A Short-Term Wind Speed Forecasting Model Based on EMD/CEEMD and ARIMA-SVM Algorithms

A Short-Term Wind Speed Forecasting Model Based on EMD/CEEMD and ARIMA-SVM Algorithms

In order to ensure the driving safety of vehicles in windy environments, a wind monitoring and warning system is widely used, in which a wind speed prediction algorithm with better stability and sufficient accuracy is one of the key factors to ensure the smooth operation of the system. In this paper...

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Bibliographic Details
Main Authors: Ning Chen, Hongxin Sun, Qi Zhang, Shouke Li
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
wind speed prediction
empirical model decomposition
autoregressive integrated moving average
support vector machine
hybrid model
Online Access:https://www.mdpi.com/2076-3417/12/12/6085

Internet

https://www.mdpi.com/2076-3417/12/12/6085

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