• DocumentCode
    3100856
  • Title

    Evaluation of power system losses caused by wind farm interconnection based on statistical method

  • Author

    Liu, Shu ; Martin, Don E.

  • Author_Institution
    Excel Eng., Inc., Cary, NC, USA
  • fYear
    2012
  • fDate
    7-10 May 2012
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This study provides statistical method to evaluate power system losses caused by wind farm interconnections. Focusing on the variable nature of the wind power, Monte Carlo methods have been included in the power flow simulation. By performing a power flow analysis for each hour, the expected behavior of system losses under a variety of conditions can be studied. This kind of method provides important information which is much more consistent with future realistic wind farm performance. The probabilistic results provide more information to choose the best wind farm interconnect location and the system upgrades if necessary. The correlation of system losses with generation and power flow from major substations is analyzed. Linear regression is conducted to estimate system losses and the sensitivity with wind farm output levels in real time condition.
  • Keywords
    Monte Carlo methods; load flow; losses; power system interconnection; regression analysis; statistical analysis; wind power plants; Monte Carlo method; linear regression; power flow analysis; power flow simulation; power substation; power system losses evaluation; power system sensitivity; statistical method; wind farm interconnection; wind power; Load flow; Monte Carlo methods; Propagation losses; Substations; Wind farms; Wind power generation; Wind speed; Monte Carlo; linear regression; power losses; wind farm interconnection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Transmission and Distribution Conference and Exposition (T&D), 2012 IEEE PES
  • Conference_Location
    Orlando, FL
  • ISSN
    2160-8555
  • Print_ISBN
    978-1-4673-1934-8
  • Electronic_ISBN
    2160-8555
  • Type

    conf

  • DOI
    10.1109/TDC.2012.6281406
  • Filename
    6281406