| A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports | Nov 29, 2021 | Fault DetectionSpecificity | —Unverified | 0 |
| An Early Fault Detection Method of Rotating Machines Based on Multiple Feature Fusion with Stacking Architecture | May 1, 2022 | DenoisingFault Detection | —Unverified | 0 |
| An Edge AI System Based on FPGA Platform for Railway Fault Detection | Aug 8, 2024 | CPUFault Detection | —Unverified | 0 |
| Statistical Batch-Based Bearing Fault Detection | Jul 24, 2024 | Defect DetectionFault Detection | —Unverified | 0 |
| StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data | Oct 15, 2021 | Fault DetectionMultimodal Sentiment Analysis | —Unverified | 0 |
| SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays | May 25, 2020 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Super-Resolution Perception for Industrial Sensor Data | Sep 6, 2018 | Fault DetectionSuper-Resolution | —Unverified | 0 |
| Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics | Dec 9, 2020 | Defect DetectionEdge Detection | —Unverified | 0 |
| Finding One's Bearings in the Hyperparameter Landscape of a Wide-Kernel Convolutional Fault Detector | Nov 19, 2024 | Fault Detection | —Unverified | 0 |
| Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation | Jun 13, 2025 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Testing Topological Data Analysis for Condition Monitoring of Wind Turbines | Jun 24, 2024 | Fault DetectionTopological Data Analysis | —Unverified | 0 |
| The AI Mechanic: Acoustic Vehicle Characterization Neural Networks | May 19, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| The Altes Family of Log-Periodic Chirplets and the Hyperbolic Chirplet Transform | Nov 12, 2018 | Fault DetectionTime Series Analysis | —Unverified | 0 |
| The Case for Hierarchical Deep Learning Inference at the Network Edge | Apr 23, 2023 | Deep LearningFault Detection | —Unverified | 0 |
| The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection | Jun 28, 2019 | Fault Detection | —Unverified | 0 |
| The LiU-ICE Benchmark -- An Industrial Fault Diagnosis Case Study | Aug 16, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Thermal Fault Detection and Localization Framework for Large Format Batteries | Mar 26, 2021 | Fault Detection | —Unverified | 0 |
| Three-layer deep learning network random trees for fault detection in chemical production process | May 1, 2024 | Deep LearningFault Detection | —Unverified | 0 |
| Time Series Analysis in Compressor-Based Machines: A Survey | Feb 27, 2024 | Change Point DetectionFault Detection | —Unverified | 0 |
| Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures | May 27, 2025 | Fault DetectionPrediction | —Unverified | 0 |
| Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation | Jun 18, 2021 | Data AugmentationFault Detection | —Unverified | 0 |
| Towards federated multivariate statistical process control (FedMSPC) | Nov 3, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Towards Fleet-wide Sharing of Wind Turbine Condition Information through Privacy-preserving Federated Learning | Dec 7, 2022 | Fault DetectionFederated Learning | —Unverified | 0 |
| Towards remote fault detection by analyzing communication priorities | Sep 30, 2022 | Fault Detection | —Unverified | 0 |
| Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy | Jan 31, 2025 | Fault Detectionparameter estimation | —Unverified | 0 |