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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LLC Center for Information and Legal Support for the Development of the Arctic
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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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1724689821965746176 |