用于开发软计算模型的数据集,用于预测矿混合物的刚度模量.
Lee P Leon1, Hector Martin2, Upaka Rathnayake3
1Department of Civil and Environmental Engineering, The Faculty of Engineering, The University of West Indies, St. Augustine 32080, Trinidad and Tobago.
Data in brief
|April 16, 2024
概括
本研究介绍了青混合物的数据,重点是间接拉伸刚度模块 (ITSM) 测量. 软计算模型被开发用于预测ITSM,减少了对广泛实验室测试的需求.
科学领域:
- 土木工程 土木工程是指土木工程.
- 材料科学 材料科学 材料科学
- 铺路工程 铺路工程 铺路工程
背景情况:
- 青混合物对于道路建设至关重要.
- 精确测量青的特性,如间接拉伸刚度模块 (ITSM),对于质量控制至关重要.
- 确定ITSM的现有方法可能是耗时和复杂的.
研究的目的:
- 为测量各种青混合物的间接拉伸刚度模块 (ITSM) 提供数据集.
- 使用软计算技术开发ITSM的预测模型.
- 为了促进质量控制和保证 (QC&QA) 在青混凝土混合物设计中.
主要方法:
- 收集关于实验室和现场青混合物的数据.
- 包括温度,粘合剂特性,聚合特征和混合物设计参数等变量.
- 使用收集的数据开发软计算模型.
主要成果:
- 为ITSM测量提供了一个全面的数据集.
- 成功开发软计算模型,将各种参数与ITSM相关联.
- 开发的模型为传统的劳动密集型测试方法提供了替代方案.
结论:
- 提出的数据和开发的模型增强了对青混合物行为的理解.
- 软计算为预测青混凝土中的ITSM提供了一种高效的方法.
- 这种方法支持改善路面工程的质量控制和保证.
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