| Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism | Dec 15, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Fault Isolation for the Ink Deposition Process in High-End Industrial Printers | Dec 10, 2024 | Fault Detection | —Unverified | 0 |
| Model-Agnostic Meta-Learning for Fault Diagnosis of Induction Motors in Data-Scarce Environments with Varying Operating Conditions and Electric Drive Noise | Dec 5, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks | Dec 2, 2024 | ClassificationExplainable Models | CodeCode Available | 1 |
| FD-LLM: Large Language Model for Fault Diagnosis of Machines | Dec 2, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| SPF-Net: Solar panel fault detection using U-Net based deep learning image classification | Dec 1, 2024 | Deep LearningFault Detection | —Unverified | 0 |
| Residual Attention Single-Head Vision Transformer Network for Rolling Bearing Fault Diagnosis in Noisy Environments | Nov 27, 2024 | Computational EfficiencyFault Detection | —Unverified | 0 |
| Finding One's Bearings in the Hyperparameter Landscape of a Wide-Kernel Convolutional Fault Detector | Nov 19, 2024 | Fault Detection | —Unverified | 0 |
| AI-Enhanced Inverter Fault and Anomaly Detection System for Distributed Energy Resources in Microgrids | Nov 13, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| A Fuzzy Reinforcement LSTM-based Long-term Prediction Model for Fault Conditions in Nuclear Power Plants | Nov 13, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
