| Active Foundational Models for Fault Diagnosis of Electrical Motors | Nov 27, 2023 | Active LearningFault Detection | —Unverified | 0 |
| Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks | Nov 24, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| An Improved Anomaly Detection Model for Automated Inspection of Power Line Insulators | Nov 14, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| ABIGX: A Unified Framework for eXplainable Fault Detection and Classification | Nov 9, 2023 | Adversarial AttackClassification | —Unverified | 0 |
| Ball Mill Fault Prediction Based on Deep Convolutional Auto-Encoding Network | Nov 9, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Path Analysis for Effective Fault Localization in Deep Neural Networks | Oct 29, 2023 | Fault DetectionFault localization | CodeCode Available | 0 |
| FaultSeg Swin-UNETR: Transformer-Based Self-Supervised Pretraining Model for Fault Recognition | Oct 27, 2023 | Edge DetectionFault Detection | —Unverified | 0 |
| Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey | Oct 23, 2023 | ArticlesFault Detection | —Unverified | 0 |
| Does Your Model Think Like an Engineer? Explainable AI for Bearing Fault Detection with Deep Learning | Oct 19, 2023 | Fault Detection | —Unverified | 0 |
| Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts | Oct 17, 2023 | Fault Detection | —Unverified | 0 |
| A Robust Deep Learning System for Motor Bearing Fault Detection: Leveraging Multiple Learning Strategies and a Novel Double Loss Function | Oct 17, 2023 | Deep LearningFault Detection | —Unverified | 0 |
| Multiscale Fusion for Abnormality Detection and Localization of Distributed Parameter Systems | Oct 10, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Robust Multivariate Detection and Estimation with Fault Frequency Content Information | Oct 7, 2023 | Fault Detection | —Unverified | 0 |
| Leveraging Data-Driven Models for Accurate Analysis of Grid-Tied Smart Inverters Dynamics | Oct 3, 2023 | Fault Detectionparameter estimation | —Unverified | 0 |
| Identifying Distribution Network Faults Using Adaptive Transition Probability | Sep 30, 2023 | Fault Detection | —Unverified | 0 |
| An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods | Sep 22, 2023 | ClusteringFault Detection | CodeCode Available | 0 |
| Distributed Error-Identification and Correction using Block-Sparse Optimization | Sep 21, 2023 | Decision MakingFault Detection | —Unverified | 0 |
| Physics-informed State-space Neural Networks for Transport Phenomena | Sep 21, 2023 | DiagnosticFault Detection | —Unverified | 0 |
| Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing | Sep 20, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Real-Time Kinematics-Based Sensor-Fault Detection for Autonomous Vehicles Using Single and Double Transport with Adaptive Numerical Differentiation | Sep 10, 2023 | Autonomous VehiclesFault Detection | —Unverified | 0 |
| A study on fault diagnosis in nonlinear dynamic systems with uncertainties | Sep 6, 2023 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| A Comparison of Residual-based Methods on Fault Detection | Sep 5, 2023 | Fault Detection | —Unverified | 0 |
| Fault Detection and Classification using Wavelet and ANN in DFIG and TCSC Connected Transmission Line | Aug 17, 2023 | Fault Detection | —Unverified | 0 |
| An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-parameter Patterns | Aug 16, 2023 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| On-line Parameter Estimation of the Polarization Curve of a Fuel Cell with Guaranteed Convergence Properties: Theoretical and Experimental Results | Aug 12, 2023 | Fault Detectionparameter estimation | —Unverified | 0 |
| Evaluating the Robustness of Test Selection Methods for Deep Neural Networks | Jul 29, 2023 | Fault Detection | —Unverified | 0 |
| Feature Map Testing for Deep Neural Networks | Jul 21, 2023 | Fault Detection | CodeCode Available | 0 |
| A Novel Unsupervised Graph Wavelet Autoencoder for Mechanical System Fault Detection | Jul 20, 2023 | Fault DetectionGraph Neural Network | CodeCode Available | 0 |
| Neuron Sensitivity Guided Test Case Selection for Deep Learning Testing | Jul 20, 2023 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Internet of Things Fault Detection and Classification via Multitask Learning | Jul 3, 2023 | ClassificationFault Detection | —Unverified | 0 |
| Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild | Jul 3, 2023 | Fault Detectionobject-detection | —Unverified | 0 |
| Generalized Out-of-distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning | Jun 27, 2023 | Contrastive LearningFault Detection | —Unverified | 0 |
| A Hybrid Feature Selection and Construction Method for Detection of Wind Turbine Generator Heating Faults | Jun 15, 2023 | Fault Detectionfeature selection | —Unverified | 0 |
| Fault Detection in Induction Motors using Functional Dimensionality Reduction Methods | Jun 14, 2023 | Dimensionality ReductionFault Detection | —Unverified | 0 |
| DTW k-means clustering for fault detection in photovoltaic modules | Jun 13, 2023 | ClusteringDiagnostic | —Unverified | 0 |
| Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers | Jun 11, 2023 | Fault Detectionvalid | —Unverified | 0 |
| WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining | Jun 9, 2023 | Fault DetectionNovelty Detection | —Unverified | 0 |
| Robust and Efficient Fault Diagnosis of mm-Wave Active Phased Arrays using Baseband Signal | Jun 7, 2023 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Anomaly Detection Techniques in Smart Grid Systems: A Review | Jun 4, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| RGB-D And Thermal Sensor Fusion: A Systematic Literature Review | May 19, 2023 | 3D ReconstructionAutonomous Driving | —Unverified | 0 |
| Direct Shaping of Minimum and Maximum Singular Values: An H_-/H_ Synthesis Approach for Fault Detection Filters | May 12, 2023 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| An ensemble of convolution-based methods for fault detection using vibration signals | May 5, 2023 | Fault DetectionTime Series | —Unverified | 0 |
| Model-Based Monitoring and State Estimation for Digital Twins: The Kalman Filter | Apr 29, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Real-Time Ground Fault Detection for Inverter-Based Microgrid Systems | Apr 24, 2023 | Fault Detection | —Unverified | 0 |
| The Case for Hierarchical Deep Learning Inference at the Network Edge | Apr 23, 2023 | Deep LearningFault Detection | —Unverified | 0 |
| Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain | Apr 20, 2023 | DiagnosticEnsemble Learning | —Unverified | 0 |
| Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers | Apr 18, 2023 | Fault Detection | —Unverified | 0 |
| Novel features for the detection of bearing faults in railway vehicles | Apr 14, 2023 | Audio Signal ProcessingFault Detection | —Unverified | 0 |
| A new transformation for embedded convolutional neural network approach toward real-time servo motor overload fault-detection | Apr 8, 2023 | Fault Detection | —Unverified | 0 |
| A Harmonic-based Fault detection algorithm for Microgrids | Mar 28, 2023 | Fault Detection | —Unverified | 0 |