Polimi-YuYue / MSIFT
Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data
☆43Updated 9 months ago
Alternatives and similar repositories for MSIFT:
Users that are interested in MSIFT are comparing it to the libraries listed below
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆35Updated 6 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆38Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆15Updated 10 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆27Updated 4 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆25Updated last year
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆15Updated 9 months ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆17Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆24Updated 7 months ago
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆24Updated 2 months ago
- 基于机器学习的机械故障诊断☆16Updated 10 months ago
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆34Updated 2 years ago
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research（实验室自采轴承开源数据集，包含稳定转速和时变转速）☆48Updated this week
- 一种用于复杂工况机 械故障检测的GNN方法☆43Updated 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
- ☆18Updated 2 years ago
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆9Updated last year
- ☆22Updated last year
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆48Updated 3 years ago
- ☆25Updated 3 years 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)☆50Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆68Updated 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
- ☆31Updated 2 years ago
- ☆45Updated 2 years ago
- ☆21Updated 2 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆30Updated last month