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

Autor: Torres BM; Bundesanstalt für Materialforschung und -prüfung, Technische Universität, Berlin, Germany., Völker C; Bundesanstalt für Materialforschung und -prüfung, Berlin, Germany., Firdous R; Technische Universität, Berlin, Germany.
Jazyk: angličtina
Zdroj: Data in brief [Data Brief] 2023 Aug 28; Vol. 50, pp. 109525. Date of Electronic Publication: 2023 Aug 28 (Print Publication: 2023).
DOI: 10.1016/j.dib.2023.109525
Abstrakt: This data article introduces a dataset comprising 1630 alkali-activated 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.
(© 2023 The Authors.)
Databáze: MEDLINE
Externí odkaz: