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Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems
This research aims to contribute in developing a mathematical model for the composite probabilistic energy emissions dispatch (CPEED) with renewable energy systems, and it proposes a novel framework, based on an existing astute black widow optimization (ABWO) algorithm. Renewable energy power genera...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300730/ https://www.ncbi.nlm.nih.gov/pubmed/35858895 http://dx.doi.org/10.1038/s41598-022-15983-0 |
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author | Ahmed, Ijaz Rehan, Muhammad Basit, Abdul Hong, Keum-Shik |
author_facet | Ahmed, Ijaz Rehan, Muhammad Basit, Abdul Hong, Keum-Shik |
author_sort | Ahmed, Ijaz |
collection | PubMed |
description | This research aims to contribute in developing a mathematical model for the composite probabilistic energy emissions dispatch (CPEED) with renewable energy systems, and it proposes a novel framework, based on an existing astute black widow optimization (ABWO) algorithm. Renewable energy power generation technology has contributed to pollution reduction and sustainable development. Therefore, this research aims to explore the CPEED problem in the context of renewable energy generation systems to enhance the energy and climate benefits of the power systems. Five benchmark test systems, combined with conventional thermal power plants and renewable energy sources such as wind and solar, are considered herein to obtain the optimum solution for cost and pollutant emission by using the ABWO approach. The ascendancy is not limited to environmental impacts, but it also provides the diversification of energy supply and reduction of reliance on imported fuels. As a result, the research findings contribute in lowering the cost of fuel and pollutant emissions, correlated with electricity generation systems, while increasing the renewable energy usage and penetration. Finally, the performance and efficacy of the designed scheme have been fully validated by comprehensive experimental results and statistical analyses. |
format | Online Article Text |
id | pubmed-9300730 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93007302022-07-22 Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems Ahmed, Ijaz Rehan, Muhammad Basit, Abdul Hong, Keum-Shik Sci Rep Article This research aims to contribute in developing a mathematical model for the composite probabilistic energy emissions dispatch (CPEED) with renewable energy systems, and it proposes a novel framework, based on an existing astute black widow optimization (ABWO) algorithm. Renewable energy power generation technology has contributed to pollution reduction and sustainable development. Therefore, this research aims to explore the CPEED problem in the context of renewable energy generation systems to enhance the energy and climate benefits of the power systems. Five benchmark test systems, combined with conventional thermal power plants and renewable energy sources such as wind and solar, are considered herein to obtain the optimum solution for cost and pollutant emission by using the ABWO approach. The ascendancy is not limited to environmental impacts, but it also provides the diversification of energy supply and reduction of reliance on imported fuels. As a result, the research findings contribute in lowering the cost of fuel and pollutant emissions, correlated with electricity generation systems, while increasing the renewable energy usage and penetration. Finally, the performance and efficacy of the designed scheme have been fully validated by comprehensive experimental results and statistical analyses. Nature Publishing Group UK 2022-07-20 /pmc/articles/PMC9300730/ /pubmed/35858895 http://dx.doi.org/10.1038/s41598-022-15983-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ahmed, Ijaz Rehan, Muhammad Basit, Abdul Hong, Keum-Shik Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems |
title | Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems |
title_full | Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems |
title_fullStr | Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems |
title_full_unstemmed | Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems |
title_short | Greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems |
title_sort | greenhouse gases emission reduction for electric power generation sector by efficient dispatching of thermal plants integrated with renewable systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300730/ https://www.ncbi.nlm.nih.gov/pubmed/35858895 http://dx.doi.org/10.1038/s41598-022-15983-0 |
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