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Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology
The present investigation aims to examine the mechanical and durability properties of concrete that has been reinforced with a waste printed circuit board (WPCB) towards a low-carbon built environment. It assessed the fresh and hardened characteristics of the low-carbon concrete reinforced with WPCB...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545695/ https://www.ncbi.nlm.nih.gov/pubmed/37783749 http://dx.doi.org/10.1038/s41598-023-43919-9 |
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author | Priyan, M. Vishnu Annadurai, R. Onyelowe, Kennedy C. Alaneme, George Uwadiegwu Giri, Nimay Chandra |
author_facet | Priyan, M. Vishnu Annadurai, R. Onyelowe, Kennedy C. Alaneme, George Uwadiegwu Giri, Nimay Chandra |
author_sort | Priyan, M. Vishnu |
collection | PubMed |
description | The present investigation aims to examine the mechanical and durability properties of concrete that has been reinforced with a waste printed circuit board (WPCB) towards a low-carbon built environment. It assessed the fresh and hardened characteristics of the low-carbon concrete reinforced with WPCB fibres, after a curing period of 7 and 28 days. The evaluation was done by quantifying slump, compressive strength, split tensile strength, flexural strength, sorptivity, rapid, and acid tests. It further analysed eleven discrete concrete mixes with WPCB fibres at a weight percentage ranging from 1 to 5% in the cement mixture. The results indicate that incorporating WPCB fibre into concrete improves its mechanical strength. The results revealed that incorporating 5% WPCB fibre yielded the most favourable outcomes. The properties of WPCB fibre-reinforced concrete have been theoretically validated through Response Surface Methodology (RSM), which employs various statistical and mathematical tools to analyse the experimental data. The results derived from RSM were compared with the experimental results. It was found that the RSM model demonstrated a high level of accuracy (R(2) ≥ 0.98) in validating the mechanical properties of WPCB fibre concrete. The statistical model exhibited no indication of prediction bias and demonstrated a statistically significant outcome, with a p-value below 0.5. |
format | Online Article Text |
id | pubmed-10545695 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105456952023-10-04 Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology Priyan, M. Vishnu Annadurai, R. Onyelowe, Kennedy C. Alaneme, George Uwadiegwu Giri, Nimay Chandra Sci Rep Article The present investigation aims to examine the mechanical and durability properties of concrete that has been reinforced with a waste printed circuit board (WPCB) towards a low-carbon built environment. It assessed the fresh and hardened characteristics of the low-carbon concrete reinforced with WPCB fibres, after a curing period of 7 and 28 days. The evaluation was done by quantifying slump, compressive strength, split tensile strength, flexural strength, sorptivity, rapid, and acid tests. It further analysed eleven discrete concrete mixes with WPCB fibres at a weight percentage ranging from 1 to 5% in the cement mixture. The results indicate that incorporating WPCB fibre into concrete improves its mechanical strength. The results revealed that incorporating 5% WPCB fibre yielded the most favourable outcomes. The properties of WPCB fibre-reinforced concrete have been theoretically validated through Response Surface Methodology (RSM), which employs various statistical and mathematical tools to analyse the experimental data. The results derived from RSM were compared with the experimental results. It was found that the RSM model demonstrated a high level of accuracy (R(2) ≥ 0.98) in validating the mechanical properties of WPCB fibre concrete. The statistical model exhibited no indication of prediction bias and demonstrated a statistically significant outcome, with a p-value below 0.5. Nature Publishing Group UK 2023-10-02 /pmc/articles/PMC10545695/ /pubmed/37783749 http://dx.doi.org/10.1038/s41598-023-43919-9 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 Priyan, M. Vishnu Annadurai, R. Onyelowe, Kennedy C. Alaneme, George Uwadiegwu Giri, Nimay Chandra Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology |
title | Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology |
title_full | Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology |
title_fullStr | Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology |
title_full_unstemmed | Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology |
title_short | Recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology |
title_sort | recycling and sustainable applications of waste printed circuit board in concrete application and validation using response surface methodology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545695/ https://www.ncbi.nlm.nih.gov/pubmed/37783749 http://dx.doi.org/10.1038/s41598-023-43919-9 |
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