Development of simulation models using AnyLogic
Journal Title: Modern Innovations, Systems and Technologies - Year 2023, Vol 3, Issue 4
Abstract
The purpose of the article is to implement simulation modeling using AnyLogic software. To achieve this goal, simulation modeling approaches were studied: system dynamics, discrete event and agent modeling, the AnyLogic tool and its capabilities. The scientific novelty of the work lies in the application of a set of modeling approaches (multi-approach modeling), industry libraries and optimization experiment offered by AnyLogic. As a result of the work, 2 systems were modeled: the bass diffusion model using elements of system dynamics and agent modeling; the airport model using industry libraries (discrete event modeling) and agent modeling. Visualizations of the system behavior in 2D and 3D, its analysis and optimization using experiments provided by this environment are demonstrated. The result of the work carried out was the conclusion that AnyLogic is a convenient unified system for simulation modeling by combining elements of different approaches and narrowly focused elements in its library, the use of which together allows you to describe the system as closely as possible, as well as the availability of additional tools for its analysis and optimization. Which is suitable for use in any organization, eliminating the need for the use of several narrowly focused tools.
Authors and Affiliations
E. V. Khrol, A. G. Uvarova, A. V. Kuzhelny
Keywords
Related Articles
- EP ID EP729379
- DOI 10.47813/2782-2818-2023-3-4-0119-0130
- Views 32
- Downloads 0
Analysis of models for image processing when implementing an object detection system on a railway track
With the development of the railway industry, informatization of society and the automation of many technological processes, it becomes possible to create an automatic control system, diagnostics and safety of locomotive...
Influence of raw properties on product quality
The purpose of this article is to study methods for determining and predicting the drapability of a fabric. Drapability is one of the main aesthetic properties of fabric that must be taken into account when designing fab...
Features of designing women’s dresses for older women
The article presents the results of a comprehensive study of industrial methods for designing plus size women's clothing for older women. Rational parameters of the basic design of a semi-adjacent silhouette women's dres...
Morphology of particles and X-ray spectral microanalysis of particles of ore material of ferromanganese ore from the Lena ore field of the Republic of Sakha (Yakutia) reduced in a hydrogen medium
The paper studies X-ray spectral microanalysis of particles of ore material of ferromanganese ore from the Lena ore field of the Republic of Sakha (Yakutia) reduced in a medium with hydrogen. The morphology of the partic...
Changes in the distances of the main working parts of modern carding machines and their analysis
The article discusses a method for increasing the productivity of a carding machine, aimed at increasing the speed modes of the main carding organs (receiving drum and main drums) and improving the quality of carding sur...