Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation
In this paper, an approach for multi-objective optimization for agent-based microgrid energy production is proposed. The approach represented in this paper is based on analyzing microgrid objects as distributed agents forming a multi-agent system (MAS), which gives the possibility to evaluate the ef...
Main Authors: | , , |
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Format: | Article in Journal/Newspaper |
Language: | English Russian |
Published: |
LLC Center for Information and Legal Support for the Development of the Arctic
2020
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Subjects: | |
Online Access: | https://doi.org/10.24411/2658-4255-2020-00005 https://doaj.org/article/3b7f94c026084450bfdfa709ea317c6c |
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author | G.P. Pavliuk A.K. Abd Elraheem V.A. Shikhin |
author_facet | G.P. Pavliuk A.K. Abd Elraheem V.A. Shikhin |
author_sort | G.P. Pavliuk |
collection | Unknown |
description | In this paper, an approach for multi-objective optimization for agent-based microgrid energy production is proposed. The approach represented in this paper is based on analyzing microgrid objects as distributed agents forming a multi-agent system (MAS), which gives the possibility to evaluate the efficiency of microgrid as a whole, as well as the functioning efficiency of each separate agent. The elaborated scheme also gives the possibility to formalize the process of integrating heterogeneous objective functions into certain combined criteria. The construction of the algorithm for evaluating the efficiency of the micro-energy system is carried out in relation to the example of designing a hybrid-generating and environmentally safe heat-electric supply system of the Arctic enclave. |
format | Article in Journal/Newspaper |
genre | Arctic |
genre_facet | Arctic |
geographic | Arctic |
geographic_facet | Arctic |
id | fttriple:oai:gotriple.eu:oai:doaj.org/article:3b7f94c026084450bfdfa709ea317c6c |
institution | Open Polar |
language | English Russian |
op_collection_id | fttriple |
op_doi | https://doi.org/10.24411/2658-4255-2020-00005 |
op_relation | doi:10.24411/2658-4255-2020-00005 2658-4255 https://doaj.org/article/3b7f94c026084450bfdfa709ea317c6c |
op_rights | undefined |
op_source | Российская Арктика, Vol 8, Iss 8, Pp 48-60 (2020) |
publishDate | 2020 |
publisher | LLC Center for Information and Legal Support for the Development of the Arctic |
record_format | openpolar |
spelling | fttriple:oai:gotriple.eu:oai:doaj.org/article:3b7f94c026084450bfdfa709ea317c6c 2025-01-16T20:16:33+00:00 Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation G.P. Pavliuk A.K. Abd Elraheem V.A. Shikhin 2020-04-01 https://doi.org/10.24411/2658-4255-2020-00005 https://doaj.org/article/3b7f94c026084450bfdfa709ea317c6c en ru eng rus LLC Center for Information and Legal Support for the Development of the Arctic doi:10.24411/2658-4255-2020-00005 2658-4255 https://doaj.org/article/3b7f94c026084450bfdfa709ea317c6c undefined Российская Арктика, Vol 8, Iss 8, Pp 48-60 (2020) multi-agent system microgrid arctic enclave microgrid efficiency envir manag Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2020 fttriple https://doi.org/10.24411/2658-4255-2020-00005 2023-01-22T18:14:08Z In this paper, an approach for multi-objective optimization for agent-based microgrid energy production is proposed. The approach represented in this paper is based on analyzing microgrid objects as distributed agents forming a multi-agent system (MAS), which gives the possibility to evaluate the efficiency of microgrid as a whole, as well as the functioning efficiency of each separate agent. The elaborated scheme also gives the possibility to formalize the process of integrating heterogeneous objective functions into certain combined criteria. The construction of the algorithm for evaluating the efficiency of the micro-energy system is carried out in relation to the example of designing a hybrid-generating and environmentally safe heat-electric supply system of the Arctic enclave. Article in Journal/Newspaper Arctic Unknown Arctic |
spellingShingle | multi-agent system microgrid arctic enclave microgrid efficiency envir manag G.P. Pavliuk A.K. Abd Elraheem V.A. Shikhin Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation |
title | Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation |
title_full | Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation |
title_fullStr | Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation |
title_full_unstemmed | Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation |
title_short | Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent Representation |
title_sort | formulation of complex optimization problem of constructing microgrids in the arctic enclave based on multi-agent representation |
topic | multi-agent system microgrid arctic enclave microgrid efficiency envir manag |
topic_facet | multi-agent system microgrid arctic enclave microgrid efficiency envir manag |
url | https://doi.org/10.24411/2658-4255-2020-00005 https://doaj.org/article/3b7f94c026084450bfdfa709ea317c6c |