Junkun-Lu / RUL_Inception-AttentionLinks
Remaining useful life prediction by Transformer-based Model
☆54Updated 3 years ago
Alternatives and similar repositories for RUL_Inception-Attention
Users that are interested in RUL_Inception-Attention are comparing it to the libraries listed below
Sorting:
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Updated 2 years ago
- Remain useful life prediction of rolling bearing.☆58Updated 5 years ago
- case study for remaining useful life estimation☆34Updated last year
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46Updated 3 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆37Updated 2 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆83Updated 2 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆45Updated 9 months ago
- Remaining useful life prediction for N-CMAPSS dataset☆20Updated 3 years ago
- Using LSTM to predict bearings' remaining useful life☆50Updated 4 years ago
- Produce an example using LSTM to predict remaining useful life of machinery☆16Updated 2 years 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
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆51Updated 4 years ago
- ☆19Updated 3 years ago
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆100Updated 4 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆193Updated last year
- 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
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23Updated 3 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆29Updated last year
- ☆34Updated 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.☆27Updated 10 months ago
- Reamain Useful Life Prediction of Bearing☆13Updated 3 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆58Updated last year
- Recurrent Plot on Multivariate Time Series Windows for Transfer Learning–based RUL estimation☆14Updated 3 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
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆171Updated 4 years ago
- This is an official code of "Bi-LSTM based Two-Stream Network for Machine Remaining Useful Life Prediction"☆15Updated 2 years ago
- The code of DAST☆62Updated 3 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆38Updated last year
- ☆13Updated 5 months ago
- Application of Transfer Learning for RUL Prediction☆29Updated 4 years ago