GuoHaoren / Implementation-of-GCU-Transformer-for-RUL-Prediction-on-CMAPSSLinks
Implementation of GCU-Transformer for RUL Prediction on CMAPSS
☆37Updated 4 months ago
Alternatives and similar repositories for Implementation-of-GCU-Transformer-for-RUL-Prediction-on-CMAPSS
Users that are interested in Implementation-of-GCU-Transformer-for-RUL-Prediction-on-CMAPSS are comparing it to the libraries listed below
Sorting:
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆31Updated last year
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆26Updated last year
- Remaining useful life prediction by Transformer-based Model☆51Updated 3 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆69Updated 2 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 5 months ago
- ☆33Updated 3 years ago
- case study for remaining useful life estimation☆33Updated last year
- Produce an example using LSTM to predict remaining useful life of machinery☆16Updated last year
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23Updated 3 years ago
- We have developed an innovative deep learning model, PSECNet, for the prediction of bearing Remaining Useful Life (RUL) on the IEEE 2012 …☆29Updated last year
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆35Updated last year
- The code of DAST☆60Updated 2 years ago
- Benmarking for GNN-based RUL prediction☆34Updated 10 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆31Updated 5 months ago
- Application of Transfer Learning for RUL Prediction☆28Updated 4 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆57Updated 2 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Updated 2 years ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆22Updated 4 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆19Updated 3 years ago
- ☆64Updated 4 years ago
- Remain useful life prediction of rolling bearing.☆58Updated 4 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆56Updated last year
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆103Updated 2 years ago
- foryichuanqi / ADVEI-Paper-2024.3-Degradation-path-approximation-for-remaining-useful-life-estimationRemaining useful life prediction. Degradation path approximation (DPA) is a highly easy-to-understand and brand-new solution way for data…☆13Updated last year
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆19Updated 9 months ago
- Transfer Learning on RUL estimation☆14Updated 3 years ago
- Proposed ATS2S model for C-MAPSS dataset.☆16Updated 3 years ago
- Code for: A probabilistic estimation of remaining useful life from censored time-to-event data (2024)☆14Updated last week
- ☆19Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 3 years ago