liguge / EWSNet
Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch
☆73Updated 11 months ago
Alternatives and similar repositories for EWSNet:
Users that are interested in EWSNet are comparing it to the libraries listed below
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆53Updated last month
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- 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
- A few shot learning repository for bearing fault diagnosis.☆86Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆55Updated 8 months ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆21Updated last year
- ☆54Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- ☆42Updated 3 weeks ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆37Updated 2 years ago
- Transfer learning☆50Updated 3 years ago
- ☆33Updated 2 years ago
- ☆45Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆42Updated last year
- 基于深度学习的机械故障诊断☆31Updated last year
- Code sharing of fault diagnosis papers.☆47Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- code for DFAWnet☆33Updated last year
- The intelligent fault diagnosis methods of HNU IDG☆68Updated 2 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆52Updated 3 years ago
- WT-planetary-gearbox-datasets☆60Updated 11 months 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☆36Updated last year
- Deep discriminative transfer learning network for cross-machine fault diagnosis☆97Updated 4 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆40Updated last month
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆28Updated 11 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆45Updated last year
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆27Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆95Updated 3 months ago
- ☆22Updated 2 years ago