Title :
Grey predictor for wind energy conversion systems output power prediction
Author :
El-Fouly, T.H.M. ; El-Saadany, E.F. ; Salama, M.M.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Waterloo Univ., Ont.
Abstract :
Wind energy is considered one of the most rapidly growing sources of electricity generation all over the world. This letter presents a novel technique for wind speed forecasting and wind power prediction based on using the Grey predictor model GM(1,1). The effectiveness of the proposed predictor is revealed using simulation results
Keywords :
load forecasting; wind power plants; Grey predictor model; electricity generation; wind energy conversion system; wind power prediction; wind speed forecasting; Differential equations; Power generation; Power system modeling; Power system simulation; Predictive models; Wind energy; Wind energy generation; Wind forecasting; Wind speed; Wind turbines; Grey theory; power prediction; variable-speed wind turbines; wind energy;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2006.879246
