Fault diagnosis using transfer learning with dynamic multiscale representation

Fault diagnosis using transfer learning with dynamic multiscale representation

A critical problem for fault diagnosis is caused by the feature shift under different working conditions, which significantly degenerates the diagnosis accuracy in practice. Aiming to solve this problem, this paper proposes a novel Transfser Learning (TL) framework with Dynamic Multiscale Representa...

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Bibliographic Details
Main Authors: Xinjie Sun, Shubiao Wang, Jiangping Jing, Zhangliang Shen, Liudong Zhang
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2023-01-01
Series:Cognitive Robotics
Subjects:
Deep learning
Fault diagnosis
Dynamic multiscale representation
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2667241323000265

Internet

http://www.sciencedirect.com/science/article/pii/S2667241323000265

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