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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Main Authors: G.P. Pavliuk, A.K. Abd Elraheem, V.A. Shikhin
Format: Article
Language:English
Published: LLC Center for Information and Legal Support for the Development of the Arctic 2020-04-01
Series:Российская Арктика
Subjects:
Online Access:http://en.russian-arctic.info/info/articles/electrical-energy/formulation-of-complex-optimization-problem-of-constructing-microgrids-in-the-arctic-enclave-based-o/
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spelling doaj-3b7f94c026084450bfdfa709ea317c6c2020-11-25T03:02:23ZengLLC Center for Information and Legal Support for the Development of the ArcticРоссийская Арктика2658-42552020-04-0188486010.24411/2658-4255-2020-00005Formulation of Complex Optimization Problem of Constructing Microgrids in the Arctic Enclave Based on Multi-Agent RepresentationG.P. Pavliuk0 A.K. Abd Elraheem1 V.A. Shikhin2National Research University «Moscow Power Engineering Institute», Moscow, RussiaNational Research University «Moscow Power Engineering Institute», Moscow, RussiaNational Research University «Moscow Power Engineering Institute», Moscow, RussiaIn 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. http://en.russian-arctic.info/info/articles/electrical-energy/formulation-of-complex-optimization-problem-of-constructing-microgrids-in-the-arctic-enclave-based-o/multi-agent systemmicrogridarctic enclavemicrogrid efficiency
collection DOAJ
language English
format Article
sources DOAJ
author G.P. Pavliuk
A.K. Abd Elraheem
V.A. Shikhin
spellingShingle 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
Российская Арктика
multi-agent system
microgrid
arctic enclave
microgrid efficiency
author_facet G.P. Pavliuk
A.K. Abd Elraheem
V.A. Shikhin
author_sort G.P. Pavliuk
title 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_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_sort formulation of complex optimization problem of constructing microgrids in the arctic enclave based on multi-agent representation
publisher LLC Center for Information and Legal Support for the Development of the Arctic
series Российская Арктика
issn 2658-4255
publishDate 2020-04-01
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.
topic multi-agent system
microgrid
arctic enclave
microgrid efficiency
url http://en.russian-arctic.info/info/articles/electrical-energy/formulation-of-complex-optimization-problem-of-constructing-microgrids-in-the-arctic-enclave-based-o/
work_keys_str_mv AT gppavliuk formulationofcomplexoptimizationproblemofconstructingmicrogridsinthearcticenclavebasedonmultiagentrepresentation
AT akabdelraheem formulationofcomplexoptimizationproblemofconstructingmicrogridsinthearcticenclavebasedonmultiagentrepresentation
AT vashikhin formulationofcomplexoptimizationproblemofconstructingmicrogridsinthearcticenclavebasedonmultiagentrepresentation
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