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Parametric optimisation for the design of gravity energy storage system using Taguchi method

Gravitational energy storage systems are among the proper methods that can be used with renewable energy. However, these systems are highly affected by their design parameters. This paper presents a novel investigation of different design features of gravity energy storage systems. A theoretical mod...

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Autores principales: Elsayed, Mostafa E. A., Abdo, Saber, Attia, Ahmed A. A., Attia, El-Awady, Abd Elrahman, M. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668847/
https://www.ncbi.nlm.nih.gov/pubmed/36385483
http://dx.doi.org/10.1038/s41598-022-20514-y
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author Elsayed, Mostafa E. A.
Abdo, Saber
Attia, Ahmed A. A.
Attia, El-Awady
Abd Elrahman, M. A.
author_facet Elsayed, Mostafa E. A.
Abdo, Saber
Attia, Ahmed A. A.
Attia, El-Awady
Abd Elrahman, M. A.
author_sort Elsayed, Mostafa E. A.
collection PubMed
description Gravitational energy storage systems are among the proper methods that can be used with renewable energy. However, these systems are highly affected by their design parameters. This paper presents a novel investigation of different design features of gravity energy storage systems. A theoretical model was developed using MATLAB SIMULINK to simulate the performance of the gravitational energy storage system while changing its design parameters. A parametric optimization study was also conducted using Taguchi and analysis of variance (ANOVA) techniques for optimizing the energy storage rate. Six parameters were studied; three are related to the piston design (diameter, height, and material density). The other parameters are the return pipe diameter, length, and charging/discharging time. Results revealed that the piston diameter and height are the two most significant parameters for the system performance compared to the other parameters, as they contributed by 35.11% and 30.28%, respectively. The optimization results indicated that the optimal piston diameter, height, and return pipe diameter were 0.25, 0.5, and 0.01 of the container height. The outcomes of this paper can significantly improve energy storage and power generation from renewable energy systems as it provides a reliable, economical, sustainable, and durable energy storage system.
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spelling pubmed-96688472022-11-18 Parametric optimisation for the design of gravity energy storage system using Taguchi method Elsayed, Mostafa E. A. Abdo, Saber Attia, Ahmed A. A. Attia, El-Awady Abd Elrahman, M. A. Sci Rep Article Gravitational energy storage systems are among the proper methods that can be used with renewable energy. However, these systems are highly affected by their design parameters. This paper presents a novel investigation of different design features of gravity energy storage systems. A theoretical model was developed using MATLAB SIMULINK to simulate the performance of the gravitational energy storage system while changing its design parameters. A parametric optimization study was also conducted using Taguchi and analysis of variance (ANOVA) techniques for optimizing the energy storage rate. Six parameters were studied; three are related to the piston design (diameter, height, and material density). The other parameters are the return pipe diameter, length, and charging/discharging time. Results revealed that the piston diameter and height are the two most significant parameters for the system performance compared to the other parameters, as they contributed by 35.11% and 30.28%, respectively. The optimization results indicated that the optimal piston diameter, height, and return pipe diameter were 0.25, 0.5, and 0.01 of the container height. The outcomes of this paper can significantly improve energy storage and power generation from renewable energy systems as it provides a reliable, economical, sustainable, and durable energy storage system. Nature Publishing Group UK 2022-11-16 /pmc/articles/PMC9668847/ /pubmed/36385483 http://dx.doi.org/10.1038/s41598-022-20514-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Elsayed, Mostafa E. A.
Abdo, Saber
Attia, Ahmed A. A.
Attia, El-Awady
Abd Elrahman, M. A.
Parametric optimisation for the design of gravity energy storage system using Taguchi method
title Parametric optimisation for the design of gravity energy storage system using Taguchi method
title_full Parametric optimisation for the design of gravity energy storage system using Taguchi method
title_fullStr Parametric optimisation for the design of gravity energy storage system using Taguchi method
title_full_unstemmed Parametric optimisation for the design of gravity energy storage system using Taguchi method
title_short Parametric optimisation for the design of gravity energy storage system using Taguchi method
title_sort parametric optimisation for the design of gravity energy storage system using taguchi method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668847/
https://www.ncbi.nlm.nih.gov/pubmed/36385483
http://dx.doi.org/10.1038/s41598-022-20514-y
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