WavLoadNet: Dynamic Load Identification for Aeronautical Structures Based on Convolution Neural Network and Wavelet Transform

WavLoadNet: Dynamic Load Identification for Aeronautical Structures Based on Convolution Neural Network and Wavelet Transform

The accurate identification of dynamic load is important for the optimal design and fault diagnosis of aeronautical structures. Aiming at the identification of dynamic loads on complex or unknown aeronautical structures, a deep convolution neural network (CNN) in the transform domain-based method is...

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Bibliographic Details
Main Authors: Xiaoqiang Zhang, Wenbo He, Qiang Cui, Ting Bai, Baoqing Li, Junjie Li, Xinmin Li
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Applied Sciences
Subjects:
dynamic load identification
wavelet transform
transform domain
one-dimensional convolution neural network
Online Access:https://www.mdpi.com/2076-3417/14/5/1928

Internet

https://www.mdpi.com/2076-3417/14/5/1928

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