BlingBlingss / VAE-CWGAN-GP
Chiller Fault Diagnosis based on VAE Enabled Generative Adversarial Networks
☆33Updated 4 years ago
Related projects: ⓘ
- New GAN models in dataset of CWRU☆34Updated 2 years ago
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆71Updated 2 years ago
- ☆25Updated last year
- ☆29Updated last year
- This is the original dataset that we use in our research work, but it may difficult to find in the original link.☆24Updated 3 years ago
- 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)☆43Updated last year
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆24Updated 2 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆17Updated 4 years ago
- ☆19Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆53Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆45Updated 3 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆110Updated 4 years ago
- WT-planetary-gearbox-datasets☆48Updated 4 months ago
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆15Updated last year
- Code for our paper "Domain adaptive transfer learning for fault diagnosis." 2019 Prognostics and System Health Management Conference (PHM…☆19Updated 2 years ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆42Updated 2 years ago
- Transfer learning☆43Updated 3 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆76Updated 2 years ago
- ☆56Updated 3 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆30Updated last year
- ☆20Updated last year
- wdcnn model for bearing fault diagnosis☆32Updated 4 years ago
- ☆22Updated 4 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆30Updated last year
- ☆20Updated last year
- ☆14Updated 3 years ago
- for my thesis work☆14Updated 3 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆17Updated last year
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆36Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆51Updated 8 months ago