mache102 / ma1dcnn-pytorch
PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis" by Wang et al.
☆22Updated 11 months ago
Related projects: ⓘ
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆27Updated last year
- 基于深度学习的机械故障诊断☆21Updated 6 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆56Updated 4 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☆31Updated last year
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆24Updated 2 years ago
- ☆29Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆35Updated last year
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆17Updated last year
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆14Updated 8 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆28Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆32Updated last month
- ☆19Updated last year
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆28Updated 11 months ago
- Code sharing of fault diagnosis papers.☆42Updated 8 months ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆32Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆24Updated last year
- A few shot learning repository for bearing fault diagnosis.☆55Updated last year
- ☆25Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆26Updated 2 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆18Updated last year
- ☆30Updated 2 weeks ago
- ☆19Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆26Updated 2 years ago
- code for DFAWnet☆28Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆17Updated last year
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆40Updated 5 months 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)☆43Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆36Updated last year
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆15Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆45Updated 3 years ago