OneBugMaker / AET
Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings
☆18Updated 3 months ago
Related projects: ⓘ
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆10Updated 5 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆14Updated 4 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆21Updated 3 weeks ago
- ☆30Updated 2 weeks ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆26Updated 2 months ago
- Python code for TCTL method☆10Updated 2 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆24Updated last year
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆40Updated 5 months ago
- Unsupervised Feature-Preserving CycleGAN for Fault Diagnosis of Rolling Bearings using Unbalanced Infrared Thermal Imaging Sample☆11Updated 6 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆32Updated last month
- ☆10Updated 5 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆12Updated 6 months ago
- ☆15Updated 3 weeks ago
- 一种用于复杂工况机械故障检测的GNN方法☆35Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆21Updated 11 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆16Updated 9 months ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆28Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆8Updated 7 months ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆31Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆19Updated 11 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆27Updated last year
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆38Updated 3 months ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆12Updated last year
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆27Updated 2 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆28Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆17Updated 4 months ago
- Code sharing of fault diagnosis papers.☆42Updated 8 months ago
- 一种轻量化故障诊断框架——LiConvFormer☆57Updated last year
- Code for paper: Scale-information fused correntropy representation for mechanical fault diagnosis under time-varying conditions☆10Updated 2 weeks ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆56Updated 4 months ago