Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 Uptake

Abstract High-volume slag (HVS) can reduce the CO2 emissions of concrete, but increase the carbonation depth of concrete. In particular, because of the effects of climate change, carbonation will accelerate. However, the uptake of CO2 as a result of carbonation can mitigate the harm of CO2 emissions...

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Main Authors: Han-Seung Lee, Seung-Min Lim, Xiao-Yong Wang
Format: Article
Language:English
Published: SpringerOpen 2019-09-01
Series:International Journal of Concrete Structures and Materials
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40069-019-0359-7
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spelling doaj-d53e0f16c76b4fa48777af0bfc035d2c2020-11-25T03:29:43ZengSpringerOpenInternational Journal of Concrete Structures and Materials1976-04852234-13152019-09-0113111310.1186/s40069-019-0359-7Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 UptakeHan-Seung Lee0Seung-Min Lim1Xiao-Yong Wang2Department of Architectural Engineering, Hanyang UniversityDepartment of Architecture, Kangwon National UniversityDepartment of Architectural Engineering, Kangwon National UniversityAbstract High-volume slag (HVS) can reduce the CO2 emissions of concrete, but increase the carbonation depth of concrete. In particular, because of the effects of climate change, carbonation will accelerate. However, the uptake of CO2 as a result of carbonation can mitigate the harm of CO2 emissions. This study proposes an optimal mixture design method of low-CO2 HVS concrete considering climate change, carbonation, and CO2 uptake. Firstly, net CO2 emissions are calculated by subtracting the CO2 emitted by the material from the uptake of CO2 by carbonation. The strength and depth of carbonation are evaluated by a comprehensive model based on hydration. Secondly, a genetic algorithm (GA) is used to find the optimal mixture. The objective function of the GA is net CO2 emissions. The constraints of the GA include the strength, carbonation, workability, and range of concrete components. Thirdly, the results show that carbonation durability is a control factor of the mixture design of low-strength HVS concrete, while strength is a control factor of the mixture design of high-strength HVS concrete. After considering climate change, the threshold of strength control increases. With the increase of strength, the net CO2 emissions increase, while the CO2 uptake ratio decreases.http://link.springer.com/article/10.1186/s40069-019-0359-7mixture designlow-CO2 concretehigh-volume slagcarbonationCO2 uptakeclimate change
collection DOAJ
language English
format Article
sources DOAJ
author Han-Seung Lee
Seung-Min Lim
Xiao-Yong Wang
spellingShingle Han-Seung Lee
Seung-Min Lim
Xiao-Yong Wang
Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 Uptake
International Journal of Concrete Structures and Materials
mixture design
low-CO2 concrete
high-volume slag
carbonation
CO2 uptake
climate change
author_facet Han-Seung Lee
Seung-Min Lim
Xiao-Yong Wang
author_sort Han-Seung Lee
title Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 Uptake
title_short Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 Uptake
title_full Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 Uptake
title_fullStr Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 Uptake
title_full_unstemmed Optimal Mixture Design of Low-CO2 High-Volume Slag Concrete Considering Climate Change and CO2 Uptake
title_sort optimal mixture design of low-co2 high-volume slag concrete considering climate change and co2 uptake
publisher SpringerOpen
series International Journal of Concrete Structures and Materials
issn 1976-0485
2234-1315
publishDate 2019-09-01
description Abstract High-volume slag (HVS) can reduce the CO2 emissions of concrete, but increase the carbonation depth of concrete. In particular, because of the effects of climate change, carbonation will accelerate. However, the uptake of CO2 as a result of carbonation can mitigate the harm of CO2 emissions. This study proposes an optimal mixture design method of low-CO2 HVS concrete considering climate change, carbonation, and CO2 uptake. Firstly, net CO2 emissions are calculated by subtracting the CO2 emitted by the material from the uptake of CO2 by carbonation. The strength and depth of carbonation are evaluated by a comprehensive model based on hydration. Secondly, a genetic algorithm (GA) is used to find the optimal mixture. The objective function of the GA is net CO2 emissions. The constraints of the GA include the strength, carbonation, workability, and range of concrete components. Thirdly, the results show that carbonation durability is a control factor of the mixture design of low-strength HVS concrete, while strength is a control factor of the mixture design of high-strength HVS concrete. After considering climate change, the threshold of strength control increases. With the increase of strength, the net CO2 emissions increase, while the CO2 uptake ratio decreases.
topic mixture design
low-CO2 concrete
high-volume slag
carbonation
CO2 uptake
climate change
url http://link.springer.com/article/10.1186/s40069-019-0359-7
work_keys_str_mv AT hanseunglee optimalmixturedesignoflowco2highvolumeslagconcreteconsideringclimatechangeandco2uptake
AT seungminlim optimalmixturedesignoflowco2highvolumeslagconcreteconsideringclimatechangeandco2uptake
AT xiaoyongwang optimalmixturedesignoflowco2highvolumeslagconcreteconsideringclimatechangeandco2uptake
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