CNN-Based Damage Identification of Submerged Structure-Foundation System Using Vibration Data

This study presents a convolutional neural network (CNN) deep learning approach for identifying damage in submerged structure-foundation systems using vibration data. Firstly, foundation damage in a lab-scale caisson-foundation system is simulated to measure time-history responses. Singular value de...

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Detaylı Bibliyografya
Asıl Yazarlar:	Ngoc-Lan Pham, Quoc-Bao Ta, Jeong-Tae Kim
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	MDPI AG 2024-08-01
Seri Bilgileri:	Applied Sciences
Konular:	submerged structure-foundation system vibration monitoring time-history response singular value decomposition response 1-D CNN deep learning
Online Erişim:	https://www.mdpi.com/2076-3417/14/17/7508
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CNN-Based Damage Identification of Submerged Structure-Foundation System Using Vibration Data

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