AnguoCYF / SSGCLinks
SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks
☆21Updated last year
Alternatives and similar repositories for SSGC
Users that are interested in SSGC are comparing it to the libraries listed below
Sorting:
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Updated last year
- ☆12Updated 3 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Updated 2 years 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☆39Updated 2 years ago
- 一种用于复杂工况机械故障检测的GNN方法☆56Updated 2 years ago
- Benmarking for GNN-based RUL prediction☆47Updated last year
- Python code for TCTL method☆13Updated last year
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated 2 years ago
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Updated 2 years ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆35Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14Updated 8 months ago
- Code for paper being submitted☆14Updated 6 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆34Updated 2 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆17Updated last week
- ☆28Updated 4 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Updated 2 months ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 4 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Updated 11 months ago
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆24Updated 2 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Updated 11 months ago
- ☆16Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Updated last year
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆23Updated 2 years ago
- Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing☆49Updated last year
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆39Updated 3 years ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Updated last year
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆17Updated 10 months ago