Wind Speed Prediction Using OLS Algorithm based on RBF Neural Network

@article{Chen2009WindSP,
  title={Wind Speed Prediction Using OLS Algorithm based on RBF Neural Network},
  author={Bei Chen and Liang Zhao and Xin Wang and J. H. Lu and Guo Yao Liu and Rui Cao and Jin Liu},
  journal={2009 Asia-Pacific Power and Energy Engineering Conference},
  year={2009},
  pages={1-4}
}
The growing revolution in wind energy encourages more accurate models for wind speed forecasting as the wind is fluctuate, periodic and volatile. An artificial neural network (ANN) method is used to predict the average hourly wind speed. Different from the multilayer perception network (MLP) which is more conversant, this paper presents a novel technique based on Radial Basis Function (RBF) network using the orthogonal leastsquares (OLS) algorithm, and also discusses how to organize the inputs… CONTINUE READING