Tan-Qiyu / GNN_FDLinks
基于图神经网络的机械故障诊断
☆105Updated last year
Alternatives and similar repositories for GNN_FD
Users that are interested in GNN_FD are comparing it to the libraries listed below
Sorting:
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆191Updated 4 years ago
- 采用一种包含加权水平可见图(WHVG)的图卷积网络(GCN),对采样的轴承震动时间序列数据分析,进行滚动轴承故障诊断。其中,对HVG中两节点的边,以节点距离的倒数作为权重进行加权,以削弱噪声节点对其他距离较远节点的影响。☆46Updated 2 years ago
- 机械故障诊断公开数据集☆71Updated 2 years ago
- Transfer learning☆62Updated 4 years ago
- The intelligent fault diagnosis methods of HNU IDG☆73Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Updated 4 years ago
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆96Updated 3 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆69Updated last year
- A few shot learning repository for bearing fault diagnosis.☆104Updated 2 years ago
- ☆47Updated 3 years ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆16Updated last month
- 一种用于复杂工况机械故障检测的GNN方法☆55Updated 2 years ago
- ☆36Updated 3 years ago
- Leveraging multiple deep learning models for fault diagnosis☆49Updated 3 weeks ago
- 基于机器学习的机械故障诊断☆18Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling (pytorch)☆46Updated 3 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆34Updated 2 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆101Updated 8 months ago
- ☆28Updated 4 years ago
- 基于深度学习的机械故障诊断☆38Updated last year
- WT-planetary-gearbox-datasets☆84Updated 3 months ago
- This is the code of paper "A Label Information Vector Generative Zero-shot Model for the Diagnosis of Compound Faults"☆16Updated 2 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆68Updated 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☆38Updated 2 years ago
- ☆109Updated 2 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆45Updated 3 years ago
- ☆113Updated 3 years ago
- ☆89Updated 3 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆144Updated last year
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆109Updated last year