| A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports | Nov 29, 2021 | Fault DetectionSpecificity | —Unverified | 0 |
| An Early Fault Detection Method of Rotating Machines Based on Multiple Feature Fusion with Stacking Architecture | May 1, 2022 | DenoisingFault Detection | —Unverified | 0 |
| An Edge AI System Based on FPGA Platform for Railway Fault Detection | Aug 8, 2024 | CPUFault Detection | —Unverified | 0 |
| Statistical Batch-Based Bearing Fault Detection | Jul 24, 2024 | Defect DetectionFault Detection | —Unverified | 0 |
| StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data | Oct 15, 2021 | Fault DetectionMultimodal Sentiment Analysis | —Unverified | 0 |
| SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays | May 25, 2020 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Super-Resolution Perception for Industrial Sensor Data | Sep 6, 2018 | Fault DetectionSuper-Resolution | —Unverified | 0 |
| Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics | Dec 9, 2020 | Defect DetectionEdge Detection | —Unverified | 0 |
| Finding One's Bearings in the Hyperparameter Landscape of a Wide-Kernel Convolutional Fault Detector | Nov 19, 2024 | Fault Detection | —Unverified | 0 |
| Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation | Jun 13, 2025 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Testing Topological Data Analysis for Condition Monitoring of Wind Turbines | Jun 24, 2024 | Fault DetectionTopological Data Analysis | —Unverified | 0 |
| The AI Mechanic: Acoustic Vehicle Characterization Neural Networks | May 19, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| The Altes Family of Log-Periodic Chirplets and the Hyperbolic Chirplet Transform | Nov 12, 2018 | Fault DetectionTime Series Analysis | —Unverified | 0 |
| The Case for Hierarchical Deep Learning Inference at the Network Edge | Apr 23, 2023 | Deep LearningFault Detection | —Unverified | 0 |
| The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection | Jun 28, 2019 | Fault Detection | —Unverified | 0 |
| The LiU-ICE Benchmark -- An Industrial Fault Diagnosis Case Study | Aug 16, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Thermal Fault Detection and Localization Framework for Large Format Batteries | Mar 26, 2021 | Fault Detection | —Unverified | 0 |
| Three-layer deep learning network random trees for fault detection in chemical production process | May 1, 2024 | Deep LearningFault Detection | —Unverified | 0 |
| Time Series Analysis in Compressor-Based Machines: A Survey | Feb 27, 2024 | Change Point DetectionFault Detection | —Unverified | 0 |
| Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures | May 27, 2025 | Fault DetectionPrediction | —Unverified | 0 |
| Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation | Jun 18, 2021 | Data AugmentationFault Detection | —Unverified | 0 |
| Towards federated multivariate statistical process control (FedMSPC) | Nov 3, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning | Dec 7, 2022 | Fault DetectionFederated Learning | —Unverified | 0 |
| Towards remote fault detection by analyzing communication priorities | Sep 30, 2022 | Fault Detection | —Unverified | 0 |
| Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy | Jan 31, 2025 | Fault Detectionparameter estimation | —Unverified | 0 |
| Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis | Sep 28, 2021 | DiagnosticDomain Adaptation | —Unverified | 0 |
| Transfer Learning for Fault Diagnosis of Transmission Lines | Jan 20, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism | Dec 15, 2024 | Fault DetectionTime Series | —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 |
| 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 |
| Uncertainty-aware deep learning for digital twin-driven monitoring: Application to fault detection in power lines | Mar 20, 2023 | Fault Detection | —Unverified | 0 |
| UniFault: A Fault Diagnosis Foundation Model from Bearing Data | Apr 2, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Unsupervised Fault Detection in Varying Operating Conditions | Jul 15, 2019 | Fault DetectionIncremental Learning | —Unverified | 0 |
| Unsupervised Fault Detection using SAM with a Moving Window Approach | Jul 8, 2024 | Fault DetectionImage Segmentation | —Unverified | 0 |
| Unsupervised High Impedance Fault Detection Using Autoencoder and Principal Component Analysis | Jan 5, 2023 | Fault DetectionVocal Bursts Intensity Prediction | —Unverified | 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 |
| Using machine learning for fault detection in lighthouse light sensors | Sep 9, 2024 | Fault Detection | —Unverified | 0 |
| Utilizing Dependencies to Obtain Subsets of Reachable Sets | Nov 16, 2020 | Fault DetectionModel Predictive Control | —Unverified | 0 |
| Vibration fault detection in wind turbines based on normal behaviour models without feature engineering | Jun 24, 2022 | Fault DetectionFeature Engineering | —Unverified | 0 |
| Visual Fault Detection of Multi-scale Key Components in Freight Trains | Nov 26, 2022 | Fault Detection | —Unverified | 0 |
| WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale | Jul 2, 2020 | Bayesian InferenceFault Detection | —Unverified | 0 |
| Wavelet subspace decomposition of thermal infrared images for defect detection in artworks | Aug 25, 2015 | Defect DetectionFault Detection | —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 |
| White-box Testing of NLP models with Mask Neuron Coverage | May 10, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks | Mar 6, 2023 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| XAI-guided Insulator Anomaly Detection for Imbalanced Datasets | Sep 25, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey | Oct 23, 2023 | ArticlesFault Detection | —Unverified | 0 |
| Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection | Apr 2, 2025 | Anomaly DetectionEarth Observation | —Unverified | 0 |
| Fault Isolation for the Ink Deposition Process in High-End Industrial Printers | Dec 10, 2024 | Fault Detection | —Unverified | 0 |