| Enhanced Rapid Detection of High-impedance Arc Faults in Medium Voltage Electrical Distribution Networks | Feb 9, 2025 | ARCFault Detection | —Unverified | 0 |
| Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy | Jan 31, 2025 | Fault Detectionparameter estimation | —Unverified | 0 |
| KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning | Jan 20, 2025 | Fault DetectionState Estimation | —Unverified | 0 |
| AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL | Jan 15, 2025 | Fault DetectionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Quantum Annealing for Robust Principal Component Analysis | Jan 11, 2025 | DenoisingDiagnostic | CodeCode Available | 0 |
| Detecting Defective Wafers Via Modular Networks | Jan 6, 2025 | Fault Detection | —Unverified | 0 |
| Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems? | Jan 6, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| GCN-ABFT: Low-Cost Online Error Checking for Graph Convolutional Networks | Dec 24, 2024 | Fault Detection | —Unverified | 0 |
| Deep Reinforcement Learning Based Systems for Safety Critical Applications in Aerospace | Dec 21, 2024 | Deep Reinforcement LearningDefect Detection | —Unverified | 0 |
| FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and Diagnosis | Dec 19, 2024 | Data VisualizationFault Detection | CodeCode Available | 1 |
| 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 |
| A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs | Nov 11, 2024 | Fault DetectionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation | Nov 5, 2024 | Fault DetectionIn-Context Learning | —Unverified | 0 |
| Learning Controlled Stochastic Differential Equations | Nov 4, 2024 | Fault Detection | —Unverified | 0 |
| Minder: Faulty Machine Detection for Large-scale Distributed Model Training | Nov 4, 2024 | Fault Detection | —Unverified | 0 |
| Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM | Oct 15, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Detection of High-Impedance Low-Current Arc Faults at Electrical Substations | Oct 14, 2024 | ARCFault Detection | —Unverified | 0 |
| Convolutional Neural Network Design and Evaluation for Real-Time Multivariate Time Series Fault Detection in Spacecraft Attitude Sensors | Oct 11, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| MOLA: Enhancing Industrial Process Monitoring Using Multi-Block Orthogonal Long Short-Term Memory Autoencoder | Oct 10, 2024 | Fault Detection | —Unverified | 0 |
| Deep learning-based fault identification in condition monitoring | Oct 8, 2024 | Deep LearningFault Detection | —Unverified | 0 |
| Development of a Platform to Enable Real Time, Non-disruptive Testing and Early Fault Detection of Critical High Voltage Transformers and Switchgears in High Speed-rail | Oct 1, 2024 | Fault Detection | —Unverified | 0 |
| XAI-guided Insulator Anomaly Detection for Imbalanced Datasets | Sep 25, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Fault Detection and Identification Using a Novel Process Decomposition Algorithm for Distributed Process Monitoring | Sep 17, 2024 | Fault Detection | —Unverified | 0 |
| Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Sep 16, 2024 | Diagnosticenergy management | —Unverified | 0 |
| Fault Analysis And Predictive Maintenance Of Induction Motor Using Machine Learning | Sep 16, 2024 | Fault Detection | —Unverified | 0 |
| FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection | Sep 13, 2024 | Fault Detectionfeature selection | —Unverified | 0 |
| Detection of Electric Motor Damage Through Analysis of Sound Signals Using Bayesian Neural Networks | Sep 12, 2024 | Fault Detection | —Unverified | 0 |
| Using machine learning for fault detection in lighthouse light sensors | Sep 9, 2024 | Fault Detection | —Unverified | 0 |
| Wind turbine condition monitoring based on intra- and inter-farm federated learning | Sep 5, 2024 | Fault DetectionFederated Learning | CodeCode Available | 0 |
| Classifier-Free Diffusion-Based Weakly-Supervised Approach for Health Indicator Derivation in Rotating Machines: Advancing Early Fault Detection and Condition Monitoring | Sep 3, 2024 | Fault Detection | —Unverified | 0 |
| Learning a Factorized Orthogonal Latent Space using Encoder-only Architecture for Fault Detection; An Alarm management perspective | Aug 24, 2024 | Fault DetectionManagement | —Unverified | 0 |
| SHEDAD: SNN-Enhanced District Heating Anomaly Detection for Urban Substations | Aug 23, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| AI-driven Transformer Model for Fault Prediction in Non-Linear Dynamic Automotive System | Aug 22, 2024 | ARCFault Detection | —Unverified | 0 |
| AI-Powered Dynamic Fault Detection and Performance Assessment in Photovoltaic Systems | Aug 19, 2024 | Fault Detectionparameter estimation | —Unverified | 0 |
| The LiU-ICE Benchmark -- An Industrial Fault Diagnosis Case Study | Aug 16, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Bearing Fault Diagnosis using Graph Sampling and Aggregation Network | Aug 12, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| An Edge AI System Based on FPGA Platform for Railway Fault Detection | Aug 8, 2024 | CPUFault Detection | —Unverified | 0 |
| Learning what to Monitor: using Machine Learning to Improve Past STL Monitoring | Aug 3, 2024 | Fault Detection | CodeCode Available | 0 |
| Novel rotor fault diagnostic method based on rlmd and ht techniques | Aug 3, 2024 | DiagnosticFault Detection | —Unverified | 0 |
| Enhanced Fault Detection and Cause Identification Using Integrated Attention Mechanism | Jul 31, 2024 | Fault Detection | —Unverified | 0 |
| A maturity framework for data driven maintenance | Jul 26, 2024 | Fault Detection | —Unverified | 0 |