A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation

@article{Damousis2004AFM,
  title={A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation},
  author={I. G. Damousis and M. C. Alexiadis and J. B. Theocharis and P. S. Dokopoulos},
  journal={IEEE Transactions on Energy Conversion},
  year={2004},
  volume={19},
  pages={352-361}
}
In this paper, a fuzzy model is suggested for the prediction of wind speed and the produced electrical power at a wind park. The model is trained using a genetic algorithm-based learning scheme. The training set includes wind speed and direction data, measured at neighboring sites up to 30 km away from the wind turbine clusters. Extensive simulation results are shown for two application cases, providing wind speed forecasts from 30 min to 2 h ahead. It is demonstrated that the suggested model… CONTINUE READING
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