Latest Research in Railway Engineering and Dynamics

Top Research Topics in Railway Engineering and Dynamics

• Machine Fault Diagnosis Techniques — 28 papers
• Railway Engineering and Dynamics — 1 papers
• Advanced Welding Techniques Analysis — 1 papers
• Gear and Bearing Dynamics Analysis — 1 papers
• Wind Energy Research and Development — 1 papers
• Machine Learning — 1 papers
• Tunneling and Rock Mechanics — 1 papers
• Belt Conveyor Systems Engineering — 1 papers

Highest-Cited Papers

1. Fault diagnosis method for rolling bearings based on improved recurrence plot and EfficientNet
2. Multi-stage diffusion-based vibration signal representation for few-shot rolling bearing fault diagnosis
3. CFRFN-iTransformer-KDNet: A lightweight fault diagnosis network for bearings under variable speed conditions
4. Intelligent diagnosis method for compound faults in wheelset–axlebox systems of urban rail vehicles based on the fusion of vibration signals and infrared thermal images
5. Frequency-Aware Lightweight Convolutional Neural Network for Edge-Enabled Intelligent Bearing Fault Diagnosis and Health Management
6. WT-STCA-ViT: Window-transform synergistic spectro-temporal channel attention Vision Transformer for robust bearing fault diagnosis
7. Bearing Fault Diagnosis Under Data Imbalance and Heavy Noise: An Adaptive Weighted Heterogeneous Ensemble Learning Framework
8. A Bearing Fault Diagnosis Method for Variable Operating Conditions Based on MMDSC-CBAM-BiLSTM
9. Multi-scale multi-task CNN with bidirectional squeeze-and-excitation attention for rolling bearing fault diagnosis
10. A multi-scale frequency domain information-driven method for ultrasonic welding quality prediction
11. Early Bearing Fault Evolution Modeling with a Dynamics-Constrained Graph Neural Network
12. Comparative Evaluation of Conventional Feature-Based and Physics-Guided Condition-Index Representations for Industrial Motor Fault Diagnosis
13. A Fault Diagnosis Framework for Rolling Bearings Based on PPCA-AR Anti-Interference Preprocessing and LSTM
14. Guided differential dilated convolutional network for fault diagnosis of hydraulic manipulators
15. An Intelligent Bearing Fault Diagnosis Model with Physics-Information Fusion: Design and Interpretability Mechanism Research
16. Fault Diagnosis of Motor Bearing Transmission System Based on Acoustic Feature Fusion
17. Cross-Condition Fault Diagnosis of Rolling Bearings Based on Time–Frequency Ridge Extraction and Uncertainty-Guided Distribution-Regularised Convolutional Wasserstein Autoencoder
18. An extended interval structure automated belief rule-based bearing fault diagnosis method for complex engineering systems
19. Estimation and detection of rotor mass imbalance of wind turbines using convolutional neural network
20. A digital twin-based approach for generalized fault diagnosis of high-speed train gearbox gears