Modelling and Data Analysis
2024. Vol. 14, no. 1, 89–102
doi:10.17759/mda.2024140106
ISSN: 2219-3758 / 2311-9454 (online)
Modelling of Pilot Activities when Piloting Aircraft
Abstract
The paper considers the representation of crew activities when piloting an aircraft using Markov chains, including modeling in regular and emergency situations, considering the experience of the crew. A method for assessing the level of pilot experience using a neural network and an algorithm for optimizing the probability matrices of transitions between model states are presented. Examples of modeling for an emergency situation are given, demonstrating the influence of the pilot's level of experience on the result.
General Information
Keywords: simulation modeling, flight model, Markov chains, neural network
Journal rubric: Data Analysis
Article type: scientific article
DOI: https://doi.org/10.17759/mda.2024140106
Received: 18.03.2024
Accepted:
For citation: Orishchenko V.A., Greshnikov I.I. Modelling of Pilot Activities when Piloting Aircraft. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2024. Vol. 14, no. 1, pp. 89–102. DOI: 10.17759/mda.2024140106. (In Russ., аbstr. in Engl.)
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