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Fault Diagnosis of a Ship’s Permanent Magnet Propulsion Motor Based on CBAM and Multi-Input CNN Cover

Fault Diagnosis of a Ship’s Permanent Magnet Propulsion Motor Based on CBAM and Multi-Input CNN

Polish Maritime Research
Volume 33 (2026): Issue 1 (March 2026)
By: Guohua Yan,  Bingyang Wang,  Jiawei Jiang,  Jingran Kang,  Xinglin Yu,  Weibin Li and  Xianguo Cheng  
Open Access
|Feb 2026

Authors

Guohua Yan

Department of Mechanical and Automotive Engineering, NingBo University of Technology, Ningbo, China

Bingyang Wang

Department of Mechanical and Automotive Engineering, NingBo University of Technology, Ningbo, China

Jiawei Jiang

Shanghai Technical Institute of Electronics & Information, Shanghai, China

Jingran Kang

Geely Automobile Research Institute (Ningbo) Co., Ltd, Ningbo, China

Xinglin Yu

Geely Automobile Research Institute (Ningbo) Co., Ltd, Ningbo, China

Weibin Li

JDM Jingda Machine (Ningbo) Co., Ltd., Ningbo, China

Xianguo Cheng

chengxianguo1981@sina.com

Department of Mechanical and Automotive Engineering, NingBo University of Technology, Ningbo, China
DOI: https://doi.org/10.2478/pomr-2026-0010 | Journal eISSN: 2083-7429 | Journal ISSN: 1233-2585
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Language: English
Page range: 107 - 119
Published on: Feb 21, 2026
Published by: Gdansk University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Marine permanent magnet propulsion motor,
Fault diagnosis,
Multi-input CNN,
CBAM
Related subjects:
Engineering,
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Engineering, other,
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Atmospheric science and climatology,
Life sciences,
Life sciences, other

© 2026 Guohua Yan, Bingyang Wang, Jiawei Jiang, Jingran Kang, Xinglin Yu, Weibin Li, Xianguo Cheng, published by Gdansk University of Technology
This work is licensed under the Creative Commons Attribution 4.0 License.

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