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A-RESS new dynamic and smart system for renewable energy sharing problem
Energy is at the basis of any social or economic development. The fossil energy is the most used energy source in the world due to the cheap building cost of the power plants. In 2017, fossil fuels generated 64.5% of the world electricity. Since, on the one hand, these plants produce large amount of...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8279134/ https://www.ncbi.nlm.nih.gov/pubmed/34307862 http://dx.doi.org/10.7717/peerj-cs.610 |
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author | Toumia, Imen Ben Hassine, Ahlem |
author_facet | Toumia, Imen Ben Hassine, Ahlem |
author_sort | Toumia, Imen |
collection | PubMed |
description | Energy is at the basis of any social or economic development. The fossil energy is the most used energy source in the world due to the cheap building cost of the power plants. In 2017, fossil fuels generated 64.5% of the world electricity. Since, on the one hand, these plants produce large amount of carbon dioxide which drives climate change, and on the other hand, the storage of existing world fossil resources is in continuous decrease, safer and highly available energy sources should be considered. Hence, for human well-being, and for a green environment, these fossil plants should be switched to cleaner ones. Renewable energy resources have begun to be used as alternatives. These resources have many advantages such as sustainability and environmental protection. Nevertheless, they require higher investment costs. In addition, the reliability of many planted systems is poor. In most cases these systems are not sufficient to ensure a continuous demand of energy for all in needy regions because most of their resources are climate dependent. The main contributions of this research are (i) to propose a natural formalisation of the renewable energy distribution problem, based on COP (Constraint Optimisation Problem), that takes into consideration all the constraints related to this problem; (ii) to propose a novel multi-agent dynamic (A-RESS for Agent based Renewable Energy Sharing System) to solve this problem. The proposed system was implemented and the obtained results show its efficiency and performance in terms of produced, consumed and lost energy. |
format | Online Article Text |
id | pubmed-8279134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82791342021-07-22 A-RESS new dynamic and smart system for renewable energy sharing problem Toumia, Imen Ben Hassine, Ahlem PeerJ Comput Sci Agents and Multi-Agent Systems Energy is at the basis of any social or economic development. The fossil energy is the most used energy source in the world due to the cheap building cost of the power plants. In 2017, fossil fuels generated 64.5% of the world electricity. Since, on the one hand, these plants produce large amount of carbon dioxide which drives climate change, and on the other hand, the storage of existing world fossil resources is in continuous decrease, safer and highly available energy sources should be considered. Hence, for human well-being, and for a green environment, these fossil plants should be switched to cleaner ones. Renewable energy resources have begun to be used as alternatives. These resources have many advantages such as sustainability and environmental protection. Nevertheless, they require higher investment costs. In addition, the reliability of many planted systems is poor. In most cases these systems are not sufficient to ensure a continuous demand of energy for all in needy regions because most of their resources are climate dependent. The main contributions of this research are (i) to propose a natural formalisation of the renewable energy distribution problem, based on COP (Constraint Optimisation Problem), that takes into consideration all the constraints related to this problem; (ii) to propose a novel multi-agent dynamic (A-RESS for Agent based Renewable Energy Sharing System) to solve this problem. The proposed system was implemented and the obtained results show its efficiency and performance in terms of produced, consumed and lost energy. PeerJ Inc. 2021-06-28 /pmc/articles/PMC8279134/ /pubmed/34307862 http://dx.doi.org/10.7717/peerj-cs.610 Text en © 2021 Toumia and Ben Hassine https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. |
spellingShingle | Agents and Multi-Agent Systems Toumia, Imen Ben Hassine, Ahlem A-RESS new dynamic and smart system for renewable energy sharing problem |
title | A-RESS new dynamic and smart system for renewable energy sharing problem |
title_full | A-RESS new dynamic and smart system for renewable energy sharing problem |
title_fullStr | A-RESS new dynamic and smart system for renewable energy sharing problem |
title_full_unstemmed | A-RESS new dynamic and smart system for renewable energy sharing problem |
title_short | A-RESS new dynamic and smart system for renewable energy sharing problem |
title_sort | a-ress new dynamic and smart system for renewable energy sharing problem |
topic | Agents and Multi-Agent Systems |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8279134/ https://www.ncbi.nlm.nih.gov/pubmed/34307862 http://dx.doi.org/10.7717/peerj-cs.610 |
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