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Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone

Blended cement is commonly used for producing sustainable concretes. This paper presents an experimental study and an optimization design of a low-CO(2) quaternary binder containing calcined clay, slag, and limestone using the response surface method. First, a Box–Behnken design with three influenci...

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Autores principales: Lin, Run-Sheng, Liao, Yongpang, Han, Yi, Oh, Seokhoon, Park, Ki-Bong, Yang, Hyun-Min, Wang, Xiao-Yong, Yang, Bo, Meng, Li-Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10573860/
https://www.ncbi.nlm.nih.gov/pubmed/37834521
http://dx.doi.org/10.3390/ma16196385
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author Lin, Run-Sheng
Liao, Yongpang
Han, Yi
Oh, Seokhoon
Park, Ki-Bong
Yang, Hyun-Min
Wang, Xiao-Yong
Yang, Bo
Meng, Li-Yi
author_facet Lin, Run-Sheng
Liao, Yongpang
Han, Yi
Oh, Seokhoon
Park, Ki-Bong
Yang, Hyun-Min
Wang, Xiao-Yong
Yang, Bo
Meng, Li-Yi
author_sort Lin, Run-Sheng
collection PubMed
description Blended cement is commonly used for producing sustainable concretes. This paper presents an experimental study and an optimization design of a low-CO(2) quaternary binder containing calcined clay, slag, and limestone using the response surface method. First, a Box–Behnken design with three influencing factors and three levels was used for the combination design of the quaternary composite cement. The lower limit of the mineral admixtures was 0%. The upper limits of slag, calcined clay, and limestone powder were 30%, 20%, and 10%, respectively. The water-to-binder ratio (water/binder) was 0.5. Experimental works to examine workability and strength (at 3 and 28 days) were performed for the composite cement. The CO(2) emissions were calculated considering binder compositions. A second-order polynomial regression was used to evaluate the experimental results. In addition, a low-CO(2) optimization design was conducted for the composite cement using a composite desirability function. The objectives of the optimization design were the target 28-day strength (30, 35, 40, and 45 MPa), target workability (160 mm flow), and low CO(2) emissions. The trends of the properties of optimal combinations were consistent with those in the test results. In summary, the proposed optimization design can be used for designing composite cement considering strength, workability, and ecological aspects.
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spelling pubmed-105738602023-10-14 Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone Lin, Run-Sheng Liao, Yongpang Han, Yi Oh, Seokhoon Park, Ki-Bong Yang, Hyun-Min Wang, Xiao-Yong Yang, Bo Meng, Li-Yi Materials (Basel) Article Blended cement is commonly used for producing sustainable concretes. This paper presents an experimental study and an optimization design of a low-CO(2) quaternary binder containing calcined clay, slag, and limestone using the response surface method. First, a Box–Behnken design with three influencing factors and three levels was used for the combination design of the quaternary composite cement. The lower limit of the mineral admixtures was 0%. The upper limits of slag, calcined clay, and limestone powder were 30%, 20%, and 10%, respectively. The water-to-binder ratio (water/binder) was 0.5. Experimental works to examine workability and strength (at 3 and 28 days) were performed for the composite cement. The CO(2) emissions were calculated considering binder compositions. A second-order polynomial regression was used to evaluate the experimental results. In addition, a low-CO(2) optimization design was conducted for the composite cement using a composite desirability function. The objectives of the optimization design were the target 28-day strength (30, 35, 40, and 45 MPa), target workability (160 mm flow), and low CO(2) emissions. The trends of the properties of optimal combinations were consistent with those in the test results. In summary, the proposed optimization design can be used for designing composite cement considering strength, workability, and ecological aspects. MDPI 2023-09-24 /pmc/articles/PMC10573860/ /pubmed/37834521 http://dx.doi.org/10.3390/ma16196385 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
Lin, Run-Sheng
Liao, Yongpang
Han, Yi
Oh, Seokhoon
Park, Ki-Bong
Yang, Hyun-Min
Wang, Xiao-Yong
Yang, Bo
Meng, Li-Yi
Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone
title Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone
title_full Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone
title_fullStr Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone
title_full_unstemmed Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone
title_short Low-CO(2) Optimization Design of Quaternary Binder Containing Calcined Clay, Slag, and Limestone
title_sort low-co(2) optimization design of quaternary binder containing calcined clay, slag, and limestone
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10573860/
https://www.ncbi.nlm.nih.gov/pubmed/37834521
http://dx.doi.org/10.3390/ma16196385
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