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February 19, 20260 citations

Application of operating systems for the combined development of ground vehicles and drones for cargo delivery based on artificial intelligence

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HIHalyna IvasykLviv Polytechnic National UniversityVVViktor VoitsehovskiyThe State Scientific Research Institute of Civil AviationSLSergiy Lytvynenko

Key Points

  • The research aims to enhance international cargo delivery efficiency by integrating ground vehicles and drones using AI.
  • Theoretical generalization and abstract-logical methods used for conceptual framework development.
  • Statistical analysis conducted to assess the effectiveness of combined delivery systems.
  • Expert assessments via Delphi method and predictive graph techniques for system interrelationship modeling.
  • Scenario modeling applied to identify optimal delivery combinations.
  • The operational systems management mechanism for combined vehicles and drones was successfully developed.
  • Efficiency of special cargo delivery was significantly enhanced through the combined use of drones and ground vehicles.
  • Optimal delivery options were identified through scenario modeling, demonstrating practical implications for service markets.

Abstract

The relevance of this study is determined by the need to improve the efficiency of international cargo delivery and the intellectualization of service markets. The methodological basis of the study consists of methods of theoretical generalization, abstract-logical method, statistical analysis, as well as a group of expert assessment methods, namely the Delphi method and the method of predictive graph with the formation of a system of interrelationships. A mechanism has been created for managing the operational systems of the combined development of ground vehicles and drones for cargo delivery based on artificial intelligence, as well as a mechanism for the combined use of ground vehicles and drones in the organization of cargo delivery. The efficiency of the delivery of groups of special cargoes using combinations of ground vehicles and drones has been assessed, which made it possible to prove the effectiveness of the proposed tools and determine the optimal options based on scenario modelling.

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Cite This Study

Ivasyk et al. (2026) studied this question.

synapsesocial.com/papers/6996a8b5ecb39a600b3efad8https://doi.org/10.1051/e3sconf/202669404017/pdf
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