this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.
☆327Jan 31, 2023Updated 3 years ago
Alternatives and similar repositories for PHMGNNBenchmark
Users that are interested in PHMGNNBenchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Condit…☆210May 6, 2021Updated 5 years ago
- This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和…☆460Jul 29, 2026Updated last month
- 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☆42May 10, 2023Updated 3 years ago
- 基于图神经网络的机械故障诊断☆112Feb 27, 2024Updated 2 years ago
- 一种用于复杂工况机械故障检测的GNN方法☆60Aug 18, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆26May 26, 2024Updated 2 years ago
- 智能故障诊断和寿命 预测期刊(Journals of Intelligent Fault Diagnosis and Remaining Useful Life)☆488Updated this week
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆123Apr 27, 2025Updated last year
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆774Nov 20, 2021Updated 4 years ago
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆541Mar 1, 2022Updated 4 years ago
- 一种轻量化故障诊断框架——LiConvFormer☆168Dec 24, 2024Updated last year
- This is the code for WaveletKernelNet.☆145Oct 10, 2024Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 5 years ago
- 一种数字孪生辅助的高度不平衡故障诊断新框架☆115Mar 17, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆600Oct 10, 2024Updated last year
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆113May 25, 2026Updated 3 months ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆137Jul 13, 2020Updated 6 years ago
- case study for remaining useful life estimation☆35Apr 15, 2024Updated 2 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
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆51May 25, 2026Updated 3 months ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆486Mar 24, 2021Updated 5 years ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 基于注意力机制的少量样本故障诊断 pytorch☆292May 25, 2026Updated 3 months ago
- A transfer learning fault diagnosis repository covering popular algorithms☆369Aug 6, 2024Updated 2 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆285Dec 8, 2022Updated 3 years ago
- Fault Diagnosis of Wheeled Robot Based on Prior Knowledge and Spatial-temporal difference graph convolutional network☆45Apr 3, 2023Updated 3 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- A few shot learning repository for bearing fault diagnosis.☆118Aug 3, 2023Updated 3 years ago
- ☆68Nov 30, 2020Updated 5 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆326Jan 17, 2021Updated 5 years ago
- Benmarking for GNN-based RUL prediction☆58Oct 2, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆30Apr 24, 2021Updated 5 years ago
- Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)☆1,214Apr 9, 2026Updated 4 months ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆34Oct 12, 2023Updated 2 years ago
- The code of DAST☆65Nov 3, 2022Updated 3 years ago
- This is a benckmark for domain generalization-based fault diagnosis (基于领域泛化的相关代码)☆152Dec 13, 2024Updated last year
- This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.☆104Jun 9, 2022Updated 4 years ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.(30余个开源故障…☆171Jun 24, 2025Updated last year