| Process monitoring based on orthogonal locality preserving projection with maximum likelihood estimation | Dec 13, 2020 | Density EstimationDimensionality Reduction | —Unverified | 0 |
| An improved mixture of probabilistic PCA for nonlinear data-driven process monitoring | Dec 12, 2020 | Fault Detection | —Unverified | 0 |
| Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics | Dec 9, 2020 | Defect DetectionEdge Detection | —Unverified | 0 |
| Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis | Dec 7, 2020 | ClassificationFault Detection | —Unverified | 0 |
| A novel multi-classifier information fusion based on Dempster-Shafer theory: application to vibration-based fault detection | Dec 4, 2020 | Fault Detection | —Unverified | 0 |
| CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines | Nov 24, 2020 | Fault DetectionTime Series | —Unverified | 0 |
| Explainable Incipient Fault Detection Systems for Photovoltaic Panels | Nov 19, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Utilizing Dependencies to Obtain Subsets of Reachable Sets | Nov 16, 2020 | Fault DetectionModel Predictive Control | —Unverified | 0 |
| Monitoring and Diagnosability of Perception Systems | Nov 11, 2020 | CPUDiagnostic | —Unverified | 0 |
| Fault Detection for Covered Conductors With High-Frequency Voltage Signals: From Local Patterns to Global Features | Nov 1, 2020 | ClusteringDiversity | —Unverified | 0 |
| Fault diagnosis for linear heterodirectional hyperbolic ODE-PDE systems using backstepping-based trajectory planning | Oct 22, 2020 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Evidential Reasoning with Expert-Guided Machine Learning | Oct 16, 2020 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | Oct 5, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| A Plausibility-based Fault Detection Method for High-level Fusion Perception Systems | Sep 30, 2020 | Fault Detection | —Unverified | 0 |
| Computational framework for real-time diagnostics and prognostics of aircraft actuation systems | Sep 30, 2020 | Fault DetectionManagement | —Unverified | 0 |
| Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data | Sep 30, 2020 | Data AugmentationFault Detection | —Unverified | 0 |
| Sensor Fault Detection and Isolation via Networked Estimation: Full-Rank Dynamical Systems | Sep 25, 2020 | Fault Detection | —Unverified | 0 |
| Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach | Sep 21, 2020 | Fault DetectionGeneral Classification | —Unverified | 0 |
| A Survey on Machine Learning Applied to Dynamic Physical Systems | Sep 21, 2020 | BIG-bench Machine LearningFault 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 |
| Detection of Anomalies and Faults in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System | Sep 8, 2020 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation | Aug 20, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning | Aug 10, 2020 | Fault Detectionreinforcement-learning | —Unverified | 0 |
| Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis | Aug 7, 2020 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| FaultFace: Deep Convolutional Generative Adversarial Network (DCGAN) based Ball-Bearing Failure Detection Method | Jul 30, 2020 | Fault DetectionGenerative Adversarial Network | —Unverified | 0 |
| Interpretable Fault Detection using Projections of Mutual Information Matrix | Jul 21, 2020 | Density EstimationFault Detection | CodeCode Available | 0 |
| Monitoring Link Faults in Nonlinear Diffusively-coupled Networks | Jul 14, 2020 | Fault Detection | —Unverified | 0 |
| Are Ensemble Classifiers Powerful Enough for the Detection and Diagnosis of Intermediate-Severity Faults? | Jul 7, 2020 | 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 |
| A Hybrid DC Fault Primary Protection Algorithm for Multi-Terminal HVdc Systems | Jun 29, 2020 | Fault Detection | —Unverified | 0 |
| Fault Detection of the Mooring system in Floating Offshore Wind Turbines based on the Wave-excited Linear Model | Jun 29, 2020 | Fault Detection | —Unverified | 0 |
| Physics-informed machine learning for sensor fault detection with flight test data | Jun 23, 2020 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers | Jun 17, 2020 | Fault Detectionfeature selection | —Unverified | 0 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Real-Time Fault Detection and Process Control Based on Multi-channel Sensor Data Fusion | May 26, 2020 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data | May 26, 2020 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 1 |
| SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays | May 25, 2020 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Monitoring and Diagnosability of Perception Systems | May 24, 2020 | Fault DetectionSelf-Driving Cars | —Unverified | 0 |
| Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks | May 14, 2020 | Anomaly DetectionClassification | —Unverified | 0 |
| Computer Vision Toolkit for Non-invasive Monitoring of Factory Floor Artifacts | May 12, 2020 | Anomaly DetectionContour Detection | —Unverified | 0 |
| Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks | May 4, 2020 | Fault DetectionFault Diagnosis | —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 Handling in Large Water Networks with Online Dictionary Learning | Mar 18, 2020 | Dictionary LearningFault Detection | CodeCode Available | 0 |
| Development of On Board Computer for a Nanosatellite | Mar 17, 2020 | Fault DetectionImage Compression | —Unverified | 0 |
| Self-Supervised Log Parsing | Mar 17, 2020 | Anomaly DetectionFault Detection | CodeCode Available | 2 |
| Quantum Computing Assisted Deep Learning for Fault Detection and Diagnosis in Industrial Process Systems | Feb 29, 2020 | Deep LearningFault Detection | —Unverified | 0 |
| Mid-flight Propeller Failure Detection and Control of Propeller-deficient Quadcopter using Reinforcement Learning | Feb 26, 2020 | Fault Detectionreinforcement-learning | CodeCode Available | 0 |
| DeepMutation: A Neural Mutation Tool | Feb 12, 2020 | DecoderFault Detection | —Unverified | 0 |
| Transfer Learning for HVAC System Fault Detection | Feb 4, 2020 | Fault DetectionTransfer Learning | CodeCode Available | 0 |
| Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders | Dec 28, 2019 | ClusteringFault Detection | —Unverified | 0 |