Мақаланы E-mail арқылы жіберу Overview of simulation modeling capabilities for optimizing seaport operations in AnyLogic: a development algorithm
- Авторлар: Shevchenko A.M.1
-
Мекемелер:
- Admiral G.I. Nevelsky Maritime State University
- Шығарылым: Том 12, № 2 (2025)
- Беттер: 82-97
- Бөлім: COMPUTER MODELING AND DESIGN AUTOMATION SYSTEMS
- URL: https://ogarev-online.ru/2313-223X/article/view/309721
- DOI: https://doi.org/10.33693/2313-223X-2025-12-2-82-97
- EDN: https://elibrary.ru/QSQYPQ
- ID: 309721
Дәйексөз келтіру
Ашық рұқсат
Рұқсат берілді
Тек жазылушылар үшін
Аннотация
The relevance of the research is due to the need to increase the efficiency and competitiveness of seaports in the context of constantly growing volumes of cargo transportation, as well as the need to develop effective tools for analyzing and optimizing complex processes occurring in the port infrastructure. This article presents the process of developing a simulation model of a seaport using AnyLogic software. The aim of the work is to create a tool for analyzing and optimizing various aspects of the port's operation, including ship handling, loading and unloading operations, warehouse management and traffic flows. The key elements of the model are described, such as agents (ships, cranes, loaders, transport), the logic of their interaction, and parameters that affect system performance. The possibility of using the developed model for making informed management decisions aimed at increasing efficiency and optimizing the operation of the seaport is shown.
Негізгі сөздер
Толық мәтін
##article.viewOnOriginalSite##Авторлар туралы
Anastasia Shevchenko
Admiral G.I. Nevelsky Maritime State University
Хат алмасуға жауапты Автор.
Email: anastasiya2100@bk.ru
SPIN-код: 6698-2474
postgraduate student
Ресей, VladivostokӘдебиет тізімі
- Akopov A.S. Simulation modeling. Textbook and workshop for academic bachelor's degree. Lyubertsy: Yurait, 2016. 389 p.
- Bocharov E.P., Aleksentseva O.N. Simulation of economic process. Textbook. Saratov: Saratov Socio-Economic Institute (branch) of the Plekhanov Russian University of Economics, 2014. 160 p.
- Bulygina O.V., Yemelyanov A.A., Yemelyanova N.Z. Simulation modeling in economics and management. Textbook. Moscow: Infra-M, 2017. 447 p.
- Vyunenko L.F., Mikhailov M.V., Pervozvanskaya T.N. Simulation modeling. Textbook and workshop for academic undergraduate studies. Lyubertsy: Yurait, 2016. 283 p.
- Devyatkov V.V., Polovnikov V.A., Devyatkov V.V. Simulation modeling. Textbook. Moscow: COURSE; Infra-M, 2013. 368 p.
- Karpov Yu. Simulation modeling of systems. Introduction to modeling with AnyLogic. St. Petersburg: BHV, 2009. 400 c.
- Kobelev N.B., Devyatkov V.V., Polovnikov V.A. Simulation modeling. Textbook. Moscow: Infra-M, 2016. 448 p.
- Korablev Yu.A. Simulation modeling (for bachelors). Moscow: KnoRus, 2018. 59 p.
- Lychkina N.N. Simulation modeling of economic processes. Textbook. Moscow: Infra-M, 2012. 254 p.
- Muravyov D.S. The use of simulation modeling to assess the processing capacity of seaports and substantiate the need for the construction of a “dry” port. Modern Problems of the Russian Transport Complex. 2013. No. 4. Pp. 66–72. (In Rus.)
- Prokofieva T.A. Logistic infrastructure of international transport corridors: A cluster approach to management. The World of Transport. 2015. Vol. 9. No. 1. Pp. 50–57. (In Rus.)
- Rybin P.K., Yershikov N.V., Komovkina N.S., Putilina D.V. Analysis of the structure of train and wagon flows arriving at the Russian ports of the Gulf of Finland. Proceedings of Petersburg Transport University. 2018. No. 3. Pp. 478–486. (In Rus.)
