RISK ASSESSMENT OF CONTROL AND DECISION-MAKING IN THE AIRCRAFT CONTROL SYSTEM
Beglan T. Kairat K. Karlygash A. Saule B. Arina D. Abai K. Aizhan B.
31 March 2023Little Lion Scientific
Journal of Theoretical and Applied Information Technology
2023#101Issue 62176 - 2187 pp.
The aim of the article is to develop a methodology for quantitative assessment of the risks of control and decision-making in the control system of complex objects using the example of aircraft. Manned and unmanned vehicles are considered as aircraft. The risk is presented in the work as a complex multifactorial qualitative phenomenon of a stochastic nature. For quantitative risk assessment, formal mathematical and simulation models are proposed. The process of control and decision making is studied as a complex stochastic-programmable system in the conditions of digital transformation of the internal and external environment. Under the external environment, the aviation industry is represented, and under the internal environment, the aviation enterprise. The quantitative level of control risks, conceptually and in practice, is proposed to be assessed by the digital maturity of the stages of the life cycle of control agents: design, production, and operation. The general approach and tasks of studying the processes of risk formation in the management of aircraft are presented systematically in three digital conceptual contexts. In the volume of the general context, the concept of the digital transformation of the aviation industry is explored. At the second conceptual level, the problem is considered on the example of an aviation enterprise. At the third system level, the most dynamically developing digital technologies in practice, such as Maintenance of aviation equipment and Components of robotics and sensors are explored. The unmanned aerial vehicle is presented as a robotic complex. In these structural and functional technologies of digital transformation, the most promising and significant digital components are Staff ; Models; Infrastructure and tools; Processes and Products; Data. The least secure system link in the exchange of information between an aircraft and the external environment is a radio channel, which is proposed to be replaced by VLC technology in the face of external cyber threats. The formalization of the process of quantitative assessment of the level of digital maturity of an aviation enterprise and the practiced control system in the study is based on a multi-approach methodology using sections of probability theory, mathematical statistics, simulation modeling, and the method of expert assessments.
Aviation Industry , Criterion Probability , Digital Transformation , Imitation Maturity Level , Technology Model
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Civil Aviation Academy, Almaty, Kazakhstan
D. Serikbayev East Kazakhstan Technical University, Ust-Kamenogorsk, Kazakhstan
University Turan, Almaty, Kazakhstan
Saint Petersburg Electrotechnical University LETI, Russian Federation
Civil Aviation Academy
D. Serikbayev East Kazakhstan Technical University
University Turan
Saint Petersburg Electrotechnical University LETI
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