Recurrent Plot on Multivariate Time Series Windows for Transfer Learning–based RUL estimation
☆15Mar 28, 2022Updated 4 years ago
Alternatives and similar repositories for TransferLearning_RUL
Users that are interested in TransferLearning_RUL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Application of Transfer Learning for RUL Prediction☆31Apr 12, 2021Updated 5 years ago
- This repository contains parts of code for the publication "Ensembles of Probabilistic LSTM Predictors and Correctors for Bearing Prognos…☆12Jul 19, 2022Updated 3 years ago
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 years ago
- Comparison of various transfer learning models with the hybridization of an FCNN for battery RUL prediction☆47Jan 16, 2023Updated 3 years ago
- Code is final 4th year project showing how machine learning can be used to predict the remaining useful life of IGBTs with power systems.☆15Mar 19, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Apr 10, 2021Updated 5 years ago
- Remain useful life prediction of rolling bearing.☆59Oct 30, 2020Updated 5 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆103Aug 13, 2019Updated 6 years ago
- ☆12Aug 17, 2020Updated 5 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 7 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆33Mar 23, 2023Updated 3 years ago
- Remaining useful life prediction by Transformer-based Model☆57Aug 19, 2022Updated 3 years ago
- ☆64Jan 18, 2026Updated 5 months ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆55Jan 13, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆19Jun 20, 2022Updated 4 years ago
- In this Deep Neural Network has been used to predict the remaining useful life of Lithium Ion Battery.☆17Aug 5, 2021Updated 4 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆24Jan 7, 2023Updated 3 years ago
- Evolutionary Neural Architecture Search on Transformers for RUL Prediction☆52Apr 18, 2023Updated 3 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆219Apr 6, 2024Updated 2 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆29Oct 28, 2022Updated 3 years ago
- ☆12Jan 13, 2022Updated 4 years ago
- ☆23Sep 28, 2022Updated 3 years ago
- pytorch implementation of "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks" LSTM(https://arxiv.org/abs/1512.…☆22Nov 20, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆29Mar 4, 2025Updated last year
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆121Apr 11, 2023Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆49May 30, 2022Updated 4 years ago
- Data and code for the paper "Ultra-early prediction of lithium-ion battery performance using mechanism and data-driven fusion model"☆31Apr 20, 2023Updated 3 years ago
- Predicting Usable Lifetime of Lithium Ion Batteries☆26Mar 15, 2018Updated 8 years ago
- Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A …☆39Jul 20, 2023Updated 2 years ago
- to prediction the remain useful life of bearing based on 2012 PHM data☆323Jan 17, 2021Updated 5 years ago
- ☆17Aug 9, 2023Updated 2 years ago
- Matlab Predictive Maintenance Toolbox Introduction☆11Dec 7, 2022Updated 3 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.
- Meta Transfer Learning for Lake Temperature Prediction☆22Apr 22, 2021Updated 5 years ago
- RNN-flavored Ensembling to Predict Remaining Useful Life of Lithium-ion Batteries☆18Apr 25, 2022Updated 4 years ago
- ☆10Jun 27, 2022Updated 4 years ago
- few shot learning (MAML) for time series prediction☆13Apr 21, 2021Updated 5 years ago
- Remaining Useful Life prediction with a Deep Self-Supervised Learning Approach☆24Mar 14, 2026Updated 3 months ago
- Code for the paper "Breaking the black box barrier: predicting remaining useful life under uncertainty from raw images with interpretable…☆14Feb 26, 2025Updated last year
- ☆113Oct 26, 2022Updated 3 years ago