n-cmapss

Here are 6 public repositories matching this topic...

mohyunho / N-CMAPSS_DL

N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

machine-learning deep-learning predictive-maintenance remaining-useful-life c-mapss prognostics turbofan-engine rul-prediction cmapss remaining-useful-life-prediction n-cmapss new-cmapss ncmapss

Updated Apr 13, 2023
Jupyter Notebook

Ocramnaig94 / digital-twin-for-aircraft-engine-maintenance

Star

A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful life

python deep-learning node-red lstm predictive-maintenance digital-twin ipynb-jupyter-notebook turbofan-engine n-cmapss

Updated Feb 9, 2025
Jupyter Notebook

mohyunho / MOO_ELM

Star

Multi-Objective Optimization of ELM for RUL Prediction

machine-learning deep-learning evolutionary-algorithms multi-objective-optimization extreme-learning-machine predictive-maintenance c-mapss prognostics turbofan-engine rul-prediction remaining-useful-life-prediction n-cmapss

Updated Jun 1, 2022
Python

tavish-bits / livetwin

Star

Benchmark protocol and identifiability-preserving synchronization for hybrid digital twins

uncertainty-quantification kalman-filter digital-twin prognostics n-cmapss

Updated Jul 13, 2026
Python

mehdibenabi / Remaining-Useful-Life-Anomaly-Detection-using-NASA-Large-scale-Dataset

Star

A self supervised TCN Transformer backbone with Sparse Variational Gaussian Process heads for joint turbofan prognostics and diagnostics.

transformers unsupervised-learning hybrid-model supervised-machine-learning nasa-dataset self-supervised-learning pytorch-implementation sparse-gaussian-processes temporal-convolutional-networks n-cmapss

Updated Oct 9, 2026
Jupyter Notebook

yusufkorkmazyigit / aero-rul

Star

Remaining useful life prediction for turbofan engines on NASA N-CMAPSS, with calibrated conformal uncertainty intervals, engine-wise evaluation and a reproducible CLI.

aviation python machine-learning time-series aerospace hyperparameter-optimization lightgbm hyperparameter-tuning predictive-maintenance remaining-useful-life conformal-prediction explainable-ai prognostics phm turbofan-engine turbofan n-cmapss

Updated Oct 28, 2026
Python

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