n3iii0 / LSTM-Lifetime-EstimationLinks
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
Alternatives and similar repositories for LSTM-Lifetime-Estimation
Users that are interested in LSTM-Lifetime-Estimation are comparing it to the libraries listed below
Sorting:
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆84Updated 6 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
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆41Updated 3 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆46Updated 3 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆31Updated 6 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆95Updated 6 years ago
- ☆51Updated 2 years ago
- Using LSTM to predict bearings' remaining useful life☆48Updated 4 years ago
- case study for remaining useful life estimation☆33Updated last year
- Remain useful life prediction of rolling bearing.☆58Updated 4 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆56Updated last year
- 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
- ☆19Updated 3 years ago
- Prediction of remaining useful life (RUL)☆17Updated 7 years ago
- Remaining useful life prediction by Transformer-based Model☆51Updated 3 years ago
- Reamain Useful Life Prediction of Bearing☆12Updated 2 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆167Updated last year
- Application of Transfer Learning for RUL Prediction☆28Updated 4 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆19Updated 3 years ago
- ☆56Updated 2 years ago
- Remaining Useful Life prediction of machinery using a novel data wrangling method and CNN-LSTM network for prediction☆26Updated 5 years ago
- ☆23Updated 3 years ago
- ☆10Updated 5 years ago
- ☆15Updated 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…☆93Updated 4 years ago
- ☆16Updated 4 years ago
- Spark - Bearing RUL Predictions☆19Updated 8 years ago
- ☆64Updated 4 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 Turbofan Engine (CMAPSS dataset) using CNN☆121Updated 4 years ago