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基于MVTV Copula方法的多风电场电力系统经济调度分析
引用本文:李奇,潘俞如,邱宜彬,陈维荣.基于MVTV Copula方法的多风电场电力系统经济调度分析[J].西南交通大学学报,2021,56(2):339-346.
作者姓名:李奇  潘俞如  邱宜彬  陈维荣
基金项目:国家自然科学基金(51977181);四川省科技计划(19YYJC0698);霍英东教育基金会高等院校青年教师基金(171104)
摘    要:针对多维风电出力数据间相关性对含有多风电场的电力系统经济调度影响问题,提出了MVTV Copula (mix vine time-varying Copula)方法,以此构建多风电场出力数据随机场景,并建立基于机组燃料费用及再调度费用最小为目标的电力系统经济调度模型. 为验证所述方法的有效性,采用IEEE-30节点系统,并以我国某地3个相邻风电场的实际出力为例对所述方法进行了仿真验证. 仿真结果表明:不考虑风电出力相关性的经济调度费用仅为实际调度费用的43.6%,而应用所述MTVT Copula方法建模后的再调度费用则更加接近实际调度费用,为实际调度费用的82%,验证了本文所提方法的有效性. 

关 键 词:风电出力    相关性    MTVT  Copula方法    经济调度
收稿时间:2019-05-20

Economic Dispatch for Power Systems of Multiple Wind Farms Based on MVTV Copula Method
LI Qi,PAN Yuru,QIU Yibin,CHEN Weirong.Economic Dispatch for Power Systems of Multiple Wind Farms Based on MVTV Copula Method[J].Journal of Southwest Jiaotong University,2021,56(2):339-346.
Authors:LI Qi  PAN Yuru  QIU Yibin  CHEN Weirong
Abstract:As the correlation of multiple wind power outputs is of great significance for the economic dispatch analysis of wind farm power systems, the mix vine time-varying Copula (MVTV Copula) is proposed to construct the random scenarios of multiple wind power outputs.The economic dispatch model is built with the objective of minimizing unit fuel cost and dispatch cost. An IEEE-30 node system is referenced and the measured outputs of three neighboring wind farms in China are used to validate the proposed method. The simulation results show that the cost of the economic dispatch that ignores the correlation of wind power output is only 43.6% of the actual scheduling cost, while that of the model based on the MTVT Copula method is much closer to the actual scheduling cost, being 82% of the actual cost. It is proved that theoutput model of multiple wind farms is more consistent with the actual situation, which can well describe the relevant characteristics of multiple windfarm outputs, and the economic dispatch based on this method can yield ideal dispatch results. 
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