Time Series Prediction of Aerodynamic Noise Based on Variational Mode Decomposition and Echo State Network

Time Series Prediction of Aerodynamic Noise Based on Variational Mode Decomposition and Echo State Network

Time series prediction of aerodynamic noise is critical for oscillatory instabilities analyses in fluid systems. Due to the significant dynamical and non-stationary characteristics of aerodynamic noise, it is challenging to precisely predict its temporal behavior. Here, we propose a method combining...

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Bibliographic Details
Main Authors: Zhoufanxing Lei, Haiyang Meng, Jing Yang, Bin Liang, Jianchun Cheng
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
aerodynamic noise
time series prediction
variational mode decomposition
echo state network
Online Access:https://www.mdpi.com/2076-3417/15/14/7896
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https://www.mdpi.com/2076-3417/15/14/7896

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