Junkun-Lu / RUL_Inception-AttentionLinks
Remaining useful life prediction by Transformer-based Model
☆52Updated 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)☆31Updated last year
- case study for remaining useful life estimation☆34Updated last year
- Remain useful life prediction of rolling bearing.☆58Updated 4 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆42Updated 3 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆70Updated 2 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆19Updated 3 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆37Updated last year
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆49Updated 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 …☆31Updated last year
- Produce an example using LSTM to predict remaining useful life of machinery☆16Updated last year
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆40Updated 5 months ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆58Updated 2 years ago
- ☆33Updated 3 years ago
- Using LSTM to predict bearings' remaining useful life☆49Updated 4 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.☆25Updated 7 months ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆26Updated last year
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆96Updated 4 years ago
- Reamain Useful Life Prediction of Bearing☆13Updated 2 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23Updated 3 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆173Updated last year
- ☆19Updated 3 years ago
- This is an official code of "Bi-LSTM based Two-Stream Network for Machine Remaining Useful Life Prediction"☆14Updated last year
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Updated 2 years ago
- Application of Transfer Learning for RUL Prediction☆28Updated 4 years ago
- The code of DAST☆60Updated 2 years ago
- Transfer Learning on 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
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆11Updated 2 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆124Updated 4 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆56Updated last year