Few-Shot Learning-Based Light-Weight WDCNN Model for Bearing Fault Diagnosis in Siamese Network.

Lee, Daehwan; Jeong, Jongpil

Lee, Daehwan; Jeong, Jongpil.

Afiliação

Lee D; Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon 16419, Republic of Korea.
Jeong J; Department of Smart Factory Convergence, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon 16419, Republic of Korea.

Sensors (Basel) ; 23(14)2023 Jul 21.

Article em En | MEDLINE | ID: mdl-37514880

Palavras-chave

Depthwise Separable Convolution layer; Siamese Network; WDCNN (Deep Convolutional Neural Networks with Wide First-layer Kernels); bearing fault diagnosis; few-shot learning

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article