tilman151 / DomainAdaption_PHM2020Links
Code and supplementary material for ICPHM2020
☆26Updated 5 years ago
Alternatives and similar repositories for DomainAdaption_PHM2020
Users that are interested in DomainAdaption_PHM2020 are comparing it to the libraries listed below
Sorting:
- Official implementation of https://arxiv.org/abs/1911.06256. Bayesian and frequentist deep learning models for remaining useful life (RUL…☆21Updated 5 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆19Updated 4 years ago
- A transfer learning model CoDats applied to fault diagnosis problem☆15Updated 4 years ago
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆26Updated 3 years ago
- TE data diagnosis using pytorch☆20Updated 6 years ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆26Updated 5 years ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆48Updated 3 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆36Updated last year
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆23Updated 2 years ago
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆16Updated 7 months ago
- ☆65Updated 4 years ago
- try out bearing fault diagnosis with semi-supervised vae☆39Updated 7 years ago
- TL-UESTC / Privacy-Preserving-Adaptive-Remaining-Useful-Life-Prediction-via-Source-Free-Domain-AdaptionThe implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆23Updated 3 months ago
- ☆22Updated 3 years ago
- A data loader class for the FEMTO-ST Ball Bearing Dataset☆10Updated 5 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆39Updated 2 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☆28Updated 3 years ago
- ☆22Updated last year
- ☆23Updated 2 years ago
- Open dataset in the field of mechanical fault diagnosis under variable speed conditions, providing benchmark for algorithm performance ev…☆27Updated last year
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆21Updated last year
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆46Updated 3 years ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆23Updated last year
- ☆16Updated last year
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆20Updated 2 years ago
- ☆16Updated 4 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆19Updated 2 years ago
- ☆22Updated 2 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 3 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆22Updated 2 years ago