Deep neural network-based structural health monitoring technique for real-time crack detection and localization using strain gauge sensors

Structural health monitoring (SHM) techniques often require a large number of sensors to evaluate and monitor the structural health. In this paper, we propose a deep neural network (DNN)-based SHM method for accurate crack detection and localization in real time using a small number of strain gauge...

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Bibliographic Details

Published in:	Scientific reports Vol. 12; no. 1; pp. 20204 - 11
Main Authors:	Yoon, Jiyoung, Lee, Junhyeong, Kim, Giyoung, Ryu, Seunghwa, Park, Jinhyoung
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 23-11-2022 Nature Portfolio
Subjects:	639/166/984 639/166/988 Humanities and Social Sciences multidisciplinary Neural Networks, Computer Principal Component Analysis Science Science (multidisciplinary)
Online Access:	Get full text
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