xiaoyiming1999 / DG-for-RMFDLinks
Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Informatics journal
☆36Updated 7 months ago
Alternatives and similar repositories for DG-for-RMFD
Users that are interested in DG-for-RMFD are comparing it to the libraries listed below
Sorting:
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆43Updated 6 months ago
- Code for paper being submitted☆14Updated last month
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆31Updated 6 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆18Updated last month
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆22Updated last year
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆16Updated 7 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆23Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆59Updated 6 months ago
- Python code for TCTL method☆12Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆29Updated last year
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆22Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆35Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆12Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆41Updated 2 years ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆15Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆38Updated last year
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆13Updated 2 months ago
- ☆13Updated last year
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆88Updated 4 months ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 7 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆19Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆30Updated 2 years ago
- DMsrTTLN code☆18Updated last year
- ☆23Updated 2 years ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆14Updated 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☆35Updated 2 years ago
- 一种用于复杂工况机械故障检测的GNN方法☆47Updated 2 years ago