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

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.

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Year of publication:	2014
Authors:	Hirata, Yoshito ; Yamada, Taiji ; Takahashi, Jun ; Aihara, Kazuyuki ; Suzuki, Hideyuki
Published in:	Renewable Energy. - Elsevier, ISSN 0960-1481. - Vol. 67.2014, C, p. 35-39
Publisher:	Elsevier
Subject:	Online multi-step prediction \| Time series prediction \| Estimation of prediction errors \| Uncertainty quantification \| Wind speeds \| Solar irradiation

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010806811