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😄现就读于湖南大学机械与运载工程学院, 导师是邵海东副教授
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🔭现研究方向包括Fault diagnosis, Fault detection, Deep learning, Digital twin, Model lightweight
(Hope to do some interesting studies) -
🌱近年来以第一作者身份发表的论文如下 (Paper published as first author):
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LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention
Journal: Expert Systems With Applications
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Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization
Journal: Reliability Engineering & System Safety
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FGDAE: A new machinery anomaly detection method towards complex operating conditions
Journal: Reliability Engineering & System Safety
Code -
Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises
Journal: Robotics and Computer-Integrated Manufacturing
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Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates
Journal: Advanced Engineering Informatics
Code
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💬 如果你对深度学习,故障诊断,故障检测等感兴趣,欢迎通过我的邮件联系我 [email protected], [email protected]
📫 Google scholar
📫 ORCID
- LiConvFormer-a-lightweight-fault-diagnosis-framework (2023-08-28)
- FGDAE-a-machinery-fault-detection-method (2023-07-28)
- Digital-twin-assisted-imbalanced-fault-diagnosis-framework (2023-07-26)
- HRCAE (2023-05-11)
- DGAT-LPS (2023-05-10)