Diffusion‐UDA: Diffusion‐based unsupervised domain adaptation for submersible fault diagnosis

Abstract Deep learning has demonstrated notable success in mechanical signal processing with a large amount labelled data. However, the systems of the Jiaolong deep‐sea submersible prone to malfunction are typically diverse, due to the high complexity of its structure and operational environment. Co...

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Bibliographic Details
Main Authors: Penghui Zhao, Xindi Wang, Yi Zhang, Yang Li, Hongjun Wang, Yang Yang
Format: Article
Language:English
Published: Wiley 2024-02-01
Series:Electronics Letters
Subjects:
Online Access:https://doi.org/10.1049/ell2.13122