Wind Speed Prediction Using a Univariate ARIMA Model and a Multivariate NARX Model

Wind Speed Prediction Using a Univariate ARIMA Model and a Multivariate NARX Model

Two on step ahead wind speed forecasting models were compared. A univariate model was developed using a linear autoregressive integrated moving average (ARIMA). This method’s performance is well studied for a large number of prediction problems. The other is a multivariate model developed using a no...

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Bibliographic Details
Main Authors: Erasmo Cadenas, Wilfrido Rivera, Rafael Campos-Amezcua, Christopher Heard
Format: Article
Language:English
Published: MDPI AG 2016-02-01
Series:Energies
Subjects:
wind speed prediction
NARX
ARIMA
multivariate analysis
Online Access:http://www.mdpi.com/1996-1073/9/2/109

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