Maximum Instantaneous Wind Speed Forecasting and Performance Evaluation by Using Numerical Weather Prediction and On-Site Measurement

A maximum instantaneous wind speed forecast methodology based on the autoregressive with exogenous inputs (ARX) model is proposed, in which numerical weather prediction and on-site measurement are used as inputs and the model parameters are estimated using non-parametric regression with forgetting f...

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Bibliographic Details

Published in:	Atmosphere
Main Authors:	Atsushi Yamaguchi, Takeshi Ishihara
Format:	Article
Language:	English
Published:	MDPI AG 2021-02-01
Subjects:	maximum instantaneous wind speed forecasting non-parametric regression with multiple time scale forgetting factors on-site measurement numerical weather prediction
Online Access:	https://www.mdpi.com/2073-4433/12/3/316