M73ACat / ResNet-1D-DRSN-1D
A python program to build ResNet-1D model and DRSN-1D model in keras environment.
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ResNet-1D-DRSN-1D
- ☆92Updated 2 years ago
- Transfer learning☆47Updated 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☆34Updated 3 years ago
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆31Updated last year
- The intelligent fault diagnosis methods of HNU IDG☆62Updated 2 years ago
- ☆28Updated last year
- 基于图神经网络的机械故障诊断☆78Updated 8 months ago
- ☆91Updated last year
- Siamese network for bearing fault diagnosis☆84Updated 4 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 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
- ☆45Updated 2 years ago
- 采用一种包含加权水平可见图(WHVG)的图卷积网络(GCN),对采样的轴承震动时间序列数据分析,进行滚动轴承故障诊断。其中,对HVG中两节点的边,以节点距离的倒数作为权重进行加权,以削弱噪声节点对其他距离较远节点的影响。☆38Updated last year
- A few shot learning repository for bearing fault diagnosis.☆63Updated last year
- ☆48Updated 10 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆32Updated 2 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆132Updated 3 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆52Updated 2 years ago
- 机械故障诊断公开数据集☆36Updated 11 months ago
- Using transformer to realize Bearing Fault Diagnosis☆52Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆66Updated last year
- 深度残差收缩网络处理一维时域信号☆37Updated last year
- Capsule network for fault diagnosis (胶囊网络用于故障诊断)☆28Updated last year
- The intelligent fault diagnosis of HNU IDG☆77Updated 2 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆16Updated 10 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆39Updated last year
- ☆26Updated 3 years ago
- 基于可变形卷积和注意力机制的滚动轴承故障诊断☆42Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆48Updated 3 years ago
- 1DCNN Fault Detection(1DCNN的轴承故障诊断)☆132Updated 2 years ago