Latest Research in Reliability and Maintenance Optimization

Top Research Topics in Reliability and Maintenance Optimization

• Machine Fault Diagnosis Techniques — 17 papers
• Reliability and Maintenance Optimization — 4 papers
• Structural Health Monitoring Techniques — 3 papers
• Wave and Wind Energy Systems — 2 papers
• Machine Learning — 2 papers
• Hydraulic and Pneumatic Systems — 2 papers
• Systems and Control — 2 papers
• Seismology and Earthquake Studies — 1 papers
• Underwater Vehicles and Communication Systems — 1 papers
• Advanced Control Systems Design — 1 papers

Highest-Cited Papers

1. Joint fault prediction and remaining useful life estimation for large-scale mining equipment based on temporal convolutional network and multi-head self-attention
2. Edge seismic phase picking: Model distillation for multimodal early-warning systems
3. Digital twin fault diagnosis method for high speed train Bogies based on HGKN-SINDy and residual graph sequences
4. Industrial robot fault detection and diagnosis for intelligent maintenance: A review of data, methods, and emerging trends
5. Autoregressive Semi‐Connected Autoencoder for Remaining Useful Life Prediction of Rolling Bearings With Threshold‐Free First Prediction Time Detection
6. Leakage-aware benchmark of deep learning for underwater propeller blade-count recognition: code, per-fold results, and model checkpoints
7. Chebyshev change-point detection with meta-learning adaptive boundary correction for few-shot multi-stage rolling bearing RUL prediction
8. Remaining useful life prediction under noisy conditions via adaptive degradation modeling incorporating memory effects
9. Semi-Supervised Domain-Adversarial Mooring Damage Detection for Floating Offshore Wind Turbines Under Unseen Sea States
10. Gate Resonance-State Identification Method Based on GAN and Multi-Scale CNN
11. Fractional Hammerstein Modeling of the Heating Process With Exponential Static Nonlinearity Identified Via The Honey Badger Approach
12. Propeller Fault Classification for Unmanned Aerial Vehicles and Explainable Artificial Intelligence-Based Feature–Model Matching
13. A health-state assessment method for electromechanical actuators in reusable rockets based on channel-aware temporal memory
14. Life risk prediction and evaluation of electric drive input shaft bearings under naturalistic driving conditions
15. Gradient-free method for multiple soft-fault diagnosis in linear analog circuits
16. Robust Fault Detection in Mechanical Multimodal Time Series via Self-Supervised Cross-Modal Reconstruction
17. Modified residual network architecture for early-stage piston-cylinder wear detection in hydraulic axial piston pumps
18. Lifelong dictionary learning for dynamical system fault detection: A Bayesian perspective
19. A Machine Learning Framework for Fault Detection, Isolation, and Severity Prediction of Autonomous VTOL Aircraft
20. End-to-end virtual sensing with head tracking using a temporal convolutional network for active road noise control