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...

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Bibliographic Details
Main Authors: G.P. Pavliuk, A.K. Abd Elraheem, V.A. Shikhin
Format: Article in Journal/Newspaper
Language:English
Russian
Published: LLC Center for Information and Legal Support for the Development of the Arctic 2020
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
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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
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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
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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