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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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Detalles Bibliográficos
Autores principales: Yoon, Jiyoung, Lee, Junhyeong, Kim, Giyoung, Ryu, Seunghwa, Park, Jinhyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684428/
https://www.ncbi.nlm.nih.gov/pubmed/36418390
http://dx.doi.org/10.1038/s41598-022-24269-4