基于图神经网络的机械故障诊断
☆112Feb 27, 2024Updated 2 years ago
Alternatives and similar repositories for GNN_FD
Users that are interested in GNN_FD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆15Dec 30, 2021Updated 4 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆327Jan 31, 2023Updated 3 years ago
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆29May 9, 2022Updated 4 years ago
- ☆22Nov 23, 2022Updated 3 years ago
- 机械故障诊断公开数据集☆81Nov 29, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆212May 6, 2021Updated 5 years ago
- ☆37Nov 29, 2022Updated 3 years ago
- 基于注意力机制的少量样本故障诊断 pytorch☆291May 25, 2026Updated 4 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18May 12, 2026Updated 4 months ago
- ☆15Aug 2, 2025Updated last year
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 2021Updated 5 years ago
- ☆27Nov 21, 2022Updated 3 years ago
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆43Mar 27, 2023Updated 3 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆51Jan 12, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆13Sep 11, 2022Updated 4 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆63Dec 1, 2021Updated 4 years ago
- ☆30Apr 24, 2021Updated 5 years ago
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆25Dec 6, 2023Updated 2 years ago
- 基于深度学习的机械故障诊断☆41Feb 27, 2024Updated 2 years ago
- ☆47Apr 25, 2022Updated 4 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆116Mar 17, 2024Updated 2 years ago
- Fault Diagnosis of Wheeled Robot Based on Prior Knowledge and Spatial-temporal difference graph convolutional network☆45Apr 3, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆604Oct 10, 2024Updated last year
- 基于机器学习的机械故障诊断☆18Feb 27, 2024Updated 2 years ago
- 关于异常监测、故障诊断等等自己整理的代码☆37Nov 29, 2023Updated 2 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆113May 25, 2026Updated 4 months 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)☆72May 25, 2026Updated 4 months ago
- Code repository for Fault diagnosis of rotating machinery based on recurrent neural networks☆16Mar 15, 2022Updated 4 years ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆54Feb 26, 2025Updated last year
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆193Feb 16, 2025Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆35Oct 19, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆56Jul 6, 2022Updated 4 years ago
- ☆113Oct 26, 2022Updated 3 years ago
- Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))☆56Sep 20, 2021Updated 5 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆25Aug 13, 2026Updated last month
- 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。☆46Apr 18, 2023Updated 3 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆21Updated this week
- ☆34Aug 24, 2023Updated 3 years ago