KodeWorker / phm-rul-estimation
case study for remaining useful life estimation
☆26Updated 9 months ago
Alternatives and similar repositories for phm-rul-estimation:
Users that are interested in phm-rul-estimation are comparing it to the libraries listed below
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 2 years ago
- Remaining useful life prediction by Transformer-based Model☆46Updated 2 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆33Updated last year
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 2 years ago
- We have developed an innovative deep learning model, PSECNet, for the prediction of bearing Remaining Useful Life (RUL) on the IEEE 2012 …☆23Updated 6 months ago
- Reamain Useful Life Prediction of Bearing☆11Updated 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.☆19Updated 10 months ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆19Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆32Updated last year
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆51Updated last year
- Produce an example using LSTM to predict remaining useful life of machinery☆14Updated last year
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆35Updated last year
- Remain useful life prediction of rolling bearing.☆52Updated 4 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆20Updated 2 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆23Updated last year
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆59Updated last year
- ☆18Updated 2 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆49Updated 8 months ago
- ☆15Updated 3 years ago
- The project focuses on prediction of RUL (Remaining Useful Life) of aircraft engine. The acitivity is carried out in PyTorch frameowrk us…☆11Updated 3 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆44Updated 3 years ago
- This is an official code of "Bi-LSTM based Two-Stream Network for Machine Remaining Useful Life Prediction"☆14Updated last year
- ☆19Updated 4 years ago
- Using LSTM to predict bearings' remaining useful life☆47Updated 3 years ago
- ☆15Updated 2 years ago
- Application of Transfer Learning for RUL Prediction☆25Updated 3 years ago
- ☆11Updated 11 months ago
- Benmarking for GNN-based RUL prediction☆17Updated 3 months ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆22Updated 2 years ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆25Updated last year