| SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes | Aug 17, 2022 | Anomaly DetectionChemical Process | CodeCode Available | 1 |
| Online Isolation Forest | May 14, 2025 | Anomaly DetectionFault Detection | CodeCode Available | 1 |
| DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing | Oct 14, 2021 | Fault Detectionregression | CodeCode Available | 1 |
| FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and Diagnosis | Dec 19, 2024 | Data VisualizationFault Detection | CodeCode Available | 1 |
| Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection | Sep 25, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning | Dec 6, 2021 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| A probabilistic estimation of remaining useful life from censored time-to-event data | May 2, 2024 | Fault DetectionSurvival Analysis | CodeCode Available | 1 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods | Aug 2, 2022 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| DKDL-Net: A Lightweight Bearing Fault Detection Model via Decoupled Knowledge Distillation and Low-Rank Adaptation Fine-tuning | Jun 10, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 1 |
| DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems | Jul 7, 2023 | Anomaly DetectionFault Detection | CodeCode Available | 1 |
| A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs | Nov 11, 2024 | Fault DetectionMulti-agent Reinforcement Learning | —Unverified | 0 |
| A method for signal components identification in acoustic signal with non-Gaussian background noise using clustering of data in time-frequency domain | Feb 17, 2025 | Fault Detection | —Unverified | 0 |
| A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy | Oct 14, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| A maturity framework for data driven maintenance | Jul 26, 2024 | Fault Detection | —Unverified | 0 |
| A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight Trains | May 25, 2022 | Fault Detection | —Unverified | 0 |
| A fault detection scheme for PV panels in large scale PV stations with complex installation conditions | May 19, 2021 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| A Comparison of Residual-based Methods on Fault Detection | Sep 5, 2023 | Fault Detection | —Unverified | 0 |
| ABIGX: A Unified Framework for eXplainable Fault Detection and Classification | Nov 9, 2023 | Adversarial AttackClassification | —Unverified | 0 |
| Alarm-Based Root Cause Analysis in Industrial Processes Using Deep Learning | Mar 21, 2022 | Fault DetectionManagement | —Unverified | 0 |
| Enhanced Fault Detection and Cause Identification Using Integrated Attention Mechanism | Jul 31, 2024 | Fault Detection | —Unverified | 0 |
| AI-Powered Dynamic Fault Detection and Performance Assessment in Photovoltaic Systems | Aug 19, 2024 | Fault Detectionparameter estimation | —Unverified | 0 |
| Advancing machine fault diagnosis: A detailed examination of convolutional neural networks | Feb 12, 2025 | Data AugmentationFault Detection | —Unverified | 0 |
| An Industry 4.0 example: real-time quality control for steel-based mass production using Machine Learning on non-invasive sensor data | Jun 12, 2022 | Fault Detection | —Unverified | 0 |
| An Incremental Negative Sequence Admittance Method for Fault Detection in Inverter-Based Microgrids | May 5, 2022 | Fault Detection | —Unverified | 0 |
