GitHub topics: turbofan-engine

Repositories

realkd1/Nasa-Collection

This repository hosts a collection of interactive web applications that leverage NASA's public APIs and data. Explore innovative projects that showcase space exploration and science in engaging ways! 🌌🚀

Language: HTML - Size: 40 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

VedantModhave/Nasa-Turbofan-Anomaly-Dashboard

An interactive dashboard for analyzing the NASA Turbofan Engine dataset to detect anomalies and predict remaining useful life (RUL).

Language: Python - Size: 60.5 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 527 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 0

dantethemartian/turbofan

🛫 Turbofan engine SolidWorks model

Size: 3.72 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

dependable-cps/FDIA-PdM

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

Language: Python - Size: 10.9 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 40 - Forks: 22

dependable-cps/AdversarialAttack-PHM

Language: Python - Size: 9.78 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 12

insdout/Time-Series-Hybrid-Autoencoder

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

Language: Python - Size: 348 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 0

adam-aalah/Feature-clustering-and-XAI-for-RUL-estimation

Feature clustering and XIA for RUL estimation

Language: Jupyter Notebook - Size: 79.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

Aschen/understand-js-runtimes

List of different up-to-date (2021) resources about Javascript engines

Size: 85.9 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 86 - Forks: 10

farayal/memoria_turbofan

Repositorio de trabajo de memoria de titulación: Pronóstico de fallas para mantenimiento predictivo usando metodologías de aprendizaje profundo supervisado.

Language: Jupyter Notebook - Size: 5.56 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

mohyunho/N-CMAPSS_DL

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

Language: Jupyter Notebook - Size: 3.02 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 30 - Forks: 3

jiaxiang-cheng/PyTorch-Transformer-for-RUL-Prediction

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

Language: Python - Size: 11.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 92 - Forks: 25

Related Keywords

turbofan-engine 16 remaining-useful-life 7 predictive-maintenance 6 deep-learning 6 machine-learning 4 lstm 4 remaining-useful-life-prediction 4 rul-prediction 4 nasa 4 c-mapss 4 cmapss 3 python 3 prognostics 3 time-series 3 n-cmapss 3 cybersecurity 2 cnn 2 pytorch 2 gru 2 industry-4 2 r 1 phm 1 classifier-free-guidance 1 feature-clustering 1 explainable-ai 1 conditional-data-generation 1 variational-autoencoder 1 ddpm 1 vae 1 diffusion-models 1 triplet-loss 1 preventive-maintenance 1 latent-variable-models 1 latent-space 1 turbofan 1 propulsion 1 parametric-analysis 1 engine 1 cicd 1 multi-objective-optimization 1 extreme-learning-machine 1 evolutionary-algorithms 1 transformer 1 pytorch-implementation 1 prediction 1 new-cmapss 1 ncmapss 1 keras 1 jupyter-notebooks 1 convolutional-neural-networks 1 v8 1 performance 1 optimization 1 nodejs 1 just-in-time 1 javascript 1 ignition 1 xai 1 aerospace 1 node-red 1 ipynb-jupyter-notebook 1 digital-twin 1 anomaly-detection 1 synthetic-aperture-radar 1 sar 1 ruby 1 responsive 1 reactbootstrap 1 rails 1 nasa-image 1 nasa-collection 1 nasa-api 1 my-repo 1 free-api 1 flood 1 earthdata-search 1 earthdata 1 database 1 arset 1 time-series-forecasting 1 sensors 1 regression-models 1 phm-models 1 iot 1 industrial-iot 1 adversarial-machine-learning 1 adversarial-examples 1 adversarial-attacks 1 sensor-fusion 1 regression 1 predictive-analytics 1 neural-network 1 linear-regression 1 iot-sensors 1 iot-security 1 false-data-injection 1 cyber-physical-attacks 1 cyber-attack 1 solidworks 1 aerospace-engineering 1

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