A new strategy for wind speed forecasting using artificial intelligent methods

  title={A new strategy for wind speed forecasting using artificial intelligent methods},
  author={Mohammad Monfared and H. Rastegar and Hossein Madadi Kojabadi},
A new strategy in wind speed prediction based on fuzzy logic and artificial neural networks was proposed. The new strategy for fuzzy logic not only provides significantly less rule base but also has increased estimated wind speed accuracy when compared to traditional one. Meanwhile, applying the proposed approach to artificial neural network leads to less neuron numbers and less learning time process along with accurate wind speed prediction results. The experimental results demonstrate that… CONTINUE READING
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Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 11 references

A course in fuzzy systems and control

  • LX Wang
  • Upper Saddle River, NJ: Prentice-Hall Inc.;
  • 1996
Highly Influential
5 Excerpts

Time series analysis using fuzzy learning

  • SH Lee, I. Kim
  • Proceedings of the international conference on…
  • 1994
Highly Influential
4 Excerpts

Nonlinear signal processing using neural networks: prediction and system modeling

  • A Lapedes, R. Farber
  • Technical report LA-UR-87-2662. Los Alamos, NM…
  • 1987
Highly Influential
3 Excerpts

A fuzzy expert system for the forecasting of wind speed and power generation in wind farms

  • IG Damousis, P. Dokopoulos
  • IEEE Power Engineering Society international…
  • 2001
1 Excerpt

Wind energy handbook

  • T Burton, D Sharpe, N Jenkins, E. Bossanyi
  • 2001
1 Excerpt

A new approach for wind speed prediction

  • YD Song
  • Wind Engineering
  • 2000
1 Excerpt

Manousardis I. Short term forecasting of wind speed and related power

  • M Alexiadis, I Dokopoulos, H Sahsamanoglou
  • Solar Energy
  • 1988
1 Excerpt

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