• HOME
  • About Journal
    • Historical evolution
    • Journal Honors
  • Editorial Board
    • Members of Committee
    • Director of the Committee
    • President and Editor in chief
  • Submission Guide
    • Instructions for Authors
    • Manuscript Processing Flow
    • Model Text
    • Procedures for Submission
  • Academic Influence
  • Open Access
  • Ethics&Policies
    • Publication Ethics Statement
    • Peer Review Process
    • Academic Misconduct Identification and Treatment
    • Advertising and Marketing
    • Correction and Retraction
    • Conflict of Interest
    • Authorship & Copyright
  • Contact Us
  • Chinese
Site search        
文章摘要
基于综合Copula函数的风电出力相关性建模
Modeling of wind farm power correlation based on comprehensive Copula
Received:April 21, 2015  Revised:June 10, 2015
DOI:
中文关键词: Copula函数  风电场  相关性  EM算法  概率潮流
英文关键词: Copula  function, wind  farm, correlation, EM, probability  of power  flow
基金项目:
Author NameAffiliationE-mail
Wang Jingwei* School of Electrical Engineering and Information,Sichuan University 1135850464@qq.com 
Zhou Buxiang School of Electrical Engineering and Information,Sichuan University  
Peng Zhanggang School of Electrical Engineering and Information,Sichuan University  
Tang Hao School of Electrical Engineering and Information,Sichuan University  
Kong Xiangcong State grid Enshi power supply company  
Hits: 2024
Download times: 638
中文摘要:
      针对单一Copula函数模型在描述风电功率相关性中失真较大的缺陷,提出构造综合Copula函数模型刻画其相关结构的策略,并采用EM方法估计模型中相关参数的值。以某地区两相邻风电场的实际历史出力数据为基础,通过对比不同组合函数的拟合优度校验,筛选出最优的综合Copula函数,并将其运用于系统的概率潮流计算中,作出支路有功功率及节点电压这二者的概率密度曲线,通过与单一Copula函数所得曲线的对比,验证了其在风电场出力建模中的有效性及可行性。
英文摘要:
      For the model of single copula function containing larger distortion defects in describing wind power correlation,puting forward to construct comprehensive Copula function model to depict the correlation structure of strategy, and EM method is used to estimate the value of the related parameters in the model. Two adjacent wind farm in a certain area of actual historical output data as the foundation, by comparing different combination function of goodness of fit check, select the most optimal comprehensive Copula function, and apply it in the system of the probabilistic power flow calculation. Making the branch active power and the node voltage of the two probability density curve, compared with single Copula function of income curve, verified the effectiveness and feasibility in modeling of wind farm output.
View Full Text   View/Add Comment  Download reader
Close
  • Home
  • About Journal
    • Historical evolution
    • Journal Honors
  • Editorial Board
    • Members of Committee
    • Director of the Committee
    • President and Editor in chief
  • Submission Guide
    • Instructions for Authors
    • Manuscript Processing Flow
    • Model Text
    • Procedures for Submission
  • Academic Influence
  • Open Access
  • Ethics&Policies
    • Publication Ethics Statement
    • Peer Review Process
    • Academic Misconduct Identification and Treatment
    • Advertising and Marketing
    • Correction and Retraction
    • Conflict of Interest
    • Authorship & Copyright
  • Contact Us
  • 中文页面
Address: No.2000, Chuangxin Road, Songbei District, Harbin, China    Zip code: 150028
E-mail: dcyb@vip.163.com    Telephone: 0451-86611021
© 2012 Electrical Measurement & Instrumentation
黑ICP备11006624号-1
Support:Beijing Qinyun Technology Development Co., Ltd