Gearbox fault diagnosis convolutional neural networks with multi-head attention mechanism

With the development of intelligent manufacturing systems, data-driven fault diagnosis has become a hot research topic. Traditional data-driven fault diagnosis methods often rely on expert-extracted features, wherein feature extraction process requires considerable effort and affects the final resul...

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Bibliographic Details
Main Authors: Xu Hang, Li Huawei, Yang Shufeng, Cui Jianghong, Li Youhua, He Yuanchun, Xie Guiping, Wu Yaoting
Format: Article
Language:English
Published: EDP Sciences 2025-01-01
Series:International Journal of Metrology and Quality Engineering
Subjects:
Online Access:https://www.metrology-journal.org/articles/ijmqe/full_html/2025/01/ijmqe230045/ijmqe230045.html
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