viralpandey / rul_using_CNN_LSTM
Predict remaining useful life of a machine from it's historical data using CNN and LSTM
☆30Updated 5 years ago
Alternatives and similar repositories for rul_using_CNN_LSTM:
Users that are interested in rul_using_CNN_LSTM are comparing it to the libraries listed below
- RUL Nasa Turbofan Dataset (paper)☆26Updated 4 years ago
- Application of Transfer Learning for RUL Prediction☆26Updated 3 years ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆81Updated 6 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆50Updated 10 months ago
- Predicting the Remaining Useful Life (RUL) of simulated turbofan data using Keras and LSTM.☆37Updated 6 years ago
- Remaining Useful Life (NASA CMAPS Dataset)☆44Updated 5 years ago
- ☆53Updated last year
- Spark - Bearing RUL Predictions☆19Updated 7 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆33Updated 5 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆56Updated 2 years ago
- ☆62Updated 4 years ago
- Using LSTM to predict Remaining Useful Life of CMAPSS Dataset☆85Updated 6 years ago
- ☆19Updated 2 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆92Updated 5 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆45Updated 3 years ago
- Using LSTM to predict bearings' remaining useful life☆47Updated 3 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆27Updated last year
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆20Updated 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
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆40Updated 2 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆30Updated last year
- This LSTM is used to predict the rest useful lifetime of ball-bearings. Its programmed with Pytorch and uses the PRONOSTIA Dataset.☆20Updated 5 years ago
- Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural n…☆29Updated 3 years ago
- ☆50Updated 2 years ago
- Reamain Useful Life Prediction of Bearing☆12Updated 2 years ago
- Similarity matching based remaining useful life estimation☆29Updated 6 years ago
- ☆10Updated 4 years ago
- given run to failure measurements of various sensors on a sample of similar jet engines, estimate the remaining useful life (RUL) of a ne…☆62Updated 5 years ago
- Remain useful life prediction of rolling bearing.☆55Updated 4 years ago