mohamedr002 / Attention-based-Sequence-to-Sequence-for-RULLinks
Proposed ATS2S model for C-MAPSS dataset.
☆15Updated 3 years ago
Alternatives and similar repositories for Attention-based-Sequence-to-Sequence-for-RUL
Users that are interested in Attention-based-Sequence-to-Sequence-for-RUL are comparing it to the libraries listed below
Sorting:
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆22Updated 3 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
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆32Updated last year
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 3 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆31Updated 3 months ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆35Updated last year
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆22Updated 4 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆15Updated last year
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Updated 2 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆20Updated last year
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆25Updated last year
- ☆15Updated 2 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆26Updated 2 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆38Updated 2 months ago
- ☆34Updated 3 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆10Updated 2 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆32Updated 2 years ago
- Application of Transfer Learning for RUL Prediction☆27Updated 4 years ago
- This code is for paper "KDnet-RUL: A knowledge distillation framework to compress deep neural networks for machine remaining learning use…☆15Updated 2 years ago
- case study for remaining useful life estimation☆32Updated last year
- Benmarking for GNN-based RUL prediction☆31Updated 8 months ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆23Updated 2 years ago
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆16Updated 7 months ago
- ☆10Updated last year
- Transfer Learning on RUL estimation☆14Updated 3 years ago
- This is an official code of "Bi-LSTM based Two-Stream Network for Machine Remaining Useful Life Prediction"☆14Updated last year
- unofficial reproduction of: a transferable lithium-ion battery remaining useful life prediction method from cycle-consistency of degradat…☆20Updated last year
- We have developed an innovative deep learning model, PSECNet, for the prediction of bearing Remaining Useful Life (RUL) on the IEEE 2012 …☆28Updated 11 months ago
- Remaining useful life prediction by Transformer-based Model☆52Updated 2 years ago
- ☆16Updated 4 years ago