Advancing Early Fault Diagnosis for Multi-Domain Agricultural Machinery Rolling Bearings through Data Enhancement

Advancing Early Fault Diagnosis for Multi-Domain Agricultural Machinery Rolling Bearings through Data Enhancement

In the context of addressing the challenge posed by limited fault samples in agricultural machinery rolling bearings, especially when early fault characteristics are subtle, this study introduces a novel approach. The proposed multi-domain fault diagnosis method, anchored in data augmentation, aims...

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Bibliographic Details
Main Authors: Fengyun Xie, Gang Li, Hui Liu, Enguang Sun, Yang Wang
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Agriculture
Subjects:
agricultural machinery rolling bearings
multi-domain fault diagnosis
data augmentation
imbalanced samples
early fault detection
Online Access:https://www.mdpi.com/2077-0472/14/1/112

Internet

https://www.mdpi.com/2077-0472/14/1/112

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