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
fDate :
7/1/2015 12:00:00 AM
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"
Conference_Titel :
Modern Electric Power Systems (MEPS), 2015
DOI :
10.1109/MEPS.2015.7477188
