Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm

The use of renewable energy sources in energy distribution networks as distributed generation sources for dispersed and low consumption loads in remote areas such as remote villages and islands with low population can be a proper solution for reducing economic costs, reducing environmental pollution...

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Autores principales:	Mehrdad Ahmadi Kamarposhti, Ilhami Colak, Kei Eguchi
Formato:	article
Lenguaje:	EN
Publicado:	AIMS Press 2021
Materias:	micro-grid artificial bee colony algorithm energy management distributed generations pollution cost Biotechnology TP248.13-248.65 Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/6420b9fbd82d40e295f963e9aad753dd
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id	oai:doaj.org-article:6420b9fbd82d40e295f963e9aad753dd
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spelling	oai:doaj.org-article:6420b9fbd82d40e295f963e9aad753dd2021-11-23T02:08:46ZOptimal energy management of distributed generation in micro-grids using artificial bee colony algorithm10.3934/mbe.20213661551-0018https://doaj.org/article/6420b9fbd82d40e295f963e9aad753dd2021-08-01T00:00:00Zhttps://www.aimspress.com/article/doi/10.3934/mbe.2021366?viewType=HTMLhttps://doaj.org/toc/1551-0018The use of renewable energy sources in energy distribution networks as distributed generation sources for dispersed and low consumption loads in remote areas such as remote villages and islands with low population can be a proper solution for reducing economic costs, reducing environmental pollutions and increasing energy efficiency. The purpose of this paper is optimal operation management of micro-grids by considering the existing capacities in the electricity market. In fact the microgrid operator, which is responsible for the safe operation of the network, should consider a process for planning in the network that takes into account all benefits of micro-grid's components. In other words, enough reliability for generation resources in these networks should be created in order to reduce costs and environmental pollution from energy production. In this paper, the artificial bee colony (ABC) algorithm has been used to minimize the costs and environmental pollutions by providing the optimal production power of distributed generation.Mehrdad Ahmadi Kamarposhti Ilhami ColakKei EguchiAIMS Pressarticlemicro-gridartificial bee colony algorithmenergy managementdistributed generationspollutioncostBiotechnologyTP248.13-248.65MathematicsQA1-939ENMathematical Biosciences and Engineering, Vol 18, Iss 6, Pp 7402-7418 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	micro-grid artificial bee colony algorithm energy management distributed generations pollution cost Biotechnology TP248.13-248.65 Mathematics QA1-939
spellingShingle	micro-grid artificial bee colony algorithm energy management distributed generations pollution cost Biotechnology TP248.13-248.65 Mathematics QA1-939 Mehrdad Ahmadi Kamarposhti Ilhami Colak Kei Eguchi Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
description	The use of renewable energy sources in energy distribution networks as distributed generation sources for dispersed and low consumption loads in remote areas such as remote villages and islands with low population can be a proper solution for reducing economic costs, reducing environmental pollutions and increasing energy efficiency. The purpose of this paper is optimal operation management of micro-grids by considering the existing capacities in the electricity market. In fact the microgrid operator, which is responsible for the safe operation of the network, should consider a process for planning in the network that takes into account all benefits of micro-grid's components. In other words, enough reliability for generation resources in these networks should be created in order to reduce costs and environmental pollution from energy production. In this paper, the artificial bee colony (ABC) algorithm has been used to minimize the costs and environmental pollutions by providing the optimal production power of distributed generation.
format	article
author	Mehrdad Ahmadi Kamarposhti Ilhami Colak Kei Eguchi
author_facet	Mehrdad Ahmadi Kamarposhti Ilhami Colak Kei Eguchi
author_sort	Mehrdad Ahmadi Kamarposhti
title	Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
title_short	Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
title_full	Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
title_fullStr	Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
title_full_unstemmed	Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
title_sort	optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm
publisher	AIMS Press
publishDate	2021
url	https://doaj.org/article/6420b9fbd82d40e295f963e9aad753dd
work_keys_str_mv	AT mehrdadahmadikamarposhti optimalenergymanagementofdistributedgenerationinmicrogridsusingartificialbeecolonyalgorithm AT ilhamicolak optimalenergymanagementofdistributedgenerationinmicrogridsusingartificialbeecolonyalgorithm AT keieguchi optimalenergymanagementofdistributedgenerationinmicrogridsusingartificialbeecolonyalgorithm
_version_	1718417377895383040

Optimal energy management of distributed generation in micro-grids using artificial bee colony algorithm

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