| 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 |
| High Significant Fault Detection in Azure Core Workload Insights | Apr 14, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Evaluation and Improvement of Fault Detection for Large Language Models | Apr 14, 2024 | Autonomous DrivingFault Detection | —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 |