tilman151 / rul-datasets
A collection of datasets for RUL estimation as Lightning Data Modules.
☆47Updated 11 months ago
Alternatives and similar repositories for rul-datasets:
Users that are interested in rul-datasets are comparing it to the libraries listed below
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆67Updated last year
- ☆64Updated 4 years ago
- N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆89Updated 2 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆56Updated 2 years ago
- The code of DAST☆58Updated 2 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆27Updated 2 years ago
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆54Updated 11 months ago
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆40Updated 2 years ago
- Remaining useful life prediction by Transformer-based Model☆49Updated 2 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆31Updated 2 years ago
- ☆55Updated 2 years ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆38Updated 11 months ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆96Updated 2 years ago
- case study for remaining useful life estimation☆31Updated last year
- ☆34Updated 3 years ago
- Remain useful life prediction of rolling bearing.☆57Updated 4 years ago
- Evolutionary Neural Architecture Search on Transformers for RUL Prediction☆47Updated 2 years ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆36Updated 3 weeks ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆47Updated 3 years ago
- The implementation of Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction in PyTorch.☆34Updated last year
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆45Updated 3 years ago
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆27Updated 2 years ago
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 3 years ago
- TL-UESTC / Privacy-Preserving-Adaptive-Remaining-Useful-Life-Prediction-via-Source-Free-Domain-AdaptionThe implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆22Updated 2 months ago
- This project aims to propose a TCN-Based Bayesian neural nework that is used for remaining useful life prediction.☆21Updated 3 years ago
- Code for: A probabilistic estimation of remaining useful life from censored time-to-event data (2024)☆11Updated 2 months ago
- Application of Transfer Learning for RUL Prediction☆26Updated 4 years ago
- Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction☆24Updated 11 months ago
- Use GRU,LSTM,CNN to predict the RUL in C-MAPSS dataset☆24Updated last year
- ☆19Updated 2 years ago