Keywords: CNN-GRU
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Journal Articles

The multilabel fault diagnosis model of bearing based on integrated convolutional neural network and gated recurrent unit

Shanling Han, Shoudong Zhang, Yong Li, Long Chen
Journal: International Journal of Intelligent Computing and Cybernetics
International Journal of Intelligent Computing and Cybernetics (2022) 15 (3): 401–413.
https://doi.org/10.1108/IJICC-08-2021-0153
Published: 21 December 2021
... (CNN-GRU) is employed to classify faults. Different from the general CNN networks, the CNN-GRU network adds multiple GRU layers after the convolutional layers and the pool layers. Findings The Paderborn University bearing dataset is utilized to demonstrate the practicability of the model...
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