IACGAN-ST: A Fault Diagnosis Method for Scraper Conveyor Bearings Under Imbalanced Data Conditions

IACGAN-ST: A Fault Diagnosis Method for Scraper Conveyor Bearings Under Imbalanced Data Conditions

Bearings in mining scraper conveyors, essential transmission components, are frequently subjected to harsh environments, including high temperatures, heavy impact loads, dust contamination, and prolonged operational durations. Vibration signals from these bearings face acquisition challenges, compou...

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Bibliographic Details
Main Authors: Hongwei Wang, Shengyu Guan, Xuesong Wang, Lijie Wang, Qun Zhang, Kaiman Liu, Zhiwen Fang, Hongli Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Fault diagnosis
data imbalance
bearings
ACGAN
Swin Transformer
Online Access:https://ieeexplore.ieee.org/document/10909537/
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https://ieeexplore.ieee.org/document/10909537/

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