Corn Harvester Bearing Fault Diagnosis Based on ABC-VMD and Optimized EfficientNet

Corn Harvester Bearing Fault Diagnosis Based on ABC-VMD and Optimized EfficientNet

The extraction of the optimal mode of the bearing signal in the drive system of a corn harvester is a challenging task. In addition, the accuracy and robustness of the fault diagnosis model are low. Therefore, this paper proposes a fault diagnosis method that uses the optimal mode component as the i...

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Bibliographic Details
Main Authors: Zhiyuan Liu, Wenlei Sun, Saike Chang, Kezhan Zhang, Yinjun Ba, Renben Jiang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Entropy
Subjects:
corn harvester
fault diagnosis
artificial bee colony
variational mode decomposition
evaluation function
optimization of EfficientNet
Online Access:https://www.mdpi.com/1099-4300/25/9/1273

Internet

https://www.mdpi.com/1099-4300/25/9/1273

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