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| Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures | May 27, 2025 | Fault DetectionPrediction | —Unverified | 0 | 0 |
| Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation | Jun 18, 2021 | Data AugmentationFault Detection | —Unverified | 0 | 0 |
| Towards federated multivariate statistical process control (FedMSPC) | Nov 3, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 | 0 |
| Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning | Dec 7, 2022 | Fault DetectionFederated Learning | —Unverified | 0 | 0 |
| Towards remote fault detection by analyzing communication priorities | Sep 30, 2022 | Fault Detection | —Unverified | 0 | 0 |
| Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy | Jan 31, 2025 | Fault Detectionparameter estimation | —Unverified | 0 | 0 |
| Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis | Sep 28, 2021 | DiagnosticDomain Adaptation | —Unverified | 0 | 0 |
| Transfer Learning for Fault Diagnosis of Transmission Lines | Jan 20, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 | 0 |
| Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism | Dec 15, 2024 | Fault DetectionTime Series | —Unverified | 0 | 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 | 0 |
| Twin Transformer using Gated Dynamic Learnable Attention mechanism for Fault Detection and Diagnosis in the Tennessee Eastman Process | Mar 16, 2024 | Chemical ProcessFault Detection | —Unverified | 0 | 0 |
| Uncertainty-aware deep learning for digital twin-driven monitoring: Application to fault detection in power lines | Mar 20, 2023 | Fault Detection | —Unverified | 0 | 0 |
| UniFault: A Fault Diagnosis Foundation Model from Bearing Data | Apr 2, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 | 0 |
| Unsupervised Fault Detection in Varying Operating Conditions | Jul 15, 2019 | Fault DetectionIncremental Learning | —Unverified | 0 | 0 |
| Unsupervised Fault Detection using SAM with a Moving Window Approach | Jul 8, 2024 | Fault DetectionImage Segmentation | —Unverified | 0 | 0 |
| Unsupervised High Impedance Fault Detection Using Autoencoder and Principal Component Analysis | Jan 5, 2023 | Fault DetectionVocal Bursts Intensity Prediction | —Unverified | 0 | 0 |
| Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units | Dec 18, 2023 | Dimensionality ReductionFault Detection | —Unverified | 0 | 0 |
| Using machine learning for fault detection in lighthouse light sensors | Sep 9, 2024 | Fault Detection | —Unverified | 0 | 0 |
| Utilizing Dependencies to Obtain Subsets of Reachable Sets | Nov 16, 2020 | Fault DetectionModel Predictive Control | —Unverified | 0 | 0 |
| Vibration fault detection in wind turbines based on normal behaviour models without feature engineering | Jun 24, 2022 | Fault DetectionFeature Engineering | —Unverified | 0 | 0 |
| Visual Fault Detection of Multi-scale Key Components in Freight Trains | Nov 26, 2022 | Fault Detection | —Unverified | 0 | 0 |
| WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale | Jul 2, 2020 | Bayesian InferenceFault Detection | —Unverified | 0 | 0 |
| Wavelet subspace decomposition of thermal infrared images for defect detection in artworks | Aug 25, 2015 | Defect DetectionFault Detection | —Unverified | 0 | 0 |
| Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers | Jun 11, 2023 | Fault Detectionvalid | —Unverified | 0 | 0 |
| WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining | Jun 9, 2023 | Fault DetectionNovelty Detection | —Unverified | 0 | 0 |
| White-box Testing of NLP models with Mask Neuron Coverage | May 10, 2022 | Data AugmentationFault Detection | —Unverified | 0 | 0 |
| Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks | Mar 6, 2023 | Fault DetectionGraph Neural Network | —Unverified | 0 | 0 |
| XAI-guided Insulator Anomaly Detection for Imbalanced Datasets | Sep 25, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 | 0 |
| Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey | Oct 23, 2023 | ArticlesFault Detection | —Unverified | 0 | 0 |
| Smart fault detection in satellite electrical power system | Jul 18, 2025 | DiagnosticFault Detection | —Unverified | 0 | 0 |
| 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems | Nov 5, 2022 | Event DetectionFault Detection | —Unverified | 0 | 0 |
| Enhanced Fault Detection and Cause Identification Using Integrated Attention Mechanism | Jul 31, 2024 | Fault Detection | —Unverified | 0 | 0 |
| AI and Semantic Communication for Infrastructure Monitoring in 6G-Driven Drone Swarms | Feb 26, 2025 | Fault DetectionSemantic Communication | —Unverified | 0 | 0 |
| A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing | Feb 4, 2021 | EMG Gesture RecognitionFault Detection | —Unverified | 0 | 0 |
| ABIGX: A Unified Framework for eXplainable Fault Detection and Classification | Nov 9, 2023 | Adversarial AttackClassification | —Unverified | 0 | 0 |
| A Comparison of Residual-based Methods on Fault Detection | Sep 5, 2023 | Fault Detection | —Unverified | 0 | 0 |
| Acoustic Signal Analysis with Deep Neural Network for Detecting Fault Diagnosis in Industrial Machines | Dec 2, 2023 | Deep LearningFault Detection | —Unverified | 0 | 0 |
| Active Foundational Models for Fault Diagnosis of Electrical Motors | Nov 27, 2023 | Active LearningFault Detection | —Unverified | 0 | 0 |
| AI based Log Analyser: A Practical Approach | Mar 18, 2022 | Fault Detection | —Unverified | 0 | 0 |
| Advancements in Arc Fault Detection for Electrical Distribution Systems: A Comprehensive Review from Artificial Intelligence Perspective | Nov 28, 2023 | ARCFault Detection | —Unverified | 0 | 0 |
| Advancing machine fault diagnosis: A detailed examination of convolutional neural networks | Feb 12, 2025 | Data AugmentationFault Detection | —Unverified | 0 | 0 |
| A fault detection scheme for PV panels in large scale PV stations with complex installation conditions | May 19, 2021 | Fault DetectionFault Diagnosis | —Unverified | 0 | 0 |
| A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy | Oct 14, 2022 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| A Framework for the Automated Parameterization of a Sensorless Bearing Fault Detection Pipeline | Mar 15, 2023 | AutoMLFault Detection | —Unverified | 0 | 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 | 0 |
| CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines | Nov 24, 2020 | Fault DetectionTime Series | —Unverified | 0 | 0 |
| A Graph-based Framework for Complex System Simulating and Diagnosis with Automatic Reconfiguration | Feb 10, 2023 | Fault Detection | —Unverified | 0 | 0 |
| A Harmonic-based Fault detection algorithm for Microgrids | Mar 28, 2023 | Fault Detection | —Unverified | 0 | 0 |
| A Hybrid DC Fault Primary Protection Algorithm for Multi-Terminal HVdc Systems | Jun 29, 2020 | Fault Detection | —Unverified | 0 | 0 |