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

Yoshito Hirata, Taiji Yamada, Jun Takahashi, Kazuyuki Aihara and Hideyuki Suzuki

Renewable Energy, 2014, vol. 67, issue C, 35-39

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.

Keywords: Online multi-step prediction; Time series prediction; Estimation of prediction errors; Uncertainty quantification; Wind speeds; Solar irradiation (search for similar items in EconPapers)
Date: 2014
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Citations: View citations in EconPapers (1)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:renene:v:67:y:2014:i:c:p:35-39

DOI: 10.1016/j.renene.2013.11.034

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