ShaneSpace / DGFDBenchmark
This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis
☆70Updated last year
Alternatives and similar repositories for DGFDBenchmark:
Users that are interested in DGFDBenchmark are comparing it to the libraries listed below
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆32Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆49Updated 3 years ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆43Updated 10 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆44Updated 3 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆38Updated 2 years ago
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research（实验室自采轴承开源数据集，包含稳定转速和时变转速）☆49Updated last month
- A few shot learning repository for bearing fault diagnosis.☆77Updated last year
- ☆52Updated last year
- code for DFAWnet☆31Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆51Updated 6 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆75Updated 2 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆17Updated 10 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆65Updated 9 months ago
- ☆23Updated 2 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆54Updated last month
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆19Updated 8 months ago
- ☆22Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆24Updated 3 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆17Updated 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
- Transfer learning☆49Updated 3 years ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆33Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆28Updated 5 months ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆84Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆36Updated 7 months 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)☆50Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆43Updated last year
- ☆45Updated 2 years ago