tianyushou / bearingRUL
Using LSTM to predict bearings' remaining useful life
☆47Updated 3 years ago
Alternatives and similar repositories for bearingRUL:
Users that are interested in bearingRUL are comparing it to the libraries listed below
- Remain useful life prediction of rolling bearing.☆52Updated 4 years ago
- 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
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆90Updated 5 years ago
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆44Updated 3 years ago
- ☆64Updated 4 years ago
- case study for remaining useful life estimation☆26Updated 9 months ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆49Updated 8 months ago
- ☆18Updated 2 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆51Updated last year
- Spark - Bearing RUL Predictions☆19Updated 7 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆59Updated last year
- ☆15Updated 3 years ago
- Reamain Useful Life Prediction of Bearing☆11Updated 2 years ago
- Remaining useful life prediction for turbofan engine data (C-MAPSS)☆32Updated 4 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆142Updated 9 months ago
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 2 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆35Updated last year
- ☆51Updated last year
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆33Updated last year
- Application of Transfer Learning for RUL Prediction☆25Updated 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…☆87Updated 3 years ago
- ☆32Updated 2 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
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆109Updated 4 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆94Updated last year
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆80Updated 6 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆23Updated last year
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆19Updated 3 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆139Updated 3 years ago