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Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling

Alkali-activated fly-ash–slag blending materials (AA-FASMs) are gradually being studied and applied more because of their good performance. There are many factors affecting the alkali-activated system, and the effect of single-factor variation on the performance of AA-FASM has been mostly reported;...

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Autores principales: Zhao, Jun, Wang, Aiguo, Lyu, Bangcheng, Liu, Kaiwei, Chu, Yingjie, Ma, Rui, Xu, Haiyan, Jing, Yan, Sun, Daosheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10003878/
https://www.ncbi.nlm.nih.gov/pubmed/36903155
http://dx.doi.org/10.3390/ma16052042
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author Zhao, Jun
Wang, Aiguo
Lyu, Bangcheng
Liu, Kaiwei
Chu, Yingjie
Ma, Rui
Xu, Haiyan
Jing, Yan
Sun, Daosheng
author_facet Zhao, Jun
Wang, Aiguo
Lyu, Bangcheng
Liu, Kaiwei
Chu, Yingjie
Ma, Rui
Xu, Haiyan
Jing, Yan
Sun, Daosheng
author_sort Zhao, Jun
collection PubMed
description Alkali-activated fly-ash–slag blending materials (AA-FASMs) are gradually being studied and applied more because of their good performance. There are many factors affecting the alkali-activated system, and the effect of single-factor variation on the performance of AA-FASM has been mostly reported; however, there is a lack of unified understanding of the mechanical properties and microstructure of AA-FASM under curing conditions and multiple-factor interaction. Therefore, this study investigated the compressive strength development and reaction products of alkali-activated AA-FASM under three curing conditions including seal (S), dry (D) and water saturation (W). Based on the response surface model, the relationship between the interaction of slag content (W(SG)), activator modulus (M) and activator dosage (R(A)) on its strength was established. The results showed that the maximum compressive strength of AA-FASM after 28 days of sealed curing was about 59 MPa, while the strengths of dry- and water-saturation-cured specimens decreased by 9.8% and 13.7%, respectively. The seal-cured samples also had the smallest mass change rate and linear shrinkage and the most compact pore structure. Due to the adverse effects from a too-high or too-low modulus and dosage of the activators, the shapes of upward convex, slope and inclined convex were under the interaction of W(SG)/M, W(SG)/R(A) and M/R(A), respectively. The correlation coefficient R(2) > 0.95 and p-value < 0.05 indicated that the proposed model could be used to predict strength development given the complex factors. Optimal proportioning and curing conditions were found to be W(SG) = 50%, M = 1.4, R(A) = 50% and sealed curing.
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spelling pubmed-100038782023-03-11 Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling Zhao, Jun Wang, Aiguo Lyu, Bangcheng Liu, Kaiwei Chu, Yingjie Ma, Rui Xu, Haiyan Jing, Yan Sun, Daosheng Materials (Basel) Article Alkali-activated fly-ash–slag blending materials (AA-FASMs) are gradually being studied and applied more because of their good performance. There are many factors affecting the alkali-activated system, and the effect of single-factor variation on the performance of AA-FASM has been mostly reported; however, there is a lack of unified understanding of the mechanical properties and microstructure of AA-FASM under curing conditions and multiple-factor interaction. Therefore, this study investigated the compressive strength development and reaction products of alkali-activated AA-FASM under three curing conditions including seal (S), dry (D) and water saturation (W). Based on the response surface model, the relationship between the interaction of slag content (W(SG)), activator modulus (M) and activator dosage (R(A)) on its strength was established. The results showed that the maximum compressive strength of AA-FASM after 28 days of sealed curing was about 59 MPa, while the strengths of dry- and water-saturation-cured specimens decreased by 9.8% and 13.7%, respectively. The seal-cured samples also had the smallest mass change rate and linear shrinkage and the most compact pore structure. Due to the adverse effects from a too-high or too-low modulus and dosage of the activators, the shapes of upward convex, slope and inclined convex were under the interaction of W(SG)/M, W(SG)/R(A) and M/R(A), respectively. The correlation coefficient R(2) > 0.95 and p-value < 0.05 indicated that the proposed model could be used to predict strength development given the complex factors. Optimal proportioning and curing conditions were found to be W(SG) = 50%, M = 1.4, R(A) = 50% and sealed curing. MDPI 2023-03-01 /pmc/articles/PMC10003878/ /pubmed/36903155 http://dx.doi.org/10.3390/ma16052042 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
Zhao, Jun
Wang, Aiguo
Lyu, Bangcheng
Liu, Kaiwei
Chu, Yingjie
Ma, Rui
Xu, Haiyan
Jing, Yan
Sun, Daosheng
Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling
title Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling
title_full Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling
title_fullStr Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling
title_full_unstemmed Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling
title_short Proportioning Factors of Alkali-Activated Materials and Interaction Relationship Revealed by Response Surface Modeling
title_sort proportioning factors of alkali-activated materials and interaction relationship revealed by response surface modeling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10003878/
https://www.ncbi.nlm.nih.gov/pubmed/36903155
http://dx.doi.org/10.3390/ma16052042
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