CHAOZHAO-1 / MSDGN
[MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working conditions
☆11Updated 11 months ago
Alternatives and similar repositories for MSDGN:
Users that are interested in MSDGN are comparing it to the libraries listed below
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆17Updated 11 months ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆18Updated 8 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆25Updated last month
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆32Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆39Updated 3 weeks ago
- DMsrTTLN code☆16Updated 6 months ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆21Updated last year
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- Code for paper: Scale-information fused correntropy representation for mechanical fault diagnosis under time-varying conditions☆13Updated 6 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆26Updated 10 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆50Updated 3 weeks ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆24Updated 9 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆18Updated 2 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆16Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆20Updated 9 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆29Updated 6 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆20Updated 10 months ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆17Updated last year
- ☆20Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆73Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆27Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆44Updated 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
- 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☆34Updated last year
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆39Updated 2 years ago