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…☆13Jul 19, 2022Updated 4 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
- ☆17Apr 10, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆104Aug 13, 2019Updated 7 years ago
- Remain useful life prediction of rolling bearing.☆59Oct 30, 2020Updated 5 years ago
- The official pytorch implemention of our NeurIPS-2024 paper "Boosting Transferability and Discriminability for Time Series Domain Adaptat…☆15Apr 8, 2026Updated 4 months ago
- ☆12Aug 17, 2020Updated 6 years ago
- Finding lifetime a bearing using IOT data and Remaining Utility Life (RUL)☆17Jul 3, 2018Updated 8 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☆58Aug 19, 2022Updated 4 years ago
- ☆64Jan 18, 2026Updated 7 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 to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆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 5 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Feb 12, 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),…☆222Apr 6, 2024Updated 2 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
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆29Oct 28, 2022Updated 3 years ago
- ☆13Jan 13, 2022Updated 4 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
- 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.
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆50May 30, 2022Updated 4 years ago
- ☆23Sep 28, 2022Updated 3 years ago
- 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
- 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
- Official code for Cross-Domain Policy Adaptation by Capturing Representation Mismatch (ICML 2024)☆15Aug 15, 2025Updated last year
- Predicting Usable Lifetime of Lithium Ion Batteries☆26Mar 15, 2018Updated 8 years ago
- A Deep Neural Network based model to predict the Remaining Useful Life cycles of battery and on the basis of State of Health of the batte…☆17May 5, 2023Updated 3 years ago
- Remainin useful life prediction using Python.☆11Nov 27, 2019Updated 6 years ago
- A Foundation Model for Battery Discharge Capacity Degradation Forecasting☆24Jan 7, 2026Updated 7 months ago
- 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.
- Matlab Predictive Maintenance Toolbox Introduction☆11Dec 7, 2022Updated 3 years 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
- 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
- few shot learning (MAML) for time series prediction☆13Apr 21, 2021Updated 5 years ago
- [ICML 2023] Taxonomy-Structured Domain Adaptation☆12Oct 6, 2023Updated 2 years ago
- ☆113Oct 26, 2022Updated 3 years ago