Loosening Identification of Multi-Bolt Connections Based on Wavelet Transform and ResNet-50 Convolutional Neural Network.

Li, Xiao-Xue; Li, Dan; Ren, Wei-Xin; Zhang, Jun-Shu

Li, Xiao-Xue; Li, Dan; Ren, Wei-Xin; Zhang, Jun-Shu.

Afiliação

Li XX; Department of Civil Engineering, Hefei University of Technology, Hefei 230009, China.
Li D; School of Civil Engineering, Southeast University, Nanjing 211189, China.
Ren WX; College of Civil and Transportation Engineering, Shenzhen University, Shenzhen 518061, China.
Zhang JS; Key Laboratory for Resilient Infrastructures of Coastal Cities, Ministry of Education, Shenzhen University, Shenzhen 518061, China.

Sensors (Basel) ; 22(18)2022 Sep 09.

Article em En | MEDLINE | ID: mdl-36146171

Assuntos

Redes Neurais de Computação; Análise de Ondaletas; Aço

Palavras-chave

convolutional neural network; loosening identification; multi-bolt loosening; time-frequency diagram; vibro-acoustic modulation

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Análise de Ondaletas Tipo de estudo: Diagnostic_studies Idioma: En Revista: Sensors (Basel) Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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