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Online multi-step prediction for wind speeds and solar irradiation: Evaluation of prediction errors

Author

Listed:
  • Hirata, Yoshito
  • Yamada, Taiji
  • Takahashi, Jun
  • Aihara, Kazuyuki
  • Suzuki, Hideyuki

Abstract

We propose a general method for predicting multiple steps ahead of our target system and estimating simultaneously the prediction errors in a real time. The requirement of the proposed method is that we have a time series of the target system. We demonstrate the method by artificial data, real wind speed data, and real solar irradiation data.

Suggested Citation

  • Hirata, Yoshito & Yamada, Taiji & Takahashi, Jun & Aihara, Kazuyuki & Suzuki, Hideyuki, 2014. "Online multi-step prediction for wind speeds and solar irradiation: Evaluation of prediction errors," Renewable Energy, Elsevier, vol. 67(C), pages 35-39.
    • Handle: RePEc:eee:renene:v:67:y:2014:i:c:p:35-39
    DOI: 10.1016/j.renene.2013.11.034
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    Cited by:

    1. Zjavka, Ladislav, 2015. "Wind speed forecast correction models using polynomial neural networks," Renewable Energy, Elsevier, vol. 83(C), pages 998-1006.

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