lkurakht / CatGAN-bearing-faults
Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics
☆54Updated 2 years ago
Alternatives and similar repositories for CatGAN-bearing-faults:
Users that are interested in CatGAN-bearing-faults are comparing it to the libraries listed below
- 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)☆50Updated last year
- Transfer learning☆49Updated 3 years ago
- ☆31Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆49Updated 3 years ago
- ☆22Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆55Updated 3 years ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆34Updated 2 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆33Updated 2 years ago
- ☆52Updated last year
- ☆24Updated 3 years ago
- ☆23Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆65Updated 9 months ago
- ☆45Updated 2 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆70Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆39Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- 基于机器学习的机械故障诊断☆16Updated 11 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 years ago
- code for DFAWnet☆31Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆43Updated last year
- The intelligent fault diagnosis methods of HNU IDG☆63Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆32Updated last year
- 基于迁移学习DANN模型,对不同工况轴承进行故障诊断☆38Updated 3 years ago
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆22Updated last year
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆44Updated 3 years ago
- New GAN models in dataset of CWRU☆38Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆77Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆38Updated 2 years ago