Polimi-YuYue / MSIFT
Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data
☆43Updated 10 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☆37Updated 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 for rotating machinery based on CNN with mixed information☆27Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆28Updated 5 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆39Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆17Updated 10 months ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated 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
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆19Updated 8 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆43Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆24Updated this week
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆32Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆34Updated 2 years ago
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- 基于机器学习的机械故障诊断☆16Updated 11 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆65Updated 9 months 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)☆50Updated last month
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" which published…☆30Updated 2 months ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆20Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆24Updated 8 months ago
- ☆24Updated 3 years ago
- ☆18Updated 2 years ago
- 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
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆70Updated last year
- ☆23Updated 2 years ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆10Updated 10 months ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆55Updated 3 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆24Updated 9 months ago