Fault Diagnosis of Rolling Bearings Based on an Ascending-Dimension Convolutional Neural Network

Rolling bearings are critical and vulnerable components in mechanical equipment and are prone to various types of damage during operation. Consequently, rolling bearing fault diagnosis is of significant engineering importance. In recent years, deep learning-based approaches have achieved considerabl...

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Principais autores:	Xu Bai, Xin Zhong, Yaofeng Liu, Ke Zhang, Weiying Meng, Junzhou Li, Xiaochen Zhang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-03-01
coleção:	Machines
Assuntos:	rolling bearing lightweight network noise robustness ascending dimension fault diagnosis
Acesso em linha:	https://www.mdpi.com/2075-1702/14/3/302
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