| Physics-Informed Real NVP for Satellite Power System Fault Detection | May 27, 2024 | Fault Detection | —Unverified | 0 |
| Efficient Visual Fault Detection for Freight Train via Neural Architecture Search with Data Volume Robustness | May 27, 2024 | Fault DetectionNeural Architecture Search | —Unverified | 0 |
| Pattern-Based Time-Series Risk Scoring for Anomaly Detection and Alert Filtering -- A Predictive Maintenance Case Study | May 24, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| An Active Learning Framework with a Class Balancing Strategy for Time Series Classification | May 20, 2024 | Active LearningClassification | —Unverified | 0 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| Machine Learning-Based Protection and Fault Identification of 100% Inverter-Based Microgrids | May 12, 2024 | Fault Detection | —Unverified | 0 |
| Fault Identification Enhancement with Reinforcement Learning (FIERL) | May 8, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| Fault Detection and Monitoring using a Data-Driven Information-Based Strategy: Method, Theory, and Application | May 6, 2024 | Drift DetectionFault Detection | —Unverified | 0 |
| Closed-Loop Sensitivity Identification for Cross-Directional Systems | May 2, 2024 | Fault DetectionSensitivity | —Unverified | 0 |
| Machine Learning in Short-Reach Optical Systems: A Comprehensive Survey | May 2, 2024 | Fault DetectionSurvey | —Unverified | 0 |
| Three-layer deep learning network random trees for fault detection in chemical production process | May 1, 2024 | Deep LearningFault Detection | —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 |
| Generalised envelope spectrum-based signal-to-noise objectives: Formulation, optimisation and application for gear fault detection under time-varying speed conditions | Apr 26, 2024 | Fault Detection | CodeCode Available | 0 |
| Dynamic fault detection and diagnosis for alkaline water electrolyzer with variational Bayesian Sparse principal component analysis | Apr 24, 2024 | Fault Detection | —Unverified | 0 |
| Autoencoder-assisted Feature Ensemble Net for Incipient Faults | Apr 22, 2024 | Fault Detection | —Unverified | 0 |
| Explainable Artificial Intelligence Techniques for Accurate Fault Detection and Diagnosis: A Review | Apr 17, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| CARE to Compare: A real-world dataset for anomaly detection in wind turbine data | Apr 16, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Dynamic fault detection and diagnosis of industrial alkaline water electrolyzer process with variational Bayesian dictionary learning | Apr 15, 2024 | Dictionary LearningFault Detection | —Unverified | 0 |
| Evaluation and Improvement of Fault Detection for Large Language Models | Apr 14, 2024 | Autonomous DrivingFault Detection | —Unverified | 0 |
| High Significant Fault Detection in Azure Core Workload Insights | Apr 14, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Fault Detection in Mobile Networks Using Diffusion Models | Apr 14, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| Condition Monitoring with Incomplete Data: An Integrated Variational Autoencoder and Distance Metric Framework | Apr 8, 2024 | DescriptiveFault Detection | —Unverified | 0 |
| A new framework of sensor selection for developing a fault detection system based on data-envelopment analysis | Mar 29, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Driving Intelligent IoT Monitoring and Control through Cloud Computing and Machine Learning | Mar 26, 2024 | Cloud ComputingDistributed Computing | —Unverified | 0 |
| Image-based Novel Fault Detection with Deep Learning Classifiers using Hierarchical Labels | Mar 26, 2024 | Fault Detection | —Unverified | 0 |
| Runtime Monitoring and Fault Detection for Neural Network-Controlled Systems | Mar 24, 2024 | Fault Detection | —Unverified | 0 |
| 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 |
| Design & Implementation of Automatic Machine Condition Monitoring and Maintenance System in Limited Resource Situations | Jan 22, 2024 | Fault DetectionFeature Engineering | —Unverified | 0 |
| A Systematic Mapping Study of Digital Twins for Diagnosis in Transportation | Jan 22, 2024 | DiagnosticFault Detection | —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 |
| 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 |