Concreting a sustainable future: A dataset of alkali-activated concrete and its properties

被引:4
|
作者
Torres, Benjamin Moreno [1 ]
Voelker, Christoph [2 ]
Firdous, Rafia [3 ]
机构
[1] Tech Univ, Bundesanstalt Materialforschung & Prufung, Berlin, Germany
[2] Bundesanstalt Materialforschung & Prufung, Berlin, Germany
[3] Tech Univ, Berlin, Germany
来源
DATA IN BRIEF | 2023年 / 50卷
关键词
Alkali activated concrete; Compressive strength; Carbon footprint; Fly ash; Ground granulated blast furnace slag;
D O I
10.1016/j.dib.2023.109525
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This data article introduces a dataset comprising 1630 alkaliactivated concrete (AAC) mixes, compiled from 106 literature sources. The dataset underwent extensive curation to address feature redundancy, transcription errors, and duplicate data, yielding refined data ready for further data-driven science in the field of AAC, where this effort constitutes a novelty. The carbon footprint associated with each material used in the AAC mixes, as well as the corresponding CO 2 footprint of every mix, were approximated using two published articles. Serving as a foundation for future expansions and rigorous data applications, this dataset enables the characterization of AAC properties through machine learning algorithms or as a benchmark for performance comparison among different formulations. In summary, the dataset provides a resource for researchers focusing on AAC and related materials and offers insights into the environmental benefits of substituting traditional Portland concrete with AAC. & COPY; 2023 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
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页数:9
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