liguge / MIXCNN_pytorch
A fault diagnosis method for rotating machinery based on CNN with mixed information
☆22Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MIXCNN_pytorch
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆14Updated 5 months ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆39Updated 7 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆27Updated 2 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆37Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆30Updated 3 months ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆14Updated 8 months ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆31Updated last year
- 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☆30Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆30Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆27Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆35Updated 4 months ago
- ☆34Updated 2 months ago
- ☆21Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆25Updated last year
- ☆23Updated 3 years ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆12Updated 7 months ago
- ☆18Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆22Updated 5 months ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆17Updated 5 months ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆9Updated 7 months ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆21Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆53Updated 2 years ago
- Code sharing of fault diagnosis papers.☆43Updated 10 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆39Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆62Updated 5 months ago
- ☆18Updated last year
- multi-source domain graph convolution networks (Fault and Abnormal Vibration Diagnosis)☆11Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆60Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆31Updated last year