tianyushou / bearingRULLinks
Using LSTM to predict bearings' remaining useful life
☆48Updated 4 years ago
Alternatives and similar repositories for bearingRUL
Users that are interested in bearingRUL are comparing it to the libraries listed below
Sorting:
- Remain useful life prediction of rolling bearing.☆57Updated 4 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 3 years ago
- Remaining useful life prediction by Transformer-based Model☆52Updated 2 years ago
- case study for remaining useful life estimation☆32Updated last year
- ☆19Updated 3 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆95Updated 5 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆46Updated 3 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
- Reamain Useful Life Prediction of Bearing☆12Updated 2 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆56Updated last year
- Application of Transfer Learning for RUL Prediction☆27Updated 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 …☆28Updated 11 months ago
- ☆16Updated 4 years ago
- ☆67Updated 4 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆34Updated 5 years ago
- Spark - Bearing RUL Predictions☆19Updated 8 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆69Updated 2 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆167Updated last year
- ☆56Updated 2 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆38Updated 2 months ago
- ☆23Updated 4 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆116Updated 4 years ago
- Transfer Learning on RUL estimation☆14Updated 3 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆35Updated last year
- Real time tool wear monitoring method based on a TCN model for PHM-2010 Dataset.☆11Updated 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
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆101Updated 2 years ago
- ☆65Updated 4 years ago
- ☆34Updated 3 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆83Updated 6 years ago