https://github.com/gh4rib/Predictive-Maintenance-on-NASA-Turbofan-JetEngine

https://github.com/gh4rib/Predictive-Maintenance-on-NASA-Turbofan-JetEngine

catboost-classifier data-driven linear-regression machine-learning machine-learning-algorithms predictive-maintenance svm-classifier

Last synced: about 1 month ago
JSON representation

• Host: GitHub
• URL: https://github.com/gh4rib/Predictive-Maintenance-on-NASA-Turbofan-JetEngine
• Owner: gharib-uk
• License: gpl-3.0
• Created: 2025-03-10T06:02:45.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-06-06T19:00:47.000Z (12 months ago)
• Last Synced: 2025-06-06T20:19:27.304Z (12 months ago)
• Topics: catboost-classifier, data-driven, linear-regression, machine-learning, machine-learning-algorithms, predictive-maintenance, svm-classifier
• Language: Jupyter Notebook
• Homepage:
• Size: 39.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Predictive Maintenance

- Data-driven predictive Maintenance with a focus on the NASA TurboFan JetEngine Dataset [link](https://data.nasa.gov/Aerospace/CMAPSS-Jet-Engine-Simulated-Data/ff5v-kuh6/about_data)

- My Bachelor's Degree final project with its Comprehensive report in Persian 

- Many ML/DL algorithms have been harnessed in this project with their performance on Raspberry Pi 4B and Google Colab PaaS

- The methods and techniques are thorough and contain EDA steps along with algorithms tuning steps