• DocumentCode
    3774880
  • Title

    Forecasting tools for the electricity production in onshore wind farms

  • Author

    Mateusz Dutka;Bogus?aw ?wi?tek

  • Author_Institution
    Department of Power Electronics and Energy Control System, AGH University of Science & Technology, 30 Mickiewicza Av. 30-059 Krakow Poland
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper describes some of the problems associated with the construction and verification of models based on artificial neural networks dedicated to predicting energy production in onshore wind farms. The impact of weather conditions on the operation of the wind farm was analyzed. Four models varying in number and the type of inputs were proposed and compared here.
  • Keywords
    "Wind farms","Production","Wind power generation","Wind speed","Wind turbines","Atmospheric modeling"
  • Publisher
    ieee
  • Conference_Titel
    Modern Electric Power Systems (MEPS), 2015
  • Type

    conf

  • DOI
    10.1109/MEPS.2015.7477188
  • Filename
    7477188
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3774880