akshatshah21 / RUL-PredictionView external linksLinks
☆14Oct 3, 2021Updated 4 years ago
Alternatives and similar repositories for RUL-Prediction
Users that are interested in RUL-Prediction are comparing it to the libraries listed below
Sorting:
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆52Nov 10, 2021Updated 4 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆15Apr 26, 2022Updated 3 years ago
- seanlau-flair / unsupervised-remaining-useful-life-prediction-for-bearings-with-virtual-health-index☆10Dec 8, 2022Updated 3 years ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆46May 30, 2022Updated 3 years ago
- Contains code to compare several health index construction methods using run-to-failure bearing dataset☆28Oct 28, 2022Updated 3 years ago
- A hackable implementation of GraphNets.☆13Apr 20, 2025Updated 9 months ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆13Jan 17, 2024Updated 2 years ago
- Multi-Objective Optimization of ELM for RUL Prediction☆15Jun 1, 2022Updated 3 years ago
- ☆66Nov 30, 2020Updated 5 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆21Sep 26, 2022Updated 3 years ago
- CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds☆29Jun 19, 2024Updated last year
- Remaining useful life prediction for N-CMAPSS dataset☆20Mar 11, 2022Updated 3 years ago
- Source code of the paper "A stacked DCNN to predict the RUL of a turbofan engine", third place ranked in the PHM21 data challenge.☆85Apr 2, 2023Updated 2 years ago
- Spark - Bearing RUL Predictions☆19Mar 28, 2017Updated 8 years ago
- Machinery data, made easy. Easily download and prepare common industrial datasets.☆23Feb 13, 2024Updated 2 years ago
- Companion repository for the paper "Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision"…☆27Jan 27, 2022Updated 4 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆20Feb 12, 2023Updated 3 years ago
- Rul prediction of lithium-ion batteries based on MMMe model,Details can be found in the paper “A MLP-Mixer and Mixture of Expert Model fo…☆25May 29, 2023Updated 2 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆100Aug 13, 2019Updated 6 years ago
- Unofficial PyTorch implementation of the paper "Variational encoding approach for interpretable assessment of remaining useful life estim…☆23May 9, 2022Updated 3 years ago
- Remain useful life prediction of rolling bearing.☆58Oct 30, 2020Updated 5 years ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 5 years ago
- Transformer-Based Diffusion Probabilistic Model to predict the Remaining Useful Life (RUL) of Lithium-ion batteries☆32Mar 5, 2025Updated 11 months ago
- Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).☆169Mar 17, 2023Updated 2 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆62Feb 18, 2023Updated 2 years ago
- Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent☆29Feb 5, 2024Updated 2 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆27Mar 4, 2025Updated 11 months ago
- ☆33Aug 24, 2023Updated 2 years ago
- Code for Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks☆30May 31, 2024Updated last year
- Benmarking for GNN-based RUL prediction☆48Oct 2, 2024Updated last year
- Application of Transfer Learning for RUL Prediction☆30Apr 12, 2021Updated 4 years ago
- rmarkdown-xaringan-slides☆11Jun 2, 2023Updated 2 years ago
- Master thesis - Fuel cell parameters identification and model classification☆10Dec 3, 2019Updated 6 years ago
- ☆11Dec 23, 2024Updated last year
- GLIN: Remaining useful life prediction based on fusion of global and local information (Transformer)☆33Oct 10, 2023Updated 2 years ago
- Code for the paper: "T-shape data and probabilistic remaining useful life prediction for Li-ion batteries using multiple non-crossing qua…☆10Aug 4, 2023Updated 2 years ago
- The MATLAB code of the local mean decomposition using empirical optimal envelope☆13Jan 6, 2022Updated 4 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆37Oct 9, 2023Updated 2 years ago
- remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN),…☆200Apr 6, 2024Updated last year