Development of a simulation model of transport enterprise operation when carrying various types of cargo along international routes

Authors

DOI:

https://doi.org/10.15587/1729-4061.2025.337913

Keywords:

transport enterprise, international transportation, simulation model, motor vehicle

Abstract

This study’s object is the process that organizes and plans the work of a transport enterprise when transporting general, dangerous, and oversized cargo along international roads.

The task addressed is the need to compile recommendations for determining the required number of personnel and the duration of rendering transport services depending on the type of cargo received for service.

A simulation model of the work of a transport enterprise when organizing international road transportation has been built and implemented in the GPSS World simulation modeling automation package. The model involves determining the duration of transport service and planning the personnel support for a transport enterprise according to the functional division of labor.

When building the model, the duration of the types of work provided by specialists of the transport enterprise when transporting general, dangerous, and oversized cargo was taken into account.

In addition, the model takes into account the probability of errors and delays at each stage of service. The average duration of the delay in the event of errors is also determined, which could make it possible to set additional time for engaging a separate specialist to eliminate them.

The application of the devised model in practice would allow owners of transport enterprises to organize business processes depending on the available type of rolling stock. It could also make it possible to determine the optimal number of specialists of various profiles required for organizing transport services for the customer.

At the same time, the duration of transport services for the delivery of various types of cargo will be reduced by 8–14% while the number of specialists of the transport enterprise – by 10–15%; in turn, the throughput will increase by 7–16%

Author Biographies

Ievgenii Lebid, National Transport University

PhD, Associate Professor

Department of Transport Law and Logistics

Nataliia Luzhanska, National Transport University

PhD, Associate Professor

Department of International Transportation and Customs Control

Iryna Lebid, National Transport University

PhD, Professor

Department of International Transportation and Customs Control

Alexander Mazurenko, Ukrainian State University of Science and Technologies

PhD, Associate Professor

Department of Transport Units

Inesa Halona, National Transport University

PhD, Associate Professor

Department of Transport Technology

Oleksii Tihov, Ukrainian State University of Science and Technologies

PhD Student

Department of Transport Units

References

  1. Łukasik, Z., Kuśmińska-Fijałkowska, A., Olszańska, S. (2021). The impact of the organisation of transport processes on the efficient use of a fleet of vehicles. Scientific Journal of Silesian University of Technology. Series Transport, 110, 87–95. https://doi.org/10.20858/sjsutst.2021.110.7
  2. Krzyżewska, I. (2021). Problems in the organisation of the transport process on the international market. Scientific Journal of Silesian University of Technology. Series Transport, 112, 113–123. https://doi.org/10.20858/sjsutst.2021.112.7.9
  3. Volobuyeva, T., Syrota, V., Mastepan, S., Mastepan, M. (2024). Formation of the conditions for the effective functioning of the transportation system of the road transport enterprise. Journal of Mechanical Engineering and Transport, 19 (1), 21–28. https://doi.org/10.31649/2413-4503-2024-19-1-21-28
  4. Owczarek, P., Brzeziński, M., Zelkowski, J. (2022). Evaluation of light commercial vehicles operation process in a transport company using the regression modelling method. Eksploatacja i Niezawodność – Maintenance and Reliability, 24 (3), 522–531. https://doi.org/10.17531/ein.2022.3.13
  5. Kanj, H., Kulaglic, A., Aly, W. H. F., Al-Tarawneh, M. A. B., Safi, K., Kanj, S., Flaus, J.-M. (2025). Agent-based risk analysis model for road transportation of dangerous goods. Results in Engineering, 25, 103944. https://doi.org/10.1016/j.rineng.2025.103944
  6. Kubasakova, I., Senko, S. (2020). Simulation of Goods Transport. Research and the Future of Telematics. Springer International Publishing, 296–305. https://doi.org/10.1007/978-3-030-59270-7_22
  7. Álvarez, P., Serrano-Hernandez, A., Lerga, I., Faulin, J. (2024). Optimizing freight delivery routes: The time-distance dilemma. Transportation Research Part A: Policy and Practice, 190, 104283. https://doi.org/10.1016/j.tra.2024.104283
  8. Tresca, G., Salem, H., Cavone, G., Zgaya-Biau, H., Ben-Othman, S., Hammadi, S., Dotoli, M. (2025). A Matheuristic Approach for Delivery Planning and Dynamic Vehicle Routing in Logistics 4.0. IEEE Transactions on Automation Science and Engineering, 22, 3345–3365. https://doi.org/10.1109/tase.2024.3393507
  9. Hrušovský, M., Demir, E., Jammernegg, W., Van Woensel, T. (2021). Real-time disruption management approach for intermodal freight transportation. Journal of Cleaner Production, 280, 124826. https://doi.org/10.1016/j.jclepro.2020.124826
  10. Popa, C. (2022). The analysis of freight forwarding services using the business process modelling tools. Scientific Bulletin of Naval Academy, XXV (2), 110–116. https://doi.org/10.21279/1454-864x-22-i2-011
  11. Vorkut, T., Volynets, L. (2024). Devising a method for assessing the efficiency in managing logistics operations of motor transport enterprises. Eastern-European Journal of Enterprise Technologies, 6 (3 (132)), 17–24. https://doi.org/10.15587/1729-4061.2024.317567
  12. Lebid, I., Luzhanska, N., Lebid, I., Mazurenko, A., Roi, M., Mykhailenko, I. et al. (2024). Construction of a simulation model of the work of a transport and forwarding enterprise in organizing multimodal cargo transportation. Eastern-European Journal of Enterprise Technologies, 6 (3 (132)), 6–16. https://doi.org/10.15587/1729-4061.2024.316568
  13. GPSS World Reference Manual (2001). Minuteman Software. Holly Springs NC, 305. Available at: https://athena.ecs.csus.edu/~mitchell/csc148/gpssW/Reference%20Manual/reference_manual.htm
  14. Lebid, I., Luzhanska, N., Lebid, I., Mazurenko, A., Halona, I., Horban, A. et al. (2023). Construction of a simulation model of goods delivery in international road transportation taking into account the functioning efficiency of logistics supply chain. Eastern-European Journal of Enterprise Technologies, 3 (3 (123)), 57–67. https://doi.org/10.15587/1729-4061.2023.280886
Development of a simulation model of transport enterprise operation when carrying various types of cargo along international routes

Downloads

Published

2025-08-30

How to Cite

Lebid, I., Luzhanska, N., Lebid, I., Mazurenko, A., Halona, I., & Tihov, O. (2025). Development of a simulation model of transport enterprise operation when carrying various types of cargo along international routes. Eastern-European Journal of Enterprise Technologies, 4(3 (136), 25–39. https://doi.org/10.15587/1729-4061.2025.337913

Issue

Section

Control processes