Damage Diagnosis of Frame Structure Based on Convolutional Neural Network with SE-Res2Net Module

The complex application environments of frame structures and the similar vibration signals between different locations make it difficult to accurately diagnose damage using traditional methods. Based on modifying the parameters and configuration of the convolution neural network with training interf...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Wenmei Fu, Zhiqiang Liu, Chaozhi Cai, Yingfang Xue, Jianhua Ren
Format:	Article
Language:	English
Published:	MDPI AG 2023-02-01
Subjects:	damage diagnosis frame structure convolutional neural network SENet Res2Net anti-noise ability
Online Access:	https://www.mdpi.com/2076-3417/13/4/2545