About
Contact & Profiles
A5103285489
Research Areas
- Fault Detection and Control Systems
- Machine Fault Diagnosis Techniques
- Engineering Diagnostics and Reliability
- Anomaly Detection Techniques and Applications
Nanjing Tech University
2023-2025
10.2139/ssrn.5191757
preprint
EN
2025-01-01
10.1109/tim.2025.3548239
article
EN
IEEE Transactions on Instrumentation and Measurement
2025-01-01
Faced with increasingly complex industrial data, standard machine learning algorithms struggle to effectively extract both linear and nonlinear features. In this study, an improved residual network (ResNet) called Residual Independent Multi-Channel Weighting (RMCW) tackle the nonlinear, temporally uncertain, unevenly distributed fault. Firstly, a strategy for constructing multi-channel vibration intrinsic mode function (IMF) images is designed obtain primary features by combing empirical...
10.1109/access.2023.3328906
article
EN
cc-by-nc-nd
IEEE Access
2023-01-01
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