mubai011 / MQCCAF
Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing
☆29Updated 8 months ago
Alternatives and similar repositories for MQCCAF:
Users that are interested in MQCCAF are comparing it to the libraries listed below
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆26Updated 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☆33Updated last year
- A few shot learning repository for bearing fault diagnosis.☆76Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆27Updated 5 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆36Updated 6 months ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆43Updated 9 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 8 months ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆27Updated 8 months ago
- This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric…☆80Updated 2 weeks ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆51Updated 3 weeks ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆17Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆77Updated last month
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆50Updated 6 months ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆24Updated 7 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆16Updated 11 months ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆38Updated last year
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆34Updated last year
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆54Updated 3 years ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated 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☆26Updated 2 years ago
- Code sharing of fault diagnosis papers.☆47Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆34Updated 2 years ago
- 基于深度学习的机械故障诊断☆27Updated 11 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆24Updated 2 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆43Updated last year
- Using transformer to realize Bearing Fault Diagnosis☆59Updated last year
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆22Updated last year