Yuliya Sikirda

Yuliya Sikirda is Associate Professor of Management, Economy, Law and Tourism Department at the Flight Academy of National Aviation University. Has graduated from the Flight Academy of National Aviation University (former State Flight Academy of Ukraine) in 2001, received a Master degree on specialty “Air Traffic Services” specialization “Air Traffic Control”. Has got a diploma of PhD in Technical Sciences on specialty “Automated Control Systems and Advanced Information Technologies” (2004). PhD thesis “Modelling of Decision Support System for an Air Traffic Controller in Flight Emergency Situations”, the thesis has defended in Kyiv Automation Institute. In 2006 has received an attestat of Associate Professor of Management and Economy Department. Since 2014 is the member of the specialized scientific council for the defense of dissertations for PhD in Technical Sciences on the specialty “Navigation and Motion Control”. The author and co-author of about 180 scientific works, including three manuscripts and more than 40 articles in specialized scientific publications, three copyright certificates on computer programs. Together with the scientific work has actively engaged in the methodological provision of the educational process, during the years of labor activity above 80 teaching and methodological works have been issued. Areas of scientific interests: increasing of the decision making efficiency by the human-operator of the Air Navigation System in flight emergencies; assessment of the influence of aviation enterprises’ internal and external management environment factors on the activity of the Socio-technical System’s operator. Teaching courses: “Introduction to the Specialty”, “Transport and Transport Infrastructure”, “Information Systems in Management”, “Methodology of Scientific Researches”, “Mathematical Modelling of Professional Tasks”.

Publications

Application of Computer Load Optimization Model in an Aircraft Load Planning Process
Yelyzaveta Sahun, Yuliya Sikirda, Oleksandr Tymochko. © 2025. 20 pages.
Success in the air freight sector is closely tied to the ability to consolidate freight shipments. The essence of the load planning algorithm consists of a predetermined...
Artificial Neural Network for Pre-Simulation Training of Air Traffic Controller
Tetiana Shmelova, Yuliya Sikirda, Togrul Rauf Oglu Jafarzade. © 2022. 25 pages.
In this chapter, the four layers neural network model for evaluating correctness and timeliness of decision making by the specialist of air traffic services during the...
Applications of Decision Support Systems in Aviation
Tetiana Shmelova, Yuliya Sikirda. © 2021. 17 pages.
In this chapter, the authors have made an analysis of the International Civil Aviation Organization (ICAO) documents on risk assessment and the impact of the social environment...
Machine Learning and Text Analysis in an Artificial Intelligent System for the Training of Air Traffic Controllers
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Vitaliy Lazorenko, Volodymyr Kharchenko. © 2021. 50 pages.
This chapter presents the application of new information technology in education for the training of air traffic controllers (ATCs). Machine learning, multi-criteria decision...
Models of Decision-Making Operators of Socio-Technical System
Tetiana Shmelova, Yuliya Sikirda. © 2021. 33 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The authors present models of decision making (DM) operators of STS, such as...
Analysis of Decision-Making of Operators in Socio-Technical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2021. 25 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The evolution of Human factor's models is presented (from 1972 to present...
Analysis of the Development Situation and Forecasting of Development of Emergency Situations in Socio-Technical Systems
Yuliya Sikirda, Tetiana Shmelova. © 2021. 25 pages.
In this chapter, socio-technical analysis of Air Navigation System (ANS) has hold in the result of which the heterogeneous factors of professional and non-professional activities...
Automated System for Monitoring and Diagnostics Pilot's Emotional State in Flight
Tetiana Shmelova, Yuliya Sikirda, Arnold Sterenharz. © 2021. 16 pages.
In this article, the system for monitoring of the emotional state changes of the air navigation system's human operator in the extreme situations, based on the using of the...
Applications of Decision Support Systems in Aviation
Tetiana Shmelova, Yuliya Sikirda. © 2021. 19 pages.
In this chapter, the authors have made an analysis of the International Civil Aviation Organization (ICAO) documents on risk assessment and the impact of the social environment...
Intelligent Automated System for Supporting the Collaborative Decision Making by Operators of the Air Navigation System During Flight Emergencies
Yuliya Sikirda, Mykola Kasatkin, Dmytro Tkachenko. © 2020. 25 pages.
This chapter researches pilot and air traffic controller collaborative decision making (CDM) during flight emergencies for maximum synchronization of operators' technological...
Artificial Intelligence for Evaluating the Mental Workload of Air Traffic Controllers
Tetiana Shmelova, Yuliya Sikirda. © 2020. 29 pages.
In this chapter, the authors propose the application of artificial intelligence (namely expert system and neural network) for estimating the mental workload of air traffic...
Cases on Modern Computer Systems in Aviation
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Dmytro Kucherov. © 2019. 488 pages.
Because trainees need to learn about the underlying technologies to use automation safely and efficiently, the development of automated aviation systems training is a growing...
Automated Systems in the Aviation and Aerospace Industries
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Dmytro Kucherov, Konstantin Dergachov. © 2019. 486 pages.
Air traffic controllers need advanced information and automated systems to provide a safe environment for everyone traveling by plane. One of the primary challenges in developing...
Artificial Neural Network for Pre-Simulation Training of Air Traffic Controller
Tetiana Shmelova, Yuliya Sikirda, Togrul Rauf Oglu Jafarzade. © 2019. 25 pages.
In this chapter, the four layers neural network model for evaluating correctness and timeliness of decision making by the specialist of air traffic services during the...
Machine Learning and Text Analysis in an Artificial Intelligent System for the Training of Air Traffic Controllers
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Vitaliy Lazorenko, Volodymyr Kharchenko. © 2019. 50 pages.
This chapter presents the application of new information technology in education for the training of air traffic controllers (ATCs). Machine learning, multi-criteria decision...
Applications of Decision-Support Systems in Sociotechnical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2019. 26 pages.
In this chapter, the authors present conceptual models of decision support systems (DSS) and Expert systems (ES) for Human-Operator (H-O) of Air Navigation System (ANS), such as...
Socio-Technical Decision Support in Air Navigation Systems: Emerging Research and Opportunities
Tetiana Shmelova, Yuliya Sikirda, Nina Rizun, Abdel-Badeeh M. Salem, Yury N. Kovalyov. © 2018. 305 pages.
The integration of technology into the aviation system planning has allowed for more stable, yet increasingly complex, models that enable better analysis techniques and new...
Analysis of Decision-Making of Operators in Socio-Technical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2018. 32 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The evolution of Human factor's models is presented (from 1972 to present...
Models of Decision-Making Operators of Socio-Technical System
Tetiana Shmelova, Yuliya Sikirda. © 2018. 43 pages.
In this chapter, the authors present Air Navigation System (ANS) as a Socio-technical System (STS). The authors present models of decision making (DM) operators of STS, such as...
Analysis of the Development Situation and Forecasting of Development of Emergency Situations in Socio-Technical Systems
Yuliya Sikirda, Tetiana Shmelova. © 2018. 32 pages.
In this chapter, socio-technical analysis of Air Navigation System (ANS) has hold in the result of which the heterogeneous factors of professional and non-professional activities...
Socionics and Sociometry Diagnosting of Air Navigation System's Operator
Yuliya Sikirda, Tetiana Shmelova. © 2018. 30 pages.
In this chapter, the authors have researched the operator behavioral activities in Air Navigation System (ANS) as a Socio-Technical System (STS). They have identified personality...
Applications of Decision-Support Systems in Sociotechnical Systems
Tetiana Shmelova, Yuliya Sikirda. © 2018. 33 pages.
In this chapter, the authors present conceptual models of decision support systems (DSS) and Expert systems (ES) for Human-Operator (H-O) of Air Navigation System (ANS), such as...