| DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System | Oct 12, 2022 | Deep LearningFault Detection | —Unverified | 0 |
| Towards remote fault detection by analyzing communication priorities | Sep 30, 2022 | Fault Detection | —Unverified | 0 |
| Fault Prognosis in Particle Accelerator Power Electronics Using Ensemble Learning | Sep 30, 2022 | Ensemble LearningFault Detection | —Unverified | 0 |
| A Novel Observer-Centric Approach for Detecting Faults in Islanded AC Microgrids with Uncertainties | Sep 26, 2022 | Fault Detection | —Unverified | 0 |
| Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection | Sep 25, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Fault Detection in Ball Bearings | Sep 19, 2022 | Fault Detection | —Unverified | 0 |
| Fault Signature Identification for BLDC motor Drive System -A Statistical Signal Fusion Approach | Sep 7, 2022 | Fault DetectionSensor Fusion | —Unverified | 0 |
| Learning Informative Health Indicators Through Unsupervised Contrastive Learning | Aug 28, 2022 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Self-Calibrating Anomaly and Change Detection for Autonomous Inspection Robots | Aug 26, 2022 | Anomaly DetectionChange Detection | —Unverified | 0 |
| Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletes | Aug 24, 2022 | FairnessFault Detection | CodeCode Available | 0 |
| Feature Selection for Fault Detection and Prediction based on Event Log Analysis | Aug 19, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes | Aug 17, 2022 | Anomaly DetectionChemical Process | CodeCode Available | 1 |
| DRAGON: Decentralized Fault Tolerance in Edge Federations | Aug 16, 2022 | Edge-computingFault Detection | —Unverified | 0 |
| A Vision Transformer-Based Approach to Bearing Fault Classification via Vibration Signals | Aug 15, 2022 | Fault Detection | —Unverified | 0 |
| Machine Learning for LiDAR-Based Navigation System | Aug 9, 2022 | Fault DetectionPose Tracking | —Unverified | 0 |
| Fisher Matrix Based Fault Detection for PMUs Data in Power Grids | Aug 9, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods | Aug 2, 2022 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems | Aug 2, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Fault Detection and Classification of Aerospace Sensors using a VGG16-based Deep Neural Network | Jul 27, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| Explainable AI Algorithms for Vibration Data-based Fault Detection: Use Case-adadpted Methods and Critical Evaluation | Jul 21, 2022 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| Vibration fault detection in wind turbines based on normal behaviour models without feature engineering | Jun 24, 2022 | Fault DetectionFeature Engineering | —Unverified | 0 |
| Augmented Imagefication: A Data-driven Fault Detection Method for Aircraft Air Data Sensors | Jun 18, 2022 | Fault Detection | —Unverified | 0 |
| Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency | Jun 17, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 |
| An Industry 4.0 example: real-time quality control for steel-based mass production using Machine Learning on non-invasive sensor data | Jun 12, 2022 | Fault Detection | —Unverified | 0 |
| A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight Trains | May 25, 2022 | Fault Detection | —Unverified | 0 |