whyre788 / GAN-1DLinks
using WGAN to generate fault bearing vibration signals
☆50Updated 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:
- TensorFlow implementation of a CNN based mechanical science paper☆45Updated 7 years ago
- Siamese network for bearing fault diagnosis☆88Updated 5 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆25Updated 5 years ago
- domain adaption with LSGAN for bearing fault diagnosis☆73Updated 6 years ago
- Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.☆83Updated 3 years ago
- ☆60Updated 5 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
- New GAN models in dataset of CWRU☆39Updated 3 years ago
- bearing fault diagnosis☆8Updated 5 years ago
- CNN applied to bearing signals for analysis☆88Updated 5 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
- with LSTM method to solve bearing fault diagnosis classification☆61Updated 7 years ago
- 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
- 基于无监督和迁移学习的旋转机械故障诊断☆32Updated 5 years ago
- try out bearing fault diagnosis with semi-supervised vae☆39Updated 7 years ago
- ☆23Updated 2 years ago
- 1D CNN for CWRU rolling bearings dataset☆39Updated 6 years ago
- deep learning methods for bearing fault diagnosis☆13Updated 6 years ago
- The code of Joint Learning CNN for Vibration Signal Denoising and Bearing Fault Diagnosis under Unknown Noise Condition.☆22Updated 4 years ago
- 故障诊断方面的论文阅读☆16Updated 5 years ago
- wdcnn model for bearing fault diagnosis☆33Updated 5 years ago
- Chiller Fault Diagnosis based on VAE Enabled Generative Adversarial Networks☆42Updated 4 years ago
- Analysis of CWRU Bearing Data Set and Development of WeChat Mini Program Interface☆45Updated 3 years ago
- ☆9Updated 6 years ago
- 1D-CNN Vibration Signal Bearing Fault Diagnosis☆52Updated last year
- 齿轮故障诊断☆28Updated 5 years ago
- ☆10Updated 6 years ago
- start tests☆23Updated 6 years ago