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AUV Fault Diagnosis Based on Multidimensional Temporal Classification Transformer Cover

AUV Fault Diagnosis Based on Multidimensional Temporal Classification Transformer

Polish Maritime Research
Volume 32 (2025): Issue 4 (December 2025)
By: Weifeng Chen,  Xiaoyan Xu,  Mingzhi Chen and  Tomasz Tarasiuk  
Open Access
|Nov 2025

Authors

Weifeng Chen

Shanghai Maritime University, Shanghai, China

Xiaoyan Xu

Shanghai Maritime University, Shanghai, China

Mingzhi Chen

University of Shanghai for Science and Technology, Shanghai, China

Tomasz Tarasiuk

t.tarasiuk@we.umg.edu.pl

Gdynia Maritime University, Gdynia, Poland
DOI: https://doi.org/10.2478/pomr-2025-0053 | Journal eISSN: 2083-7429 | Journal ISSN: 1233-2585
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Language: English
Page range: 97 - 106
Published on: Nov 18, 2025
Published by: Gdansk University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
AUV,
transformer,
fault diagnosis and classification,
time-series processing
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other,
Geosciences,
Atmospheric science and climatology,
Life sciences,
Life sciences, other

© 2025 Weifeng Chen, Xiaoyan Xu, Mingzhi Chen, Tomasz Tarasiuk, published by Gdansk University of Technology
This work is licensed under the Creative Commons Attribution 4.0 License.

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