| SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes | Aug 17, 2022 | Anomaly DetectionChemical Process | CodeCode Available | 1 |
| A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay | Aug 11, 2022 | Bayesian OptimizationFault Diagnosis | CodeCode Available | 1 |
| A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms | Jul 19, 2022 | Decision MakingFault Diagnosis | CodeCode Available | 0 |
| A class alignment method based on graph convolution neural network for bearing fault diagnosis in presence of missing data and changing working conditions | Jul 1, 2022 | Domain AdaptationFault Diagnosis | —Unverified | 0 |
| Multi-Granularity Regularized Re-Balancing for Class Incremental Learning | Jun 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Synthesizing Rolling Bearing Fault Samples in New Conditions: A framework based on a modified CGAN | Jun 24, 2022 | Fault Diagnosis | —Unverified | 0 |
| Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition | Jun 13, 2022 | Causal InferenceFault Diagnosis | CodeCode Available | 1 |
| Fault Diagnosis of Inter-turn Short Circuit in Permanent Magnet Synchronous Motors with Current Signal Imaging and Unsupervised Learning | Jun 9, 2022 | Fault DiagnosisFeature Engineering | —Unverified | 0 |
| Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis | Jun 1, 2022 | Fault Diagnosis | CodeCode Available | 1 |
| Multi-Fault Diagnosis Of Industrial Rotating Machines Using Data-Driven Approach: A Review Of Two Decades Of Research | May 30, 2022 | Fault DiagnosisSystematic Literature Review | —Unverified | 0 |
| DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs | May 4, 2022 | Deep LearningFault Diagnosis | CodeCode Available | 1 |
| Logistic-ELM: A Novel Fault Diagnosis Method for Rolling Bearings | Apr 23, 2022 | Fault Diagnosis | CodeCode Available | 1 |
| Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network | Apr 15, 2022 | Fault Diagnosis | CodeCode Available | 1 |
| T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery | Apr 7, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Fault Diagnosis of Discrete-Event Systems under Non-Deterministic Observations with Output Fairness | Apr 6, 2022 | FairnessFault Diagnosis | —Unverified | 0 |
| A Multi-size Kernel based Adaptive Convolutional Neural Network for Bearing Fault Diagnosis | Mar 29, 2022 | DiagnosticFault Diagnosis | —Unverified | 0 |
| A platform for causal knowledge representation and inference in industrial fault diagnosis based on cubic DUCG | Mar 24, 2022 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Machine Learning-based Anomaly Detection in Optical Fiber Monitoring | Mar 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory | Mar 19, 2022 | Fault DiagnosisMulti-Task Learning | —Unverified | 0 |
| Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks | Mar 19, 2022 | Fault Diagnosis | —Unverified | 0 |
| RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing | Mar 14, 2022 | BIG-bench Machine LearningFault Diagnosis | —Unverified | 0 |
| Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging | Mar 10, 2022 | Action RecognitionClassification | —Unverified | 0 |
| Synthetic to Real Framework based on Convolutional Multi-Head Attention and Hybrid Domain Alignment | Mar 2, 2022 | Domain AdaptationFault Diagnosis | —Unverified | 0 |
| An Intelligent Gearbox Fault Diagnosis under Different Operating Conditions using Adversarial Domain Adaptation | Mar 2, 2022 | DiagnosticDomain Adaptation | —Unverified | 0 |
| Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations | Feb 28, 2022 | Fault DiagnosisFederated Learning | —Unverified | 0 |
