Transfer learning with inception ResNet-based model for rolling bearing fault diagnosis

With the development of information technology and sensor technology, people have paid more attention to data-driven fault diagnosis. As one of the commonly used methods in fault diagnosis, deep learning has achieved significant results. However, in engineering practice, the insufficient number of l...

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Bibliographic Details
Main Authors: Yongbao LIU, Jun LI, Qijie LI, Qiang WANG
Format: Article
Language:English
Published: The Japan Society of Mechanical Engineers 2022-06-01
Series:Journal of Advanced Mechanical Design, Systems, and Manufacturing
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/jamdsm/16/2/16_2022jamdsm0023/_pdf/-char/en