huiandqinqin / cwru-data-py3
Automatically download the cwru data set, and then divide it into training data set and test data set.自动下载cwru数据集,然后分训练数据集和测试数据集
☆10Updated 2 years ago
Alternatives and similar repositories for cwru-data-py3:
Users that are interested in cwru-data-py3 are comparing it to the libraries listed below
- New GAN models in dataset of CWRU☆39Updated 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☆41Updated 3 years ago
- Transfer learning☆50Updated 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
- 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
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆81Updated 3 years ago
- ☆95Updated 2 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆56Updated 3 years ago
- Siamese network for bearing fault diagnosis☆86Updated 5 years ago
- ☆45Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆86Updated last year
- Using transformer to realize Bearing Fault Diagnosis☆62Updated last year
- ☆54Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆97Updated 4 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆37Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆52Updated 3 years ago
- The intelligent fault diagnosis of HNU IDG☆94Updated 2 years ago
- ☆26Updated 3 years ago
- ☆81Updated 2 years ago
- ☆13Updated this week
- The intelligent fault diagnosis methods of HNU IDG☆68Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆73Updated 11 months ago
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆39Updated last year
- ☆12Updated last year
- Bearing Fault Diagnosis By CNN、LSTM+CNN、GRU+CNN、SelfAttention+CNN☆24Updated 4 months ago
- ☆24Updated 3 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
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆155Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆119Updated 4 years ago