he-zh / vibration_gan
Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.
☆81Updated 3 years ago
Alternatives and similar repositories for vibration_gan:
Users that are interested in vibration_gan are comparing it to the libraries listed below
- New GAN models in dataset of CWRU☆39Updated 3 years ago
- zggg1p / A-Domain-Adaption-Transfer-Learning-Bearing-Fault-Diagnosis-Model-Based-on-Wide-Convolution-Deep-NeuInspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆118Updated last month
- Siamese network for bearing fault diagnosis☆86Updated 5 years ago
- Transfer learning☆50Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆86Updated last year
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆56Updated 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)☆52Updated last year
- ☆54Updated last year
- ☆95Updated 2 years ago
- Using transformer to realize Bearing Fault Diagnosis☆62Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆97Updated 4 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆55Updated 8 months ago
- 基于迁移学习DANN模型，对不同工况轴承进行故障诊断☆41Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆74Updated this week
- ☆101Updated 2 years ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆8Updated 4 months ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆37Updated 2 years ago
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆24Updated 4 months ago
- Remain useful life prediction of rolling bearing.☆57Updated 4 years ago
- ☆30Updated last year
- ☆60Updated 5 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆52Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 2 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆88Updated 2 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆119Updated 4 years ago
- ☆67Updated 4 years ago
- wdcnn model for bearing fault diagnosis☆32Updated 5 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆44Updated 3 years ago
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆39Updated last year
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆9Updated last year