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Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation
The incessantly growing demand for electricity in today’s world claims an efficient and reliable system of energy supply. Distributed energy resources such as diesel generators, wind energy and solar energy can be combined within a microgrid to provide energy to the consumers in a sustainable manner...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6375580/ https://www.ncbi.nlm.nih.gov/pubmed/30763331 http://dx.doi.org/10.1371/journal.pone.0211642 |
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author | Sufyan, Muhammad Abd Rahim, Nasrudin Tan, ChiaKwang Muhammad, Munir Azam Sheikh Raihan, Siti Rohani |
author_facet | Sufyan, Muhammad Abd Rahim, Nasrudin Tan, ChiaKwang Muhammad, Munir Azam Sheikh Raihan, Siti Rohani |
author_sort | Sufyan, Muhammad |
collection | PubMed |
description | The incessantly growing demand for electricity in today’s world claims an efficient and reliable system of energy supply. Distributed energy resources such as diesel generators, wind energy and solar energy can be combined within a microgrid to provide energy to the consumers in a sustainable manner. In order to ensure more reliable and economical energy supply, battery storage system is integrated within the microgrid. In this article, operating cost of isolated microgrid is reduced by economic scheduling considering the optimal size of the battery. However, deep discharge shortens the lifetime of battery operation. Therefore, the real time battery operation cost is modeled considering the depth of discharge at each time interval. Moreover, the proposed economic scheduling with battery sizing is optimized using firefly algorithm (FA). The efficacy of FA is compared with other metaheuristic techniques in terms of performance measurement indices, which are cost of electricity and loss of power supply probability. The results show that the proposed technique reduces the cost of microgrid and attain optimal size of the battery. |
format | Online Article Text |
id | pubmed-6375580 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63755802019-03-01 Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation Sufyan, Muhammad Abd Rahim, Nasrudin Tan, ChiaKwang Muhammad, Munir Azam Sheikh Raihan, Siti Rohani PLoS One Research Article The incessantly growing demand for electricity in today’s world claims an efficient and reliable system of energy supply. Distributed energy resources such as diesel generators, wind energy and solar energy can be combined within a microgrid to provide energy to the consumers in a sustainable manner. In order to ensure more reliable and economical energy supply, battery storage system is integrated within the microgrid. In this article, operating cost of isolated microgrid is reduced by economic scheduling considering the optimal size of the battery. However, deep discharge shortens the lifetime of battery operation. Therefore, the real time battery operation cost is modeled considering the depth of discharge at each time interval. Moreover, the proposed economic scheduling with battery sizing is optimized using firefly algorithm (FA). The efficacy of FA is compared with other metaheuristic techniques in terms of performance measurement indices, which are cost of electricity and loss of power supply probability. The results show that the proposed technique reduces the cost of microgrid and attain optimal size of the battery. Public Library of Science 2019-02-14 /pmc/articles/PMC6375580/ /pubmed/30763331 http://dx.doi.org/10.1371/journal.pone.0211642 Text en © 2019 Sufyan et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Sufyan, Muhammad Abd Rahim, Nasrudin Tan, ChiaKwang Muhammad, Munir Azam Sheikh Raihan, Siti Rohani Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation |
title | Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation |
title_full | Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation |
title_fullStr | Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation |
title_full_unstemmed | Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation |
title_short | Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation |
title_sort | optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6375580/ https://www.ncbi.nlm.nih.gov/pubmed/30763331 http://dx.doi.org/10.1371/journal.pone.0211642 |
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