| Soft Sensing Regression Model: from Sensor to Wafer Metrology Forecasting | Jan 21, 2023 | Fault DetectionPrediction | —Unverified | 0 |
| High-Impedance Non-Linear Fault Detection via Eigenvalue Analysis with low PMU Sampling Rates | Jan 10, 2023 | Fault DetectionSensitivity | —Unverified | 0 |
| Imbalanced Classification In Faulty Turbine Data: New Proximal Policy Optimization | Jan 10, 2023 | Fault Detectionimbalanced classification | —Unverified | 0 |
| Unsupervised High Impedance Fault Detection Using Autoencoder and Principal Component Analysis | Jan 5, 2023 | Fault DetectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Object detection-based inspection of power line insulators: Incipient fault detection in the low data-regime | Dec 21, 2022 | Fault DetectionObject | —Unverified | 0 |
| High Impedance Fault Detection Through Quasi-Static State Estimation: A Parameter Error Modeling Approach | Dec 20, 2022 | Fault DetectionState Estimation | —Unverified | 0 |
| Zero-Shot Motor Health Monitoring by Blind Domain Transition | Dec 12, 2022 | Fault DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning | Dec 7, 2022 | Fault DetectionFederated Learning | —Unverified | 0 |
| Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach | Dec 7, 2022 | Bayesian OptimizationFault Detection | —Unverified | 0 |
| DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model | Dec 2, 2022 | Edge-computingFault Detection | —Unverified | 0 |
| Visual Fault Detection of Multi-scale Key Components in Freight Trains | Nov 26, 2022 | Fault Detection | —Unverified | 0 |
| Detecting broken Absorber Tubes in CSP plants using intelligent sampling and dual loss | Nov 25, 2022 | Fault Detection | —Unverified | 0 |
| PreMa: Predictive Maintenance of Solenoid Valve in Real-Time at Embedded Edge-Level | Nov 21, 2022 | Fault Detection | —Unverified | 0 |
| Circuit Design for Predictive Maintenance | Nov 18, 2022 | Fault Detection | —Unverified | 0 |
| Bayesian Integrity Monitoring for Cellular Positioning -- A Simplified Case Study | Nov 14, 2022 | Fault DetectionPosition | —Unverified | 0 |
| A Random Forest and Current Fault Texture Feature-Based Method for Current Sensor Fault Diagnosis in Three-Phase PWM VSR | Nov 8, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems | Nov 5, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Cutting Through the Noise: An Empirical Comparison of Psychoacoustic and Envelope-based Features for Machinery Fault Detection | Nov 3, 2022 | Fault DetectionOne-class classifier | —Unverified | 0 |
| Towards federated multivariate statistical process control (FedMSPC) | Nov 3, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Monitoring and Detection of Low-current High-Impedance Faults in Distribution Networks | Oct 30, 2022 | Fault Detection | —Unverified | 0 |
| Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems | Oct 27, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Data-Driven Quickest Change Detection in (Hidden) Markov Models | Oct 21, 2022 | Change DetectionFault Detection | —Unverified | 0 |
| Deep Scattering Spectrum germaneness to Fault Detection and Diagnosis for Component-level Prognostics and Health Management (PHM) | Oct 18, 2022 | Fault DetectionIndustrial Robots | —Unverified | 0 |
| A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy | Oct 14, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain | Oct 14, 2022 | Fault DetectionTime Series | —Unverified | 0 |
| 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 |