This application was one of the first as the criticality level can be seen as quiet low and the data can be generated using simulations. For this reason a Simulink simulation was created to generate the data for the model development but also to include the final Version of the model to perform in the loop tests.
The Data, generated in a simulation, was splitted in two parts. 80 flights for training and validation and 20 flights for testing later on.
The Cabin Pressure Controler ML model is supposed to controll the pressure within the cabine just like a normal cpc would do.
For the flight tests the cpc (GT) and the ml cpc (ML) are supposed to behave the same way as shown within the Figure.
This project is licensed under the MIT License. See the LICENSE file for details.