Hybrid simulation modeling of ecological state of a mining region using a multi-agent approach

One of the key strategic objectives of the present day is the effective maintenance of ecological safety of natural resources and the increase in mineral production. Operating production facilities, especially in the mining industry, has an adverse effect on the ecological state of adjacent areas and in the whole region. In this connection, management should possess a tool of operational and readily interpretable evaluation of the impact exerted by industry on the environment. This study aims to enhance ecological monitoring efficiency in mining regions in long-term planning and production control. The study consisted in construction of a hybrid simulation model using an agent-oriented approach with some elements of system dynamics and discrete-event simulation. The resultant model enables dynamic assessment of atmospheric air condition in a mining region, as well as variation of pollution rate factors during the model run. The research results can be further on integrated in the processes of managerial decisionmaking on intensification of production in the mining industry.

Keywords: ecological modeling, agent-oriented approach, multi-agent modeling, geoinformation multi-agent system, atmospheric air pollution, ecological state assessment, hybrid simulation model.
For citation:

Deryabin S. A., Misineva E. V. Hybrid simulation modeling of ecological state of a mining region using a multi-agent approach. MIAB. Mining Inf. Anal. Bull. 2022;(4):169-181. [In Russ]. DOI: 10.25018/0236_1493_2022_4_0_169.

Acknowledgements:

The study was supported by the Russian Science Foundation, Project No. 19-17-00184.

Issue number: 4
Year: 2022
Page number: 169-181
ISBN: 0236-1493
UDK: 504.05:622:004
DOI: 10.25018/0236_1493_2022_4_0_169
Article receipt date: 24.11.2021
Date of review receipt: 21.12.2021
Date of the editorial board′s decision on the article′s publishing: 10.03.2022
About authors:

S.A. Deryabin1, Head of Laboratory, e-mail: deryabin.sa@misis.ru, ORCID ID: 0000-0003-3165-7032,
E.V. Misineva1, Student,
1 National University of Science and Technology «MISiS», 119049, Moscow, Russia.

 

For contacts:

S.A. Deryabin, e-mail: deryabin.sa@misis.ru.

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