Robust Damage Detection and Localization Under Complex Environmental Conditions Using Singular Value Decomposition-based Feature Extraction and One-dimensional Convolutional Neural Network

Robust Damage Detection and Localization Under Complex Environmental Conditions Using Singular Value Decomposition-based Feature Extraction and One-dimensional Convolutional Neural Network

Abstract Ultrasonic guided wave is an attractive monitoring technique for large-scale structures but is vulnerable to changes in environmental and operational conditions (EOC), which are inevitable in the normal inspection of civil and mechanical structures. This paper thus presents a robust guided...

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Bibliographic Details
Main Authors: Shengkang Zong, Sheng Wang, Zhitao Luo, Xinkai Wu, Hui Zhang, Zhonghua Ni
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:Chinese Journal of Mechanical Engineering
Subjects:
Ultrasonic guided waves
Singular value decomposition
Damage detection and localization
Environmental and operational conditions
One-dimensional convolutional neural network
Online Access:https://doi.org/10.1186/s10033-023-00889-3

Internet

https://doi.org/10.1186/s10033-023-00889-3

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