The use of multi-agent systems for modeling technological processes

TL;DR

This paper explores the application of multi-agent systems in modeling complex technological processes, specifically thermal conductivity, demonstrating their effectiveness and consistency with classical theories.

Contribution

It introduces a methodology for developing deterministic multi-agent models to simulate nonlinear thermal processes in heterogeneous materials.

Findings

Models align well with classical thermal theories

Effective in representing nonlinear heat transfer

Applicable to heterogeneous materials with volumetric heat sources

Abstract

The article is devoted to the issues of using discrete simulation models for modeling some basic technological processes. In the scientific work, models in the form of multi-agent systems have been investigated, which allow us to consider a continuous environment as a set of interacting elements (agents), the behavior of which obeys local functions. The authors describe the basic techniques and general methodology for the development of deterministic agent-based models. The paper considers the use of multi-agent systems for modeling thermal conductivity, taking into account the nonlinearity of the process, in homogeneity of the material and the presence of volumetric heat sources of variable power in it. The obtained scientific results are in good agreement with the generally accepted classical approaches and do not contradict the provisions adopted in the theory of thermal phenomena.