DABINB / CSST-NetLinks
This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial enhancement convolutional module (SConv) with channel shuffling and combined with vision transformer (CSST-Net).
☆18Updated last year
Alternatives and similar repositories for CSST-Net
Users that are interested in CSST-Net are comparing it to the libraries listed below
Sorting:
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆22Updated 10 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Updated 11 months ago
- ☆23Updated 8 months ago
- code for TII paper "Intelligent Mechanical Fault Diagnosis Using Multi-Sensor Fusion and Convolution Neural Network"☆39Updated 3 years ago
- ☆48Updated 10 months ago
- ☆36Updated 3 years ago
- Innovative bearing fault diagnosis using SST algorithm for time-frequency images. Accurately transform signals into efficient time-freque…☆22Updated 2 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Updated 11 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated 2 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆33Updated 11 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Updated 2 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆40Updated 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
- 基于深度学习的机械故障诊断☆38Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆31Updated last year
- 基于机器学习的机械故障诊断☆18Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆34Updated 2 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆41Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆56Updated 2 years ago
- Code sharing of fault diagnosis papers.☆57Updated 2 years ago
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Updated 9 months ago
- ☆22Updated 3 years ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated last year
- code for DFAWnet☆37Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Updated 9 months ago
- Capsule network for fault diagnosis (胶囊网络用于故障诊断)☆34Updated 2 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆24Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆50Updated last year
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆29Updated 4 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆33Updated 2 years ago