XD-onmyway / cnn_for_fault_diagnosis
☆26Updated 3 years ago
Related projects: ⓘ
- Transfer learning☆43Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆45Updated 3 years ago
- 基于迁移学习DANN模型,对不同工况轴承进行故障诊断☆31Updated 3 years ago
- ☆86Updated last year
- ☆42Updated 2 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆30Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆76Updated 2 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
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆110Updated 4 years ago
- The intelligent fault diagnosis methods of HNU IDG☆62Updated last year
- A few shot learning repository for bearing fault diagnosis.☆55Updated last year
- 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 …☆100Updated 3 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
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆28Updated last year
- ☆44Updated 8 months ago
- ☆20Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆30Updated last year
- Siamese network for bearing fault diagnosis☆81Updated 4 years ago
- It comes from eight universities, Case Western Reserve University(CWRU), Beijing University of Aeronautics and Astronautics(BUAA), Southe…☆19Updated 4 years ago
- ☆25Updated last year
- ☆23Updated 3 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆56Updated 4 months ago
- ☆20Updated last year
- ☆29Updated last year
- Capsule network for fault diagnosis (胶囊网络用于故障诊断)☆28Updated last year
- ☆18Updated this week
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆50Updated 2 years ago
- New GAN models in dataset of CWRU☆34Updated 2 years ago
- 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
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆71Updated 2 years ago