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Contact & Profiles
A5111136669
Research Areas
- Machine Fault Diagnosis Techniques
- Non-Destructive Testing Techniques
- Infrastructure Maintenance and Monitoring
Shanghai Tunnel Engineering Rail Transit Design & Research Institute
2024
In the past few years, deep learning techniques for predicting remaining useful life (RUL) have shown remarkable advancements, but model prediction accuracy and generalization to different data still need be improved. Moreover, complex interactions among high-dimensional variables within multidimensional time series (MTSD) can an impact on predictive outcomes. To address these challenges, a RUL approach based spatiotemporal graph convolutional network nested parallel route (GCN-PR) is...
10.1109/tim.2024.3370801
article
EN
IEEE Transactions on Instrumentation and Measurement
2024-01-01
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