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1-5 of 5 results for few-shot cross-domain fault diagnosis

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Research article

First published 2026

HSCPA: a hyperspherical contrastive prototype adaptation network for few-shot cross-domain bearing fault diagnosis

Yang Ge, Yifei Ding, Fusheng Zhang [...]

Structural Health Monitoring

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Research article

First published 2025

A novel meta-transfer learning method for few-shot cross-domain fault diagnosis based on parallel synergistic network

Xueyi Li, Sixin Li, Qi Li [...]

Structural Health Monitoring

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Research article

First published 2025

A semi-supervised meta-learning framework with multi-soft labels and cosine similarity for few-shot cross-domain fault diagnosis

Kejia Zhuang, Xuze Zhang, Huai Chen [...]

Structural Health Monitoring

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Research article

First published 2025-11

Cross-domain fault diagnosis of ceramic bearings using multi-source data fusion: Vibration,acoustic,and infrared signals

Meng Shao, Mengyuan Shi, Xinran Li [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025-12

A hybrid strategy-based meta-learning for the gear fault diagnosis under complex working conditions

Jie Liu, Hai Wang, Xiaoying Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science