19th International Conference on Smart Technologies (IEEE EUROCON), Lviv, Ukraine, 6 - 08 July 2021, pp.164-169
In this paper, we propose a hybrid system consisting of decision trees and neural networks to calculate the measurement faults of sensor readings and to predict the actual values in a flight test of a helicopter in production. We present the architecture of the models, and extensive test results.