| Fault Matters: Sensor Data Fusion for Detection of Faults using Dempster-Shafer Theory of Evidence in IoT-Based Applications | Jun 24, 2019 | Fault Detection | —Unverified | 0 |
| FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision | Nov 9, 2019 | Defect DetectionFault Detection | —Unverified | 0 |
| Fault Prognosis in Particle Accelerator Power Electronics Using Ensemble Learning | Sep 30, 2022 | Ensemble LearningFault Detection | —Unverified | 0 |
| FaultSeg Swin-UNETR: Transformer-Based Self-Supervised Pretraining Model for Fault Recognition | Oct 27, 2023 | Edge DetectionFault Detection | —Unverified | 0 |
| Fault Signature Identification for BLDC motor Drive System -A Statistical Signal Fusion Approach | Sep 7, 2022 | Fault DetectionSensor Fusion | —Unverified | 0 |
| Fault tolerant controller design for a class of affine nonlinear systems based on adaptive virtual actuator | Mar 30, 2020 | Fault Detection | —Unverified | 0 |
| Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning | Aug 10, 2020 | Fault Detectionreinforcement-learning | —Unverified | 0 |
| Fault-Tolerant Performance Enhancement of DC-DC Converters with High-Speed Fault Clearing-unit based Redundant Power Switch Configurations | Nov 1, 2021 | Fault Detection | —Unverified | 0 |
| FD-LLM: Large Language Model for Fault Diagnosis of Machines | Dec 2, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Feature Selection for Fault Detection and Prediction based on Event Log Analysis | Aug 19, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Fine-Grained Engine Fault Sound Event Detection Using Multimodal Signals | Mar 16, 2024 | Event DetectionFault Detection | —Unverified | 0 |
| Fisher Matrix Based Fault Detection for PMUs Data in Power Grids | Aug 9, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems | Sep 15, 2020 | Fault DetectionMulti-Task Learning | —Unverified | 0 |
| FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems | Mar 14, 2022 | Fault Detectionreinforcement-learning | —Unverified | 0 |
| Domain Adaptation for One-Class Classification: Monitoring the Health of Critical Systems Under Limited Information | Jul 22, 2019 | Domain AdaptationFault Detection | —Unverified | 0 |
| Functional observers with linear error dynamics for discrete-time nonlinear systems, with application to fault diagnosis | Jun 4, 2021 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| FuzzerGym: A Competitive Framework for Fuzzing and Learning | Jul 19, 2018 | Deep Reinforcement LearningFault Detection | —Unverified | 0 |
| GCN-ABFT: Low-Cost Online Error Checking for Graph Convolutional Networks | Dec 24, 2024 | Fault Detection | —Unverified | 0 |
| Gearbox Fault Detection through PSO Exact Wavelet Analysis and SVM Classifier | May 12, 2016 | Fault Detection | —Unverified | 0 |
| Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation | Aug 20, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network | Apr 29, 2024 | Chemical ProcessDiagnostic | —Unverified | 0 |
| Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems | Apr 15, 2018 | Fault DetectionGenerative Adversarial Network | —Unverified | 0 |
| Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data | Jan 8, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing | Sep 20, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Global Task-aware Fault Detection, Identification For On-Orbit Multi-Spacecraft Collaborative Inspection | May 6, 2025 | Fault Detection | —Unverified | 0 |
| Graph Neural Network-based Early Bearing Fault Detection | Apr 24, 2022 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| Grid-Forming Control Based On Emulated Synchronous Condenser Strategy Compliant With Challenging Grid Code Requirements | Mar 1, 2023 | Fault Detection | —Unverified | 0 |
| Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies | Mar 11, 2024 | Anomaly DetectionData Compression | —Unverified | 0 |
| HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks | Nov 2, 2021 | Fault Detection | —Unverified | 0 |
| Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis | Dec 7, 2020 | ClassificationFault Detection | —Unverified | 0 |
| High Impedance Fault Detection Through Quasi-Static State Estimation: A Parameter Error Modeling Approach | Dec 20, 2022 | Fault DetectionState Estimation | —Unverified | 0 |
| High-Impedance Non-Linear Fault Detection via Eigenvalue Analysis with low PMU Sampling Rates | Jan 10, 2023 | Fault DetectionSensitivity | —Unverified | 0 |
| High Significant Fault Detection in Azure Core Workload Insights | Apr 14, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Identification of High Impedance Faults Utilizing Recurrence Plots | Mar 4, 2025 | Fault Detection | —Unverified | 0 |
| Identifying Distribution Network Faults Using Adaptive Transition Probability | Sep 30, 2023 | Fault Detection | —Unverified | 0 |
| Image-based Novel Fault Detection with Deep Learning Classifiers using Hierarchical Labels | Mar 26, 2024 | Fault Detection | —Unverified | 0 |
| Imbalanced Classification In Faulty Turbine Data: New Proximal Policy Optimization | Jan 10, 2023 | Fault Detectionimbalanced classification | —Unverified | 0 |
| Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection | May 21, 2025 | Fault Detection | —Unverified | 0 |
| Implicit Neural Representation of Waveform Measurements in Power Systems Waveform Data Analysis | May 14, 2025 | Fault Detection | —Unverified | 0 |
| Improving Automated Visual Fault Detection by Combining a Biologically Plausible Model of Visual Attention with Deep Learning | Feb 13, 2021 | Fault Detection | —Unverified | 0 |
| Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data | Sep 30, 2020 | Data AugmentationFault Detection | —Unverified | 0 |
| Improving Test Case Generation for REST APIs Through Hierarchical Clustering | Sep 14, 2021 | ClusteringEvolutionary Algorithms | —Unverified | 0 |
| Infrared Computer Vision for Utility-Scale Photovoltaic Array Inspection | Jun 29, 2024 | Anomaly DetectionFault 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 |
| In situ process quality monitoring and defect detection for direct metal laser melting | Dec 3, 2021 | Defect DetectionFault Detection | —Unverified | 0 |
| Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods | Feb 21, 2022 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Intelligent Condition Monitoring of Industrial Plants: An Overview of Methodologies and Uncertainty Management Strategies | Jan 3, 2024 | Fault DetectionManagement | —Unverified | 0 |
| Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers | Jun 17, 2020 | Fault Detectionfeature selection | —Unverified | 0 |
| Generalized Out-of-distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning | Jun 27, 2023 | Contrastive LearningFault Detection | —Unverified | 0 |
| Internet of Things Fault Detection and Classification via Multitask Learning | Jul 3, 2023 | ClassificationFault Detection | —Unverified | 0 |