| One Masked Model is All You Need for Sensor Fault Detection, Isolation and Accommodation | Mar 24, 2024 | AllFault Detection | —Unverified | 0 |
| Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process | Mar 20, 2024 | Decision MakingFault Detection | CodeCode Available | 0 |
| Fine-Grained Engine Fault Sound Event Detection Using Multimodal Signals | Mar 16, 2024 | Event DetectionFault Detection | —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 |
| Fault Detection and Tolerant Control for Aero2 2D0F Two-rotor Helicopter | Mar 14, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| A New Random Forest Ensemble of Intuitionistic Fuzzy Decision Trees | Mar 12, 2024 | ClassificationEnsemble Learning | —Unverified | 0 |
| Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies | Mar 11, 2024 | Anomaly DetectionData Compression | —Unverified | 0 |
| Efficient Fault Detection and Categorization in Electrical Distribution Systems Using Hessian Locally Linear Embedding on Measurement Data | Mar 9, 2024 | ClusteringFault Detection | —Unverified | 0 |
| Time Series Analysis in Compressor-Based Machines: A Survey | Feb 27, 2024 | Change Point DetectionFault Detection | —Unverified | 0 |
| A New Architecture for Energy Efficient Fault Detection Using Energy Harvesters | Feb 21, 2024 | Fault Detection | —Unverified | 0 |
| Scalable and reliable deep transfer learning for intelligent fault detection via multi-scale neural processes embedded with knowledge | Feb 20, 2024 | Fault DetectionTransfer Learning | —Unverified | 0 |
| KGroot: Enhancing Root Cause Analysis through Knowledge Graphs and Graph Convolutional Neural Networks | Feb 11, 2024 | DiagnosticFault Detection | —Unverified | 0 |
| Anomaly Detection of Particle Orbit in Accelerator using LSTM Deep Learning Technology | Jan 28, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Fault Diagnosis on Induction Motor using Machine Learning and Signal Processing | Jan 27, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| PHMD: An easy data access tool for prognosis and health management datasets | Jan 22, 2024 | Anomaly DetectionFault Detection | CodeCode Available | 1 |
| A Systematic Mapping Study of Digital Twins for Diagnosis in Transportation | Jan 22, 2024 | DiagnosticFault Detection | —Unverified | 0 |
| Design & Implementation of Automatic Machine Condition Monitoring and Maintenance System in Limited Resource Situations | Jan 22, 2024 | Fault DetectionFeature Engineering | —Unverified | 0 |
| A Review of Physics-Informed Machine Learning Methods with Applications to Condition Monitoring and Anomaly Detection | Jan 22, 2024 | Anomaly DetectionComputational Efficiency | —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 |
| Intelligent Condition Monitoring of Industrial Plants: An Overview of Methodologies and Uncertainty Management Strategies | Jan 3, 2024 | Fault DetectionManagement | —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 |
| Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery | Dec 17, 2023 | Fault Detection | CodeCode Available | 1 |
| Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains | Dec 10, 2023 | Fault Detectionobject-detection | CodeCode Available | 0 |
| Acoustic Signal Analysis with Deep Neural Network for Detecting Fault Diagnosis in Industrial Machines | Dec 2, 2023 | Deep LearningFault Detection | —Unverified | 0 |
| Advancements in Arc Fault Detection for Electrical Distribution Systems: A Comprehensive Review from Artificial Intelligence Perspective | Nov 28, 2023 | ARCFault Detection | —Unverified | 0 |
| Dynamic Fault Characteristics Evaluation in Power Grid | Nov 28, 2023 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| 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 |
| NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation | Nov 20, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| An Improved Anomaly Detection Model for Automated Inspection of Power Line Insulators | Nov 14, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Ball Mill Fault Prediction Based on Deep Convolutional Auto-Encoding Network | Nov 9, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| ABIGX: A Unified Framework for eXplainable Fault Detection and Classification | Nov 9, 2023 | Adversarial AttackClassification | —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 |
| 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 |
| Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts | Oct 17, 2023 | Fault 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 |