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Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method

This study explores the enhancement of mechanical properties in concrete blended with palm oil fuel ash (POFA) through Scheffe's optimization. The utilization of POFA as supplementary cementitious material in concrete has gained attention for its potential environmental benefits. Utilizing a (5...

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Autores principales: Akeke, Godwin Adie, Inem, Philip-Edidiong Udo, Alaneme, George Uwadiegwu, Nyah, Efiok Etim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616203/
https://www.ncbi.nlm.nih.gov/pubmed/37903794
http://dx.doi.org/10.1038/s41598-023-45987-3
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author Akeke, Godwin Adie
Inem, Philip-Edidiong Udo
Alaneme, George Uwadiegwu
Nyah, Efiok Etim
author_facet Akeke, Godwin Adie
Inem, Philip-Edidiong Udo
Alaneme, George Uwadiegwu
Nyah, Efiok Etim
author_sort Akeke, Godwin Adie
collection PubMed
description This study explores the enhancement of mechanical properties in concrete blended with palm oil fuel ash (POFA) through Scheffe's optimization. The utilization of POFA as supplementary cementitious material in concrete has gained attention for its potential environmental benefits. Utilizing a (5,2) simplex-lattice design, a systematic approach is employed for optimizing mixture proportions based on response parameters. The laboratory tests to evaluate concrete's mechanical behavior were conducted using the computed mixture ratios from the design experimental points after 28 days of hydration. The results showed maximum flexural strength at 8.84 N/mm(2) and compressive strength at 31.16 N/mm(2), achieved with a mix of 0.65:0.54:2.3:3.96:0.35 for cement, water, coarse aggregate, fine aggregate, and POFA. Additionally, maximum splitting tensile strength reached 8.84 N/mm(2) with a mix of 0.62:0.55:2.09:3.86:0.38 for the same components. Conversely, the minimum flexural, splitting tensile and compressive strength within the experimental factor space was 4.25, 2.08 and 19.82 N/mm(2) respectively. The results obtained indicated a satisfactory mechanical strength performance at POFA replacement of 35 percent in the concrete mixture. The developed mathematical model was statistically validated using analysis of variance (ANOVA) at a 95% confidence interval which showed satisfactory prediction performance. The findings from this study provide valuable insights into optimizing POFA-blended concrete for enhanced mechanical performance, offering potential sustainable solutions for the construction industry.
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spelling pubmed-106162032023-11-01 Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method Akeke, Godwin Adie Inem, Philip-Edidiong Udo Alaneme, George Uwadiegwu Nyah, Efiok Etim Sci Rep Article This study explores the enhancement of mechanical properties in concrete blended with palm oil fuel ash (POFA) through Scheffe's optimization. The utilization of POFA as supplementary cementitious material in concrete has gained attention for its potential environmental benefits. Utilizing a (5,2) simplex-lattice design, a systematic approach is employed for optimizing mixture proportions based on response parameters. The laboratory tests to evaluate concrete's mechanical behavior were conducted using the computed mixture ratios from the design experimental points after 28 days of hydration. The results showed maximum flexural strength at 8.84 N/mm(2) and compressive strength at 31.16 N/mm(2), achieved with a mix of 0.65:0.54:2.3:3.96:0.35 for cement, water, coarse aggregate, fine aggregate, and POFA. Additionally, maximum splitting tensile strength reached 8.84 N/mm(2) with a mix of 0.62:0.55:2.09:3.86:0.38 for the same components. Conversely, the minimum flexural, splitting tensile and compressive strength within the experimental factor space was 4.25, 2.08 and 19.82 N/mm(2) respectively. The results obtained indicated a satisfactory mechanical strength performance at POFA replacement of 35 percent in the concrete mixture. The developed mathematical model was statistically validated using analysis of variance (ANOVA) at a 95% confidence interval which showed satisfactory prediction performance. The findings from this study provide valuable insights into optimizing POFA-blended concrete for enhanced mechanical performance, offering potential sustainable solutions for the construction industry. Nature Publishing Group UK 2023-10-30 /pmc/articles/PMC10616203/ /pubmed/37903794 http://dx.doi.org/10.1038/s41598-023-45987-3 Text en © The Author(s) 2023 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
Akeke, Godwin Adie
Inem, Philip-Edidiong Udo
Alaneme, George Uwadiegwu
Nyah, Efiok Etim
Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method
title Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method
title_full Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method
title_fullStr Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method
title_full_unstemmed Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method
title_short Experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using Scheffe’s method
title_sort experimental investigation and modelling of the mechanical properties of palm oil fuel ash concrete using scheffe’s method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616203/
https://www.ncbi.nlm.nih.gov/pubmed/37903794
http://dx.doi.org/10.1038/s41598-023-45987-3
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