Multisource Data Fusion Diagnosis Method of Rolling Bearings Based on Improved Multiscale CNN

Intelligent diagnosis applies deep learning algorithms to mechanical fault diagnosis, which can classify the fault forms of machines or parts efficiently. At present, the intelligent diagnosis of rolling bearings mostly adopts a single-sensor signal, and multisensor information can provide more comp...

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Autores principales: Yulin Jin, Changzheng Chen, Siyu Zhao
Formato: article
Lenguaje:EN
Publicado: Hindawi Limited 2021
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Acceso en línea:https://doaj.org/article/f69df71339634749b6ca32d123f45ba3
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