HaoWenJohn / FTCCLLinks
This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insufficient Labels
☆16Updated last year
Alternatives and similar repositories for FTCCL
Users that are interested in FTCCL are comparing it to the libraries listed below
Sorting:
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆43Updated 9 months ago
- Code for paper being submitted☆14Updated 3 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- Python code for TCTL method☆12Updated last year
- ☆24Updated 2 years ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆16Updated 2 months ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Updated 10 months ago
- PDA场景下的旋转机械故障诊断,☆12Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆15Updated 6 months ago
- ☆12Updated 2 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated last year
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆45Updated 8 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆32Updated 8 months ago
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆14Updated 4 months ago
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 9 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆43Updated 2 years ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆20Updated 3 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☆36Updated 2 years ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆40Updated last year
- Variance discrepancy representation☆12Updated last year
- DMsrTTLN code☆18Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆13Updated 5 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆61Updated 8 months ago
- ☆20Updated 2 years ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆16Updated 9 months ago
- This repository contains the implementation of the model for bearing fault diagnosis,also includes five comparison models for performance…☆19Updated 7 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22Updated last year
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆38Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆45Updated 3 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆28Updated last year