调规划[J].电力系统自动化,2012,36(22):1-6.
    [11]Silva I D J,Rivder M J,Romero R,et al.Transmission network expansion planning considering uncertainness in demand[C]//Proceeding of IEEE Power Engineering Society General Meeting.California,USA:IEEE PES,2005,2(1):1424-1429.
    [12]Sohtaoglu N H.The effect of economic parameters on power transmission planning[C]//9th Mediterranean Electrotechnical Conference,MELECON,1998,2:941-945.
    [13]程浩忠.电力系统规划[M].北京:中国电力出版社,2008.
    [14]袁越,吴博文,李振杰,等.基于多场景概率的含大型风电场的输电网柔性规划[J].电力自动化设备,2009,29(10):8-12.
    [15]Yu H,Chung C Y,Wong K P.A chance constrained transmission network expansion planning method with consideration of load and wind farm uncertainties[J].IEEE transactions on power systems,2009,24(3):1568-1576.
    [16]李自应,王明,陈二永,等.云南风能可开发地区风速的韦布尔分布参数及风能特征值研究[J].太阳能学报,1995,19(3):245-253.
    [17]杨宁,文福拴.计及风险约束的多阶段输电系统规划方法[J].电力系统自动化,2005,29(4):28-33.
    [18]姚李孝,宋玲芳,基于模糊聚类分析与BP网络的电力系统短期负荷预测[J].电网技术,2005,29(1):20-23.
    [19]娄惠兰,刘晓津,关颖,等.基于硬C均值聚类算法和支持向量机的电力系统短期负荷预测[J].电网技术,2006,30(8):81-85.
    [20]Kai Zou,Agalgaonkar A P,Muttaqi K M,et al.Distribution system planning with incorporating DG reactive capability and system uncertainties[J].IEEE transactions on sustainable energy,2012,3(1):112-123.
    [21]Jin Yixiong,Cheng Haozhong,Yan Jianyong,et al.New discrete method for particle swarm optimization and its application in transmission network expansion planning[J].Electric Power System Research,2007,77(3-4):227-233.
    [22]Sum-lm T,Taylor G A,Ivring M R,et al.Differential evolution algorithm for static and multistage transmission expansion planning[J].IET Generation,Transmission&Dsitribution,2009,3(4):365-384.
    [23]邱威,张建华,刘念,等.输电网扩展规划的双种群二进制微分进化算法[J].电力系统及其自动化学报,2009,21(6):56-61.
    [24]吕盼,乔怡,葛丽婷.基于熵权TOPSIS法的输电网规划综合决策[J].华北电力大学学报,2010,37(4):24-28.
    [25]Brest J,Greiner S,Bokovic'B,et al.Self-adapting control parameters in differential evolution:a comparative study on numerical benchmark problems[J].IEEE Transactions on Evolutionary Computation,2006,10(6):646-657.
NGLC 2004-2010.National Geological Library of China All Rights Reserved.
Add:29 Xueyuan Rd,Haidian District,Beijing,PRC. Mail Add: 8324 mailbox 100083
For exchange or info please contact us via email.