Nonlinear mechanical response analysis and convolutional neural network enabled diagnosis of single-span rotor bearing system

Abstract The wide application of rotating machinery has boosted the development of electricity and aviation, however, long-term operation can lead to a variety of faults. The use of different measures to deal with corresponding malfunctions is the key to generating benefits, so it is significant to...

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Bibliographic Details
Main Authors: Bing Qian, Yinhui Cai, Yinkang Ran, Weipeng Sun
Format: Article
Language:English
Published: Nature Portfolio 2024-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-61180-6