Application of queuing theory in the organization of bulk cargo transshipment at a container terminal
https://doi.org/10.21821/2309-5180-2025-17-4-493-501
EDN: CLEZQY
Abstract
The study evaluates the effectiveness of integrating specialized transshipment equipment for handling railway rolling stock in the rear area of the marine terminal and during the loading of bulk cargo into the technological chains for processing large-capacity containers. It is noted that the problem requires a comparative assessment of operational characteristics and preliminary calculations of the performance of loading and unloading machines at the cargo fronts where they are employed. The technological process for handling fertilizers in large-capacity containers is proposed to be considered as two subsystems differing in work rhythm: ensuring transfer of cargo between the railway and the accumulation warehouse, as well as delivery for loading by internal terminal transport. To develop proposals for the optimal use of the selected type of transshipment equipment at the work fronts, a comparative analysis of the terminal’s “bottlenecks,” identified in the presented mathematical model, can be performed. It is emphasized that the proposed technology for handling bulk cargo at a sea container terminal differs from the traditional scheme for handling large-capacity containers in that the container is used only at the stage of fertilizer delivery to the ship. After the container is emptied, it must be transported through the terminal warehouse to the packing point at the manufacturing plant. Since the two processing subsystems identified in the course of the study at the marine fertilizer terminal in bulk containers require the creation of a different number of service channels for cargo flows, this case provides a classic example of solving a problem of a multi-channel queuing system with waiting, in order to calculate the number of unloading, loading, and reloading positions at each identified work front. The paper concludes that the reliability of assessing the capabilities of the terminal’s transshipment equipment will make it possible to organize a queuing system without waiting, i. e., with a given service intensity.
About the Authors
O. A. IzotovRussian Federation
Izotov, Oleg A. — Dr. of Technical Sciences, associate professor.
5/7 Dvinskaya Str., St. Petersburg, 198035
N. S. Polubotko
Russian Federation
Polubotko Nikita C. — postgraduate student.
5/7 Dvinskaya Str., St. Petersburg, 198035
E. E. Marushkina
Russian Federation
Marushkina, Ekaterina E. — 2nd category engineer-technologist of SPKB LLC, expert Admiral Makarov State University of Maritime and Inland Shipping
5/7 Dvinskaya Str., St. Petersburg, 198035
References
1. Izotov, O. A. and N. S. Polubotko. “Justification of the possibility of processing containerized bulk cargoes at a marine terminal.” Vestnik gosudarstvennogo universiteta morskogo i rechnogo flota im. admirala S. O. Makarova 17.2 (2025): 208–215. DOI: 10.21821/2309-5180-2025-17-2-208-215.
2. Kuznetsov, A. L., A. V. Kirichenko and A. D. Semenov. “Evaluating lead-time in complex supply chains by simulation technique.” Vestnik gosudarstvennogo universiteta morskogo i rechnogo flota im. admirala S. O. Makarova 13.3 (2021): 372–383. DOI: 10.21821/2309-5180-2021-13-3-372-383.
3. Zhendareva, E. S. “Methodical features of the transport process of evaluating the effectiveness of delivery of non-metallic construction materials.” Nauchnye problemy transporta Sibiri i Dal’nego Vostoka 1 (2012): 122–125.
4. Izotov, Oleg A. “Modeling of bulk container handling schemes at the marine terminal.” Vestnik Gosudarstvennogo universiteta morskogo i rechnogo flota imeni admirala S. O. Makarova 17.3 (2025): 331–339. DOI: 10.21821/2309-5180-2025-17-3-331-339.
5. Zimin, A. V. “Agility increase of enterprise management by modern methods of mathematical modelling and data visualisation.” Bulletin Of The South Ural State University. Series: Computer Technologies, Automatic Control, Radio Electronics 15.1 (2015): 69–74.
6. Zabnenkov, V. S. “Kontseptual’nyy podkhod k sozdaniyu logisticheskogo tsentra v punktakh vzaimodeystviya zheleznodorozhnogo i vodnogo transporta.” Rechnoy transport (XXI vek) 6(54) (2011): 64–69.
7. Shibzukhov, T. A., K. D. Savel’eva, N. L. Galieva and A. V. Erichev. “Warehouse logistics: history, structure, problems and solutions.” Ekonomika i sotsium 6–2(85) (2021): 660–669. DOI: 10.46566/2225-1545_2021_2_85_660.
8. Vetrova, E. N. and G. S. Azirov. “Methodological approaches to the localization of industrial production at the present stage.” Nauchnyy zhurnal NIU ITMO. Seriya: Ekonomika i ekologicheskiy menedzhment 1 (2023): 3–12. DOI: 10.17586/2310-1172-2023-16-1-3-12.
9. Kalent’eva, Yu. N. “Problema primeneniya sistemnogo podkhoda i sistemnogo analiza v prinyatii upravlencheskikh resheniy.” Ekonomika, upravlenie, finansy: materialy IX Mezhdunarodnoy nauchnoy konferentsii, Sankt-Peterburg, 20–23 oktyabrya 2018 goda. Sankt-Peterburg: Svoe izdatel’stvo, 2018: 44–46.
10. Balashova, I. V. and T. A. Tereschenko. “Decision support systems.” The Scientific Heritage 79–4(79) (2021): 3–7. DOI: 10.24412/9215-0365-2021-79-4-3-7.
Review
For citations:
Izotov O.A., Polubotko N.S., Marushkina E.E. Application of queuing theory in the organization of bulk cargo transshipment at a container terminal. Vestnik Gosudarstvennogo universiteta morskogo i rechnogo flota imeni admirala S. O. Makarova. 2025;17(4):493-501. (In Russ.) https://doi.org/10.21821/2309-5180-2025-17-4-493-501. EDN: CLEZQY