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氧化石墨烯对以粉煤灰为胶凝材料的混凝土力学、变形及干燥收缩性能的影响:基于响应面法建模

Effect of graphene oxide on mechanical, deformation and drying shrinkage properties of concrete reinforced with fly ash as cementitious material by using RSM modelling.

作者信息

Kumar Sandeep, Bheel Naraindas, Zardari Shahnawaz, Alraeeini Ahmed Saleh, Almaliki Abdulrazak H, Benjeddou Omrane

机构信息

Sindh Building Control Authority (SBCA), Hyderabad, Sindh, Pakistan.

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

出版信息

Sci Rep. 2024 Aug 12;14(1):18675. doi: 10.1038/s41598-024-69601-2.

DOI:10.1038/s41598-024-69601-2
PMID:39134634
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11319335/
Abstract

The industrial production of cement contributes significantly to greenhouse gas emissions, making it crucial to address and reduce these emissions by using fly ash (FA) as a potential replacement. Besides, Graphene oxide (GO) was utilized as nanoparticle in concrete to augment its mechanical characteristics, deformation resistance, and drying shrinkage behaviours. However, the researchers used Response Surface Methodology (RSM) to evaluate the compressive strength (CS), tensile strength (TS), flexural strength (FS), modulus of elasticity (ME), and drying shