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A new intelligent bearing fault diagnosis model based on triplet network and SVM

Separating sensitive characteristic signals from original vibration data is an important challenge for rolling bearing fault diagnosis. Because it is difficult to obtain large number of damaged bearings, Rolling bearing fault datasets are often small sample datasets. For the classification of small...

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Detalles Bibliográficos
Autores principales: Yang, Kaisi, Zhao, Lianyu, Wang, Chenglin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8960866/
https://www.ncbi.nlm.nih.gov/pubmed/35347163
http://dx.doi.org/10.1038/s41598-022-08956-w