中文

SHY

School/Department:

College of Information Management

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中文

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Research Focus

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制造系统过程监控，测量系统一致性检验，贝叶斯优化，流形学习

Paper Publications

Shen H, Wei B, Ma Y, et al.Ensemble Deep Learning Classification Method Based on Generative Adversarial Networks,2024 16th International Conference on Computer and Automation Engineering (ICCAE),2024,
Shen H, Wang X, Fu L, et al.Gear fault diagnosis based on short-time fourier transform and deep residual network under multiple operation conditions,2023 ieee international conference on prognostics and health management (icphm),2023,
Shen H, Wei B, Ma Y.Unsupervised anomaly detection for manufacturing product images by significant feature space distance measurement,Mechanical Systems and Signal Processing,2024,
Shen, H., Zio, E., Xiong, J., & Ma, Y.A feature bank self-constructed strategy for zero-shot surface texture anomaly detection,Reliability Engineering & System Safety,2025,

Personal Honor
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2024国家奖学金（博士）
2024国家留学基金委公派联合培养

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Profile

博士毕业于南京理工大学经济管理学院，研究内容主要围绕质量工程与可靠性工程。在国内参与了多项自科项目，读博期间受CSC资助赴意大利米兰理工大学能源学院进行联合培养，合作导师Enrico Zio是PHM与可靠性领域国际知名的学者。参与了欧洲地平线项目（HORIZON-CL5-2024-D3-01）。

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