tilman151 / rul-adaptLinks
A collection of unsupervised domain adaption algorithms for RUL estimation.
☆38Updated last year
Alternatives and similar repositories for rul-adapt
Users that are interested in rul-adapt are comparing it to the libraries listed below
Sorting:
- 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.☆27Updated 10 months ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆61Updated 2 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆37Updated 2 years ago
- Remaining useful life prediction by Transformer-based Model☆54Updated 3 years ago
- ☆65Updated 5 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆83Updated 2 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Updated 2 years ago
- ☆34Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46Updated 3 years ago
- case study for remaining useful life estimation☆34Updated last year
- Produce an example using LSTM to predict remaining useful life of machinery☆16Updated 2 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆39Updated last month
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23Updated 3 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆51Updated 4 years ago
- We have developed an innovative deep learning model, PSECNet, for the prediction of bearing Remaining Useful Life (RUL) on the IEEE 2012 …☆30Updated last year
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆52Updated 4 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆20Updated 3 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Updated 3 years ago
- Remain useful life prediction of rolling bearing.☆58Updated 5 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆58Updated last year
- Application of Transfer Learning for RUL Prediction☆29Updated 4 years ago
- ☆33Updated 2 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆29Updated last year
- Code for: RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings (…☆20Updated 2 months ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆22Updated 4 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆28Updated 3 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆24Updated 3 years ago
- Deep learning models (RNN & LSTM & WaveNet) for predicting the remaining useful life of rolling element bearings using time series health…☆24Updated 10 months ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆47Updated 9 months ago
- ☆13Updated last year