具体化一个可持续的未来:活性混凝土及其属性的数据集
Benjamin Moreno Torres1, Christoph Völker2, Rafia Firdous3
1Bundesanstalt für Materialforschung und -prüfung, Technische Universität, Berlin, Germany.
Data in brief
|September 13, 2023
概括
本研究提供了1630种活性混凝土 (AAC) 混合物的精选数据集,详细说明了它们的组成和二氧化碳足迹. 该资源促进了数据驱动的研究,并突出了AAC对传统混凝土的环境优势.
科学领域:
- 材料科学 材料科学 材料科学
- 土木工程 土木工程是指土木工程.
- 可持续建筑 可持续建筑
背景情况:
- 活性混凝土 (AAC) 为传统的波特兰水泥混凝土提供了一个可持续的替代方案.
- 目前还没有为AAC研究提供全面,精心策划的数据集.
- 了解AAC对环境的影响,特别是二氧化碳足迹,对于其采用至关重要.
研究的目的:
- 引入一种新的,广泛的活性混凝土 (AAC) 混合物的数据集.
- 为了在AAC领域为数据驱动的科学调查提供基础.
- 为了能够评估AAC的环境效益,特别是其二氧化碳足迹.
主要方法:
- 来自106个文学来源的1630个AAC混合物的汇编.
- 广泛的数据整理以消除冗余,错误和重复.
- 使用已公布数据对材料和混合物特定的二氧化碳足迹的近似估计.
主要成果:
- 一个精细的数据集 1630 AAC混合,准备进行高级分析.
- 包括单个材料和完整混合物的二氧化碳足迹数据.
- 建立一个AAC性能和配方比较的基准.
结论:
- 该数据集是AAC和相关材料研究人员的宝贵资源.
- 它可以通过机器学习和性能基准测试来描述AAC属性.
- 这些数据支持研究将波特兰混凝土用AAC代替波特兰混凝土的环境效益.
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