A Neural Network to characterize faults in Pitot-Tubes (as a sort of digital twin).
use $ git clone https://github.com/FrostyNip/PitotTubeNeuralNetwork to clone this project on your machine
What each .jl file does:
FaultPredictor.jl
- Constructs and trains fault detection network
FaultNetworkTesting.jl
- tests network accuracy and plots some results
PressurePredictor.jl
- Constructs and trains pressure prediction network
PressureNetworkTesting.jl
- tests network accuracy and plots some results
PitotSystem.jl
- Combines networks, f16 model, and kalman filtering to create system described in project architecture
SIMSCALE_results_plotting.jl
- PLots some restuls from the CFD analysis