Қосымша файлдар
Қосымша файлдар
Әрекет
1.
JATS XML
2.
Fig. 1. General view of the developed model
Жүктеу (141KB)
3.
Fig. 2. Buttons for viewing the corresponding areas of the model
Жүктеу (37KB)
4.
Fig. 3. Switching to the appropriate viewing area
Жүктеу (121KB)
5.
Fig. 4. Creation of parameters of the seaport model
Жүктеу (419KB)
6.
Fig. 5. The «Simulation» tab
Жүктеу (93KB)
7.
Fig. 6. Model variables
Жүктеу (215KB)
8.
Fig. 7. Variable controls
Жүктеу (367KB)
9.
Fig. 8. “Library – Agent type» tabs”
Жүктеу (35KB)
10.
Fig. 9. The application for the vessel
Жүктеу (163KB)
11.
Fig. 10. The logical variable "is_full"
Жүктеу (49KB)
12.
Fig. 11. Application- cargo
Жүктеу (13KB)
13.
Fig. 12. Loader resource
Жүктеу (16KB)
14.
Fig. 13. ResourcePool
Жүктеу (188KB)
15.
Fig. 14. Marking of the space for moving vessels
Жүктеу (236KB)
16.
Fig. 15. Marking of the space for moving goods
Жүктеу (213KB)
17.
Fig. 16. The attractors
Жүктеу (222KB)
18.
Fig. 17. Service variables
Жүктеу (33KB)
19.
Fig. 18. Setting the color visualization to display the values of variables
Жүктеу (132KB)
20.
Fig. 19. Text fields
Жүктеу (74KB)
21.
Fig. 20. Setting up text fields
Жүктеу (173KB)
22.
Fig. 21. Adding taps
Жүктеу (129KB)
23.
Fig. 22. Setting the dependence of crane properties on model parameters
Жүктеу (403KB)
24.
Fig. 23. Creating elements for collecting statistics
Жүктеу (61KB)
25.
Fig. 24. Process diagram of the model
Жүктеу (225KB)
26.
Fig. 25. Settings of the Source parameter in the model
Жүктеу (273KB)
27.
Fig. 26. Settings of the moveTo parameter in the model
Жүктеу (198KB)
28.
Fig. 27. Model blocks
Жүктеу (16KB)
29.
Fig. 28. Setting conditions for the ship's movement to the unloading point
Жүктеу (81KB)
30.
Fig. 29. The process of fulfilling the conditions for checking the occupancy of unloading points for a vessel
Жүктеу (20KB)
31.
Fig. 30. Setting the Select Output parameter
Жүктеу (207KB)
32.
Fig. 31. Setting the time record for the start of waiting for the vessel
Жүктеу (50KB)
33.
Fig. 32. Setting up transmission to standby time statistics
Жүктеу (52KB)
34.
Fig. 33. Setting up the transfer to the statistics of the start of unloading
Жүктеу (50KB)
35.
Fig. 34. Setting the delay time as a vessel mooring
Жүктеу (35KB)
36.
Fig. 35. Setting up the Hold block
Жүктеу (58KB)
37.
Fig. 36. Setting up the Seize block
Жүктеу (193KB)
38.
Fig. 37. Description of the unloading process
Жүктеу (293KB)
39.
Fig. 38. Ship exit from the model
Жүктеу (12KB)
40.
Fig. 39. Parameter setting MoveByCrane
Жүктеу (210KB)
41.
Fig. 40. Configuring the Sync parameter
Жүктеу (126KB)
42.
Fig. 41. Setting the first timer
Жүктеу (99KB)
43.
Fig. 42. Setting the second timer
Жүктеу (100KB)
44.
Fig. 43. Loader usage statistics
Жүктеу (41KB)
45.
Fig. 44. Crane employment statistics
Жүктеу (38KB)
46.
queue for the loader
Жүктеу (7KB)
47.
end point
Жүктеу (6KB)
48.
the loader is released
Жүктеу (6KB)
49.
the cargo is destroyed
Жүктеу (6KB)
50.
two timers - time delays
Жүктеу (12KB)
