yanshen0210

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Yan Shen yanshen0210

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A graduate student in the College of Mechanical and Vehicle Engineering at Hunan University.

121 followers · 9 following

Hunan University
Changsha City, Hunan Province

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yanshen0210/README.md

Hi Everyone, i'm Yan Shen (颜深)👋

😄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
🔭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)：
- LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention
  Journal: Expert Systems With Applications
  Code
- Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization
  Journal: Reliability Engineering & System Safety
  Code
- 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
  Code
- Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates
  Journal: Advanced Engineering Informatics
  Code
💬 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 yanshen@hnu.edu.cn, yanshen0210@gmail.com

学术链接 (Academic link)

📫 Google scholar
📫 ORCID

仓库 (Repositories)

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)

🏀 GitHub stats.

🌐 Follow Me

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LiConvFormer-a-lightweight-fault-diagnosis-framework LiConvFormer-a-lightweight-fault-diagnosis-framework Public

一种轻量化故障诊断框架——LiConvFormer

Python 43 6
Digital-twin-assisted-imbalanced-fault-diagnosis-framework Digital-twin-assisted-imbalanced-fault-diagnosis-framework Public

一种数字孪生辅助的高度不平衡故障诊断新框架

Python 60 16
FGDAE-a-machinery-fault-detection-method FGDAE-a-machinery-fault-detection-method Public

一种用于复杂工况机械故障检测的GNN方法

Python 31 4
HRCAE HRCAE Public

一种新的用于噪声干扰下刀具的无监督异常检测方法

Python 16 6
DGAT-LPS DGAT-LPS Public

一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法

Python 28 5