| 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 |
| Minder: Faulty Machine Detection for Large-scale Distributed Model Training | Nov 4, 2024 | Fault Detection | —Unverified | 0 |
| Learning Controlled Stochastic Differential Equations | 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 |
| Fault Analysis And Predictive Maintenance Of Induction Motor Using Machine Learning | Sep 16, 2024 | Fault Detection | —Unverified | 0 |
| Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Sep 16, 2024 | Diagnosticenergy management | —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 |
| Novel rotor fault diagnostic method based on rlmd and ht techniques | Aug 3, 2024 | DiagnosticFault Detection | —Unverified | 0 |
| Learning what to Monitor: using Machine Learning to Improve Past STL Monitoring | Aug 3, 2024 | Fault Detection | CodeCode Available | 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 |
| Statistical Batch-Based Bearing Fault Detection | Jul 24, 2024 | Defect DetectionFault Detection | —Unverified | 0 |
| Wideband Relative Transfer Function (RTF) Estimation Exploiting Frequency Correlations | Jul 19, 2024 | Fault DetectionSpeech Enhancement | CodeCode Available | 0 |
| Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection | Jul 19, 2024 | Data AugmentationFault Detection | —Unverified | 0 |
| A Two-Stage Machine Learning-Aided Approach for Quench Identification at the European XFEL | Jul 11, 2024 | Dynamic Time WarpingFault Detection | —Unverified | 0 |
| Comparison of Optimizers for Fault Isolation and Diagnostics of Control Rod Drives | Jul 9, 2024 | Anomaly DetectionDecoder | —Unverified | 0 |
| A Predictive Model Based on Transformer with Statistical Feature Embedding in Manufacturing Sensor Dataset | Jul 9, 2024 | Fault DetectionManagement | —Unverified | 0 |
| Unsupervised Fault Detection using SAM with a Moving Window Approach | Jul 8, 2024 | Fault DetectionImage Segmentation | —Unverified | 0 |
| A Self-Supervised Task for Fault Detection in Satellite Multivariate Time Series | Jul 3, 2024 | Fault DetectionMulti-Task Learning | —Unverified | 0 |
| Infrared Computer Vision for Utility-Scale Photovoltaic Array Inspection | Jun 29, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Condition monitoring of wind turbine blades via learning-based methods | Jun 28, 2024 | Fault Detection | —Unverified | 0 |
| Fault Detection for agents on power grid topology optimization: A Comprehensive analysis | Jun 24, 2024 | Deep Reinforcement LearningFault Detection | —Unverified | 0 |
| Testing Topological Data Analysis for Condition Monitoring of Wind Turbines | Jun 24, 2024 | Fault DetectionTopological Data Analysis | —Unverified | 0 |
| Meta-GCN: A Dynamically Weighted Loss Minimization Method for Dealing with the Data Imbalance in Graph Neural Networks | Jun 24, 2024 | Disease PredictionFault Detection | —Unverified | 0 |
| Fault detection in propulsion motors in the presence of concept drift | Jun 12, 2024 | Fault Detection | —Unverified | 0 |
| Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions | Jun 6, 2024 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| SpikeMM: Flexi-Magnification of High-Speed Micro-Motions | Jun 1, 2024 | Fault DetectionMotion Magnification | —Unverified | 0 |
| Data-driven Machinery Fault Detection: A Comprehensive Review | May 29, 2024 | ArticlesFault Detection | —Unverified | 0 |
| Differential Voltage Analysis and Patterns in Parallel-Connected Pairs of Imbalanced Cells | May 28, 2024 | Fault Detection | —Unverified | 0 |