An Efficient Lightweight Deep-Learning Approach for Guided Lamb Wave-Based Damage Detection in Composite Structures

An Efficient Lightweight Deep-Learning Approach for Guided Lamb Wave-Based Damage Detection in Composite Structures

Woven fabric composite structures are applied in a wide range of industrial applications. Composite structures are vulnerable to damage from working in complex conditions and environments, which threatens the safety of the in-service structure. Damage detection based on Lamb waves is one of the most...

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Bibliographic Details
Main Authors: Jitong Ma, Mutian Hu, Zhengyan Yang, Hongjuan Yang, Shuyi Ma, Hao Xu, Lei Yang, Zhanjun Wu
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
composite structure
structural health monitoring
damage detection
deep learning
Lamb wave
convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/13/8/5022

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