remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit
☆219Apr 6, 2024Updated 2 years ago
Alternatives and similar repositories for RUL_Prediction
Users that are interested in RUL_Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆55Nov 10, 2021Updated 4 years ago
- Remain useful life prediction of rolling bearing.☆59Oct 30, 2020Updated 5 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆323Jan 17, 2021Updated 5 years ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆174Mar 17, 2023Updated 3 years ago
- case study for remaining useful life estimation☆35Apr 15, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆154Jan 6, 2022Updated 4 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆29Mar 4, 2025Updated last year
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆307Oct 26, 2021Updated 4 years ago
- Using LSTM to predict bearings' remaining useful life☆52Apr 30, 2021Updated 5 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆49May 30, 2022Updated 4 years ago
- Remaining useful life prediction by Transformer-based Model☆57Aug 19, 2022Updated 3 years ago
- This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.☆218Jan 5, 2025Updated last year
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆33Mar 23, 2023Updated 3 years ago
- ☆17Apr 10, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆96Jun 19, 2023Updated 3 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆185Jul 5, 2021Updated 4 years ago
- RUL prediction for Turbofan Engine (CMAPSS dataset) using CNN☆141Nov 6, 2020Updated 5 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆63May 23, 2024Updated 2 years ago
- ☆19Jun 20, 2022Updated 4 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23May 9, 2022Updated 4 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆103Aug 13, 2019Updated 6 years ago
- Remaining Useful Life (RUL) prediction for Turbofan Engines☆29Nov 16, 2021Updated 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 …☆31Jul 7, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 7 years ago
- remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, con…☆26Apr 6, 2021Updated 5 years ago
- ☆76Jan 17, 2021Updated 5 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆42Apr 22, 2024Updated 2 years ago
- ☆64Jan 18, 2026Updated 5 months ago
- Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".☆87Dec 7, 2018Updated 7 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆24Mar 14, 2026Updated 3 months ago
- Deep learning in PHM,Deep learning in fault diagnosis,Deep learning in remaining useful life prediction☆487Mar 24, 2021Updated 5 years ago
- ☆109Jan 26, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries☆498May 30, 2024Updated 2 years ago
- A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks☆153Jan 28, 2024Updated 2 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…☆104Jul 5, 2021Updated 4 years ago
- Reamain Useful Life Prediction of Bearing☆13Nov 22, 2022Updated 3 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆122Apr 11, 2023Updated 3 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 years ago