lkurakht / CatGAN-bearing-faults
Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics
☆52Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for CatGAN-bearing-faults
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方 法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆47Updated last year
- ☆47Updated 10 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆53Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆62Updated 5 months ago
- A few shot learning repository for bearing fault diagnosis.☆60Updated last year
- Transfer learning☆45Updated 3 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆30Updated 2 years ago
- ☆21Updated last year
- ☆28Updated last year
- ☆45Updated 2 years ago
- ☆34Updated 2 months ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆27Updated last year
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆30Updated last year
- New GAN models in dataset of CWRU☆36Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆57Updated 10 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆25Updated last year
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆16Updated 10 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆29Updated 2 years ago
- code for DFAWnet☆29Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆34Updated last week
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆37Updated last year
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆39Updated 7 months ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆48Updated 3 years ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆31Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆42Updated 3 months ago
- ☆21Updated last year
- ☆23Updated 3 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆21Updated last year
- ☆42Updated 3 years ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆28Updated last year