Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology

The significant difference in water-to-binder ratio, activator type and concentration between alkali-activated slag (AAS) paste/mortar/concrete and AAS-based cemented paste backfill (AAS-CPB) means that previous results related to the properties and mix optimization of AAS materials cannot be direct...

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Published in:Frontiers in Materials
Main Authors: Xinghang Dai, Lei Ren, Xiaozhong Gu, Erol Yilmaz, Kun Fang, Haiqiang Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmats.2022.844608/full
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author Xinghang Dai
Lei Ren
Xiaozhong Gu
Erol Yilmaz
Kun Fang
Kun Fang
Haiqiang Jiang
author_facet Xinghang Dai
Lei Ren
Xiaozhong Gu
Erol Yilmaz
Kun Fang
Kun Fang
Haiqiang Jiang
author_sort Xinghang Dai
collection DOAJ
container_title Frontiers in Materials
description The significant difference in water-to-binder ratio, activator type and concentration between alkali-activated slag (AAS) paste/mortar/concrete and AAS-based cemented paste backfill (AAS-CPB) means that previous results related to the properties and mix optimization of AAS materials cannot be directly translated to AAS-CPB. This study statistically identifies the effect of key influential variables such as silicate modulus, slag fineness and activator concentration on 3- and 28 day unconfined compressive strength (UCS) of AAS-CPB by central composite design (CCD) established in response surface methodology (RSM). In this study, the prominence of independent variables and their relations are investigated by using ANOVA (analysis of variance) having a significant level of 0.05. ANOVA results certify that there is a strong link between the level of variable contribution on UCS performance of AAS-CPB and curing age. Obviously, silicate modulus and activator concentration are the most major variables influencing UCS at 3 and 28 days, respectively. Increased fineness of slag and higher pH of pore solution enhance 3 day UCS, but restrain the further hydration of unreacted slag and subsequent the gain in strength at advanced curing ages. The combination of independent variables of silicate modulus (0.295), slag fineness (12630.2), activator concentration (0.45) gives the optimum responses.
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spelling doaj-art-e01db6b43613420e9b71d1eeed4fc8dc2025-08-19T20:31:33ZengFrontiers Media S.A.Frontiers in Materials2296-80162022-02-01910.3389/fmats.2022.844608844608Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface MethodologyXinghang Dai0Lei Ren1Xiaozhong Gu2Erol Yilmaz3Kun Fang4Kun Fang5Haiqiang Jiang6School of Civil Engineering, Liaoning Petrochemical University, Fushun, ChinaKey Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines, Northeastern University, Shenyang, ChinaKey Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines, Northeastern University, Shenyang, ChinaDepartment of Civil Engineering, Geotechnical Division, Recep Tayyip Erdogan University, Fener, TurkeyKey Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines, Northeastern University, Shenyang, ChinaDepartment of Civil Engineering, Geotechnical Division, Recep Tayyip Erdogan University, Fener, TurkeyKey Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines, Northeastern University, Shenyang, ChinaThe significant difference in water-to-binder ratio, activator type and concentration between alkali-activated slag (AAS) paste/mortar/concrete and AAS-based cemented paste backfill (AAS-CPB) means that previous results related to the properties and mix optimization of AAS materials cannot be directly translated to AAS-CPB. This study statistically identifies the effect of key influential variables such as silicate modulus, slag fineness and activator concentration on 3- and 28 day unconfined compressive strength (UCS) of AAS-CPB by central composite design (CCD) established in response surface methodology (RSM). In this study, the prominence of independent variables and their relations are investigated by using ANOVA (analysis of variance) having a significant level of 0.05. ANOVA results certify that there is a strong link between the level of variable contribution on UCS performance of AAS-CPB and curing age. Obviously, silicate modulus and activator concentration are the most major variables influencing UCS at 3 and 28 days, respectively. Increased fineness of slag and higher pH of pore solution enhance 3 day UCS, but restrain the further hydration of unreacted slag and subsequent the gain in strength at advanced curing ages. The combination of independent variables of silicate modulus (0.295), slag fineness (12630.2), activator concentration (0.45) gives the optimum responses.https://www.frontiersin.org/articles/10.3389/fmats.2022.844608/fulltailingsalkali activated slag backfillstrength developmentresponse surface methodologyactivator typeslag fineness
spellingShingle Xinghang Dai
Lei Ren
Xiaozhong Gu
Erol Yilmaz
Kun Fang
Kun Fang
Haiqiang Jiang
Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology
tailings
alkali activated slag backfill
strength development
response surface methodology
activator type
slag fineness
title Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology
title_full Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology
title_fullStr Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology
title_full_unstemmed Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology
title_short Strength Analysis and Optimization of Alkali Activated Slag Backfills Through Response Surface Methodology
title_sort strength analysis and optimization of alkali activated slag backfills through response surface methodology
topic tailings
alkali activated slag backfill
strength development
response surface methodology
activator type
slag fineness
url https://www.frontiersin.org/articles/10.3389/fmats.2022.844608/full
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