tilman151 / rul-datasets
A collection of datasets for RUL estimation as Lightning Data Modules.
☆43Updated 9 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☆61Updated last year
- N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)☆85Updated last year
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆49Updated 9 months ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆57Updated 2 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆30Updated last year
- The code of DAST☆54Updated 2 years ago
- Remaining useful life prediction by Transformer-based Model☆46Updated 2 years ago
- Evolutionary Neural Architecture Search on Transformers for RUL Prediction☆44Updated last year
- ☆53Updated last year
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆36Updated 10 months ago
- ☆62Updated 4 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆97Updated last year
- Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks☆40Updated 2 years ago
- Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification☆24Updated last year
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆45Updated 3 years ago
- Code for: A probabilistic estimation of remaining useful life from censored time-to-event data (2024)☆11Updated this week
- case study for remaining useful life estimation☆29Updated 10 months ago
- Implementation of GCU-Transformer for RUL Prediction on CMAPSS☆35Updated last year
- Evolutionary Neural Architecture Search for Remaining Useful Life Prediction☆28Updated last year
- Remaining useful life prediction for N-CMAPSS dataset☆18Updated 3 years ago
- Benmarking for GNN-based RUL prediction☆22Updated 5 months ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆46Updated 3 years ago
- ☆19Updated 2 years ago
- ☆32Updated 2 years ago
- Remain useful life prediction of rolling bearing.☆54Updated 4 years ago
- Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo…☆22Updated 2 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.☆20Updated last week
- Application of Transfer Learning for RUL Prediction☆25Updated 3 years ago
- Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.☆38Updated 9 months ago
- Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions☆28Updated last week