whyre788 / GAN-1DLinks
using WGAN to generate fault bearing vibration signals
☆51Updated 7 years ago
Alternatives and similar repositories for GAN-1D
Users that are interested in GAN-1D are comparing it to the libraries listed below
Sorting:
- domain adaption with LSGAN for bearing fault diagnosis☆74Updated 6 years ago
- CNN applied to bearing signals for analysis☆89Updated 5 years ago
- Chiller Fault Diagnosis based on VAE Enabled Generative Adversarial Networks☆44Updated 5 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆26Updated 5 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆23Updated 4 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆46Updated 7 years ago
- Siamese network for bearing fault diagnosis☆88Updated 5 years ago
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆84Updated 3 years ago
- Experiments performed to analyse the CNN on the CWRU data set.☆14Updated 4 years ago
- try out bearing fault diagnosis with semi-supervised vae☆39Updated 7 years ago
- ☆139Updated 7 years ago
- New GAN models in dataset of CWRU☆40Updated 3 years ago
- ☆60Updated 6 years ago
- 基于无监督和迁移学习的旋转机械故障诊断☆32Updated 5 years ago
- 2018 phm data challenge, ion mill machine RUL & fault diagnosis☆69Updated 7 years ago
- ☆94Updated 4 years ago
- for my thesis work☆17Updated 4 years ago
- with LSTM method to solve bearing fault diagnosis classification☆61Updated 7 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆49Updated 3 years ago
- 基于CNN、特征螺旋排列、奇异值分解、Hankel矩阵的故障诊断方法☆10Updated 5 years ago
- Fault Diagnosis on Bearing Dataset☆32Updated 5 years ago
- wdcnn model for bearing fault diagnosis☆33Updated 5 years ago
- 轴承故障检测 训练赛第30名代码☆131Updated 6 years ago
- Bearing fault diagnosis is important in condition monitoring of any rotating machine. Early fault detection in machinery can save million…☆98Updated 5 years ago
- 1D-CNN Vibration Signal Bearing Fault Diagnosis☆54Updated last year
- 基于可变形卷积和注意力机制的滚动轴承故障诊断☆45Updated 4 years ago
- 轴承有3种故障:外圈故障,内圈故障,滚珠故障,外加正常的工作状态。如表1所示,结合轴承的3种直径(直径1,直径2,直径3),轴承的工作状态有10类☆32Updated 6 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆83Updated 6 years ago
- ☆10Updated 6 years ago
- [深度应用]·DC竞赛轴承故障检测开源Baseline(基于Keras1D卷积 val_acc:0.99780)☆193Updated 5 years ago