mubai011 / MQCCAF
Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing
☆16Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for MQCCAF
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆28Updated 2 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆30Updated 3 months ago
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆52Updated 3 weeks 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☆30Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆22Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆21Updated 5 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆16Updated 7 months ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆43Updated 3 months ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆40Updated 7 months ago
- A few shot learning repository for bearing fault diagnosis.☆60Updated last year
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆17Updated 11 months ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆35Updated 2 weeks ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆21Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆28Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆25Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆65Updated last year
- Code sharing of fault diagnosis papers.☆43Updated 10 months ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆17Updated 5 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆14Updated 8 months ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆22Updated 5 months ago
- 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☆25Updated 2 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆22Updated 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
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆30Updated 2 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆11Updated 7 months ago
- WT-planetary-gearbox-datasets☆50Updated 6 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆14Updated 5 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆39Updated last year
- ☆34Updated 2 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆13Updated last week