| Research on Anomaly Detection Methods Based on Diffusion Models | May 8, 2025 | Anomaly DetectionFault Diagnosis | —Unverified | 0 |
| FEMSN: Frequency-Enhanced Multiscale Network for fault diagnosis of rotating machinery under strong noise environments | May 7, 2025 | DenoisingFault Diagnosis | —Unverified | 0 |
| Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural Networks | Apr 28, 2025 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels | Apr 28, 2025 | Fault DiagnosisOut-of-Distribution Detection | —Unverified | 0 |
| HSE: A plug-and-play module for unified fault diagnosis foundation models | Apr 26, 2025 | DiagnosticFault Diagnosis | CodeCode Available | 0 |
| Fault Diagnosis in New Wind Turbines using Knowledge from Existing Turbines by Generative Domain Adaptation | Apr 24, 2025 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor | Apr 15, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring | Apr 15, 2025 | Fault DiagnosisStructural Health Monitoring | —Unverified | 0 |
| Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis | Apr 13, 2025 | Dynamic Time WarpingFault Diagnosis | —Unverified | 0 |
| Boosting-inspired online learning with transfer for railway maintenance | Apr 11, 2025 | Continual LearningFault Diagnosis | —Unverified | 0 |
