HazeDT / PHMGNNBenchmarkLinks
this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.
☆275Updated 2 years ago
Alternatives and similar repositories for PHMGNNBenchmark
Users that are interested in PHMGNNBenchmark 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…☆159Updated 4 years ago
- 智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）☆366Updated 2 months ago
- 分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。☆148Updated 11 months ago
- A transfer learning fault diagnosis repository covering popular algorithms☆250Updated 10 months 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…☆282Updated 2 weeks ago
- 基于注意力机制的少量样本故障诊断 pytorch☆227Updated last year
- to prediction the remain useful life of bearing based on 2012 PHM data☆288Updated 4 years ago
- Bearing fault diagnosis model based on MCNN-LSTM☆340Updated last year
- Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization☆433Updated 7 months ago
- 1DCNN Fault Detection（1DCNN的轴承故障诊断）☆163Updated 3 years ago
- This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning☆331Updated 2 years ago
- 基于图神经网络的机械故障诊断☆97Updated last year
- 一种轻量化故障诊断框架——LiConvFormer☆103Updated 5 months ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆251Updated 2 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆259Updated 3 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…☆13Updated 5 months ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆165Updated last year
- Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative …☆466Updated 3 years ago
- Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction☆445Updated 4 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。☆46Updated 2 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆114Updated 4 years ago
- The intelligent fault diagnosis of HNU IDG☆98Updated 2 years ago
- ☆86Updated 3 years ago
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆124Updated 2 months ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆151Updated 3 years ago
- A few shot learning repository for bearing fault diagnosis.☆88Updated last year
- ☆66Updated 4 years ago
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆58Updated 10 months ago
- Using transformer to realize Bearing Fault Diagnosis☆62Updated 2 years ago
- Awsome-Multi-modal-based PHM （基于多模态的故障诊断和预测）☆67Updated last month