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jet-engine

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Gas models, combustion and gas turbine solver.

  • UpdatedMar 26, 2023
  • Python

This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS simulated sensor data.

  • UpdatedNov 17, 2023
  • Jupyter Notebook

Course notes for ME 3276 Propulsion taught at UConn

  • UpdatedMar 25, 2021
  • TeX

ImportWP Jet Engine Importer allows you to import into Custom Post Types, Taxonomies and Custom Fields generated with Jet Engine WordPress plugin.

  • UpdatedMay 22, 2024
  • PHP

• Predicted Remaining Useful Life (RUL) for turbofan jet engines using a Random Forest Classifier Model. • Performed Exploratory Data Analysis on NASA’s Dataset and analyzed feature correlation using Seaborn. • Applied hyperparameter optimization using Randomized Search CV and increased F1-Score to an overall 91.2%.

  • UpdatedMar 27, 2023
  • Jupyter Notebook

Summary of work from the DoE's USTR Gas Turbine Industrial Fellowship Program@swri

  • UpdatedJun 18, 2020

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