/turbojet

PHM on turbojet data

Primary LanguagePythonMIT LicenseMIT

Prognostics Health Management on Turbofan Engine Data

CS230 Deep Learning project by Aditya Gulati and Jeetsagar Ghorai.

Description of src/TF-gui

Integrated PHM ui with training, test and data pipeline. The ui can be invoked using python PHM.py. The UI can be used to train models and test. This is the recommended method for training and inference.

Description of src/UKF-datagen

Generates the physics enhanced data using the Unscented Kalman Filter algorithm. To create the UKF enhanced data, run python UKFgen.py followed by python UKFdatamake.py.