Title :
Wind power forecasting by an empirical model using NWP outputs
Author :
E. Pelikán;K. Eben;J. Resler;P. Juruš;P. Krč;M. Brabec;T. Brabec;P. Musilek
Author_Institution :
Dept. of Nonlinear Modelling, Institute of Computer Science AS CR, Prague, Czech Republic
fDate :
5/1/2010 12:00:00 AM
Abstract :
This paper presents a simple and robust wind power forecasting approach using inputs from a state-of-the-art numerical weather prediction models (NWP) with mesoscale resolution. The model can be used for short-term and longer term forecasting horizon up to 72 hours ahead. The forecasting ability of the presented approach is demonstrated using real power production data from the Czech Republic.
Keywords :
"Wind energy","Wind forecasting","Predictive models","Weather forecasting","Wind speed","Economic forecasting","Production","Robustness","Wind energy generation","Turbines"
Conference_Titel :
Environment and Electrical Engineering (EEEIC), 2010 9th International Conference on
Print_ISBN :
978-1-4244-5370-2
DOI :
10.1109/EEEIC.2010.5490019