liguge / WIDAN
Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）
☆17Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for WIDAN
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆31Updated 4 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆25Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆25Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆17Updated 3 weeks ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆18Updated 5 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆14Updated 7 months ago
- ☆36Updated 2 months ago
- Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data☆41Updated 7 months ago
- 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☆32Updated last year
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆10Updated 7 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
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据，振动信号+声音信号)☆13Updated 3 months ago
- Code for paper: Scale-information fused correntropy representation for mechanical fault diagnosis under time-varying conditions☆10Updated 2 months ago
- 一种用于复杂工况机械故障检测的GNN方法☆39Updated last year
- Python code for TCTL method☆10Updated 5 months ago
- DMsrTTLN code☆15Updated 2 months ago
- ☆18Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆30Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆16Updated 7 months ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆23Updated 5 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆14Updated 8 months ago
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- code for DFAWnet☆30Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆17Updated 4 months ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆58Updated 10 months ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆64Updated 6 months ago
- ☆21Updated last year
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆15Updated last year
- Multiscale reduction clustering of vibration signals for unsupervised diagnosis of machine faults☆12Updated 3 months ago
- Code sharing of fault diagnosis papers.☆44Updated 10 months ago