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Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology

There are several influencing factors in the preparation of MK (metakaolin)-GGBS (ground granulated blast furnace slag)-based geopolymer repair mortars, including the MK-GGBS ratio, the alkalinity of the alkali activator solution, the modulus of the alkali activator solution, and the water-to-solid...

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Autores principales: Ma, Zhiming, Dan, Hancheng, Tan, Jiawei, Li, Mengjin, Li, Songlin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10004134/
https://www.ncbi.nlm.nih.gov/pubmed/36903005
http://dx.doi.org/10.3390/ma16051889
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author Ma, Zhiming
Dan, Hancheng
Tan, Jiawei
Li, Mengjin
Li, Songlin
author_facet Ma, Zhiming
Dan, Hancheng
Tan, Jiawei
Li, Mengjin
Li, Songlin
author_sort Ma, Zhiming
collection PubMed
description There are several influencing factors in the preparation of MK (metakaolin)-GGBS (ground granulated blast furnace slag)-based geopolymer repair mortars, including the MK-GGBS ratio, the alkalinity of the alkali activator solution, the modulus of the alkali activator solution, and the water-to-solid ratio. There are interactions between these factors, such as the different alkaline and modulus requirements of MK and GGBS, the interaction between the alkaline and modulus of the alkali activator solution, and the influence of water throughout the process. The effect of these interactions on the geopolymer repair mortar is not fully understood, making optimization of the MK-GGBS repair mortar ratio difficult. Therefore, in this paper, the response surface methodology (RSM) was used to optimize the preparation of the repair mortar, with GGBS content, SiO(2)/Na(2)O molar ratio, Na(2)O/binder ratio, and water/binder ratio as influencing factors and 1 d compressive strength, 1 d flexural strength, and 1 d bond strength as evaluation indices. Additionally, the repair mortar’s overall performance was assessed in terms of setting time, long-term compressive and bond strength, shrinkage, water absorption, and efflorescence. The results show that RSM was successful in establishing a relationship between the repair mortar’s properties and the factors. The recommended values of the GGBS content, Na(2)O/binder ratio, SiO(2)/Na(2)O molar ratio, and water/binder ratio are 60%, 10.1%, 1.19, and 0.41, respectively. The optimized mortar meets the standard’s requirements for set time, water absorption, shrinkage values, and mechanical strength, with minimal visual efflorescence. The back-scattered electron (BSE) images and energy dispersive spectroscopy (EDS) analysis show that the geopolymer and cement have good interfacial adhesion, and a denser interfacial transition zone exists in the optimized proportion.
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spelling pubmed-100041342023-03-11 Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology Ma, Zhiming Dan, Hancheng Tan, Jiawei Li, Mengjin Li, Songlin Materials (Basel) Article There are several influencing factors in the preparation of MK (metakaolin)-GGBS (ground granulated blast furnace slag)-based geopolymer repair mortars, including the MK-GGBS ratio, the alkalinity of the alkali activator solution, the modulus of the alkali activator solution, and the water-to-solid ratio. There are interactions between these factors, such as the different alkaline and modulus requirements of MK and GGBS, the interaction between the alkaline and modulus of the alkali activator solution, and the influence of water throughout the process. The effect of these interactions on the geopolymer repair mortar is not fully understood, making optimization of the MK-GGBS repair mortar ratio difficult. Therefore, in this paper, the response surface methodology (RSM) was used to optimize the preparation of the repair mortar, with GGBS content, SiO(2)/Na(2)O molar ratio, Na(2)O/binder ratio, and water/binder ratio as influencing factors and 1 d compressive strength, 1 d flexural strength, and 1 d bond strength as evaluation indices. Additionally, the repair mortar’s overall performance was assessed in terms of setting time, long-term compressive and bond strength, shrinkage, water absorption, and efflorescence. The results show that RSM was successful in establishing a relationship between the repair mortar’s properties and the factors. The recommended values of the GGBS content, Na(2)O/binder ratio, SiO(2)/Na(2)O molar ratio, and water/binder ratio are 60%, 10.1%, 1.19, and 0.41, respectively. The optimized mortar meets the standard’s requirements for set time, water absorption, shrinkage values, and mechanical strength, with minimal visual efflorescence. The back-scattered electron (BSE) images and energy dispersive spectroscopy (EDS) analysis show that the geopolymer and cement have good interfacial adhesion, and a denser interfacial transition zone exists in the optimized proportion. MDPI 2023-02-24 /pmc/articles/PMC10004134/ /pubmed/36903005 http://dx.doi.org/10.3390/ma16051889 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ma, Zhiming
Dan, Hancheng
Tan, Jiawei
Li, Mengjin
Li, Songlin
Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology
title Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology
title_full Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology
title_fullStr Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology
title_full_unstemmed Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology
title_short Optimization Design of MK-GGBS Based Geopolymer Repairing Mortar Based on Response Surface Methodology
title_sort optimization design of mk-ggbs based geopolymer repairing mortar based on response surface methodology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10004134/
https://www.ncbi.nlm.nih.gov/pubmed/36903005
http://dx.doi.org/10.3390/ma16051889
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