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基于响应面法建模研究煅烧黏土和大理石粉作为胶凝材料对高强混凝土力学性能和隐含碳的影响

Effect of calcined clay and marble dust powder as cementitious material on the mechanical properties and embodied carbon of high strength concrete by using RSM-based modelling.

作者信息

Bheel Naraindas, Benjeddou Omrane, Almujibah Hamad R, Abbasi Suhail Ahmed, Sohu Samiullah, Ahmad Mahmood, Sabri Sabri Mohanad Muayad

机构信息

Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Tronoh, Perak, 32610, Malaysia.

Department of Civil Engineering, College of Engineering, Prince Sattam Bin Abdulaziz University, Alkharj, 16273, Saudi Arabia.

出版信息

Heliyon. 2023 Apr 3;9(4):e15029. doi: 10.1016/j.heliyon.2023.e15029. eCollection 2023 Apr.

Abstract

In the last decade, there has been an increase in research on ecologically benign, cost-effective, and socially useful cement alternative materials for concrete. Alternatives involve industrial and agriculture waste, the potential advantages of which may be recognized by recycling, repurposing, and recreating techniques. Important energy reserves and a decrease in Portland cement (PC) consumption may be attained by using these wastes as supplementary and substitute ingredients, contributing to a reduction in carbon dioxide (CO) production. Consequently, the incorporation of marble dust powder (MDP) and calcined clay (CC) as supplementary cementitious material (SCM) in high strength concrete may lower the environmental effect and reduce the amount of PC in mixes. This study is conducted on concrete containing 0%, 5%, 10%, 15%, and 20% of MDP and CC as cementitious materials alone and in combination. The main objectives of this investigations are to examine the effect of MDP and CC as cementitious materials on the flowability and mechanical characteristics of high strength concrete. In order to examine the ecological effect of CC and MDP, the eco-strength efficiency and embodied carbon were considered. In this context, there are so many trial mixes were performed on cubical specimens for achieving targeted compressive strength about 60 MPa after 28 days. After getting it, a total of 273 concrete specimens (cubes, cylinders, and prisms) were used to test the compressive, splitting tensile, and flexural strength of high strength concrete correspondingly. Moreover, when the amount of MDP and CC as SCM in the mixture grows, the workability of green concrete decreases. In addition, the compressive strength, flexural strength, and splitting tensile strength are increased by 6.38 MPa, 67.66 MPa, and 4.88 MPa, respectively, at 10% SCM (5% MDP and 5% CC) over a period of 28 days. In addition, using ANOVA, response prediction models were generated and confirmed at a 95% level of significance. The R values of the models varied from 96 to 99%. Furthermore, increasing the amount of CC and MDP as SCM in concrete also reduces the amount of carbon embedded in the material. It is recommended that the utilization of 10% SCM (5% MDP and 5% CC) in high strength concrete is providing optimum outcomes for construction industry in the field of Civil Engineering.

摘要

在过去十年中,对用于混凝土的生态友好、成本效益高且具有社会实用性的水泥替代材料的研究有所增加。替代材料包括工农业废料,通过回收、再利用和重塑技术可以认识到其潜在优势。通过将这些废料用作补充和替代成分,可以实现重要的能源储备并减少波特兰水泥(PC)的消耗,有助于减少二氧化碳(CO)的产生。因此,在高强度混凝土中掺入大理石粉(MDP)和煅烧粘土(CC)作为补充胶凝材料(SCM)可以降低环境影响并减少混合料中PC的用量。本研究针对单独或混合含有0%、5%、10%、15%和20%的MDP和CC作为胶凝材料的混凝土进行。本研究的主要目的是研究MDP和CC作为胶凝材料对高强度混凝土流动性和力学性能的影响。为了研究CC和MDP的生态效应,考虑了生态强度效率和隐含碳。在此背景下,对立方体试件进行了大量试配,以在28天后达到约60MPa的目标抗压强度。达到目标强度后,总共使用了273个混凝土试件(立方体、圆柱体和棱柱体)分别测试高强度混凝土的抗压、劈裂抗拉和抗弯强度。此外,当混合料中作为SCM的MDP和CC用量增加时,绿色混凝土的工作性会降低。此外,在28天内,10%的SCM(5%的MDP和5%的CC)使抗压强度、抗弯强度和劈裂抗拉强度分别提高了6.38MPa、67.66MPa和4.88MPa。此外,使用方差分析生成了响应预测模型,并在95%的显著性水平上得到了验证。模型的R值在96%至99%之间。此外,增加混凝土中作为SCM的CC和MDP的用量也会减少材料中嵌入的碳量。建议在高强度混凝土中使用10%的SCM(5%的MDP和5%的CC)为土木工程领域的建筑业提供最佳效果。

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