ISSN: 2490-3477

E-ISSN: 2490-3485

TTTP

Traffic and Transport Theory and Practice

Journal for Traffic and Transport Research and Application

Vol. 5 No. 1 (2020): TTTP - APEIRON

Boris Ribaric, Dragan Vasiljevic, JulianaVasiljevic

Flying an Unmanned Aerial Vehicle: Key Factors for Risk Management

Original scientific paper

DOI: 10.7251/JTTTP2001010R

Abstract

Only theoretical training of drone operators is not sufficient for safe integration and use of drone aircraft both in controlled and uncontrolled air space.

Based on research and analysis of incidents caused by the use of drone aircraft during 2018. The glob- al level can conclude that most of the incidents have been performed because of unskilled handling of drones, even though the persons who managed them were theoretically trained and possessed of drone management licenses.

Purpose – for the purpose of mitigation of the risk of adverse effects of human and material resources in the work, the analysis of the Drone management.

Design/methodology/approach – decision on which of the  following  key  factors  for  risk  assess- ment achieves the greatest impact on the safe handling of drone aircraft has been carried out by using the methods of analytical hierarchical processes, i.e. “fuzzy”Expanded AHP method based on”fuzzy”triangular numbers.

Findings – Based on the results of the research, it concludes that the alternative – “a terrorist and prac- tical training for the safe handling of drone aircraft” is essential for the safe handling of drone aircraft in the second place The ranked alternative “the need for knowledge and skills of sports pilots” in third place is the ranked alternative “only practical training is needed,” in the fourth place the alternative is “only theoretical training is needed” and the fifth match is a ranked alternative “is not Theoretical or practical training. “

Practical Implications – established frames to increase the security of flying drones through an obliga- tory theoretical and practical training of drone operators.

Social Implications – reduced risks of occurrence of adverse effects on human and material resources.

Keywords : drone, controlled air space, control of air space, drone operator, risk factors.

Vol. 26 No. 2 (2023): JITA - APEIRON

Igor Shubinsky, Alexey Ozerov

Application of Artificial Intelligence Methods for the Prediction of Hazardous Failures

Original scientific paper

Abstract

The availability of real-time data on the state of railway facilities and the state-of-the art technologies for data collection and analysis allow transition to the fourth generation maintenance. It is based on the prediction of the facility functional safety and dependability and the risk-oriented facility management. The article describes an approach to assessing the risks of hazardous facility failures using the latest digital data processing methods. The implementation of this approach will help set maintenance objectives and contribute to the efficient use of resources and the reduction of railway facility managers’ expenditures.

Keywords: predictive analysis, maintenance, functional safety, Big Data, Data Science, risk indicators.

Vol. 5 No. 1 (2020): TTTP - APEIRON

Boris Ribaric, Dragan Vasiljevic, JulianaVasiljevic

Flying An Unmanned Aerial Vehicle: Key Factors For Risk Management

Original scientific paper

Abstract

Only theoretical training of drone operators is not sufficient for safe integration and use of drone aircraft both in controlled and uncontrolled air space.

Based on research and analysis of incidents caused by the use of drone aircraft during 2018. The glob- al level can conclude that most of the incidents have been performed because of unskilled handling of drones, even though the persons who managed them were theoretically trained and possessed of drone management licenses.

Purpose – for the purpose of mitigation of the risk of adverse effects of human and material resources in the work, the analysis of the Drone management.

Design/methodology/approach – decision on which of the  following  key  factors  for  risk  assess- ment achieves the greatest impact on the safe handling of drone aircraft has been carried out by using the methods of analytical hierarchical processes, i.e. “fuzzy”Expanded AHP method based on”fuzzy”triangular numbers.

Findings – Based on the results of the research, it concludes that the alternative – “a terrorist and prac- tical training for the safe handling of drone aircraft” is essential for the safe handling of drone aircraft in the second place The ranked alternative “the need for knowledge and skills of sports pilots” in third place is the ranked alternative “only practical training is needed,” in the fourth place the alternative is “only theoretical training is needed” and the fifth match is a ranked alternative “is not Theoretical or practical training. “

Practical Implications – established frames to increase the security of flying drones through an obliga- tory theoretical and practical training of drone operators.

Social Implications – reduced risks of occurrence of adverse effects on human and material resources.

Keywords : Drone, Controlled Air Space, Control Of Air Space, Drone Operator, Risk Factors.