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 2 years ago
Alternatives and similar repositories for WHVG_GCN
Users that are interested in WHVG_GCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆29Apr 24, 2021Updated 4 years ago
- Code for thesis "Graph Dynamic Autoencoder for Fault Detection"☆18Jul 5, 2021Updated 4 years ago
- ☆47Apr 25, 2022Updated 3 years ago
- 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
- 这是一个首层卷积为宽卷积的深度神经网络Deep Convolutional Neural Networks with Wide First-layer Kernels (WDCNN)的实现，该模型具有优越的抗噪能力，可用于轴承的智能故障诊断。☆59Mar 26, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 基于迁移学习DANN模型，对不同工况轴承进行故障诊断☆61Jun 8, 2021Updated 4 years ago
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆198May 6, 2021Updated 4 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆136Jul 13, 2020Updated 5 years ago
- 基于可变形卷积和注意力机制的滚动轴承故障诊断☆50Jan 22, 2021Updated 5 years ago
- 1 提出了一种新的相似度损失(SimL)，用于增大类间差异同时减小类内差异；2 SimL+CE优化CNN；3 基于电信号诊断轴承故障☆15Jun 4, 2024Updated last year
- 基于小波时频图与 Swin Transformer 的轴承故障诊断方法☆55Jul 30, 2023Updated 2 years ago
- ☆22Nov 23, 2022Updated 3 years ago
- ☆14May 26, 2022Updated 3 years ago
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆33Sep 26, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆30Apr 30, 2021Updated 4 years ago
- wdcnn model for bearing fault diagnosis☆35Jan 18, 2020Updated 6 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆754Nov 20, 2021Updated 4 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
- 基于图神经网络的机械故障诊断☆110Feb 27, 2024Updated 2 years ago
- 1DCNN Fault Detection（1DCNN的轴承故障诊断）☆206Apr 21, 2022Updated 3 years ago
- ☆26Nov 21, 2022Updated 3 years ago
- Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics☆61Apr 14, 2022Updated 4 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 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆22Oct 10, 2025Updated 6 months ago
- Use Paderborn data and HIilbert theory to diagnosis the fault of rolling bear with MATLAB.☆23Jun 10, 2025Updated 10 months ago
- Transfer learning☆62Aug 13, 2021Updated 4 years ago
- A few shot learning repository for bearing fault diagnosis.☆108Aug 3, 2023Updated 2 years ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆53Jan 13, 2022Updated 4 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆40Jan 13, 2022Updated 4 years ago
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆97May 16, 2024Updated last year
- ☆14Aug 17, 2023Updated 2 years ago
- this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.☆322Jan 31, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the repository for the ManufacturingNet project.☆12May 30, 2024Updated last year
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆152Feb 28, 2025Updated last year
- 基于迁移学习的离心泵滚动轴承故障自动识别方法研究☆20May 29, 2020Updated 5 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆33Oct 12, 2023Updated 2 years ago
- A collection of Fault Diagnosis python codes☆10Mar 13, 2022Updated 4 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- Grad CAM for Text Classification☆17Sep 19, 2018Updated 7 years ago