Junxiao Ren

Detecting Unexpected Faults of High-Speed Train Bogie Based on Bayesian Deep Learning

Yunpu Wu, Weidong Jin, Yan Li et al. · IEEE Transactions on Vehicular Technology · 2020 · 39 citations

Artificial Intelligence, Fault Diagnosis, Engineering +16

A multi-perspective architecture for high-speed train fault diagnosis based on variational mode decomposition and enhanced multi-scale structure

Yunpu Wu, Weidong Jin, Junxiao Ren et al. · Applied Intelligence · 2019 · 30 citations

Multi-scale Structure, Fault Diagnosis, Engineering +9

Fault Diagnosis of High‐Speed Train Bogie Based on Synchrony Group Convolutions

Yunpu Wu, Weidong Jin, Junxiao Ren et al. · Shock and Vibration · 2019 · 14 citations · Full text

High‐speed Train Bogie, Fault Diagnosis, Convolutional Neural Network +15

A CNN-Based Structure for Performance Degradation Estimation of High-Speed Train Lateral Damper

Junxiao Ren, Weidong Jin, Yunpu Wu · IEEE Access · 2020 · 13 citations · Full text

Cnn-based Structure, Convolutional Neural Network, Engineering +9

Performance Degradation Estimation of High-Speed Train Bogie Based on 1D-ConvLSTM Time-Distributed Convolutional Neural Network

Junxiao Ren, Weidong Jin, Liang Li et al. · Computational Intelligence and Neuroscience · 2022 · 10 citations · Full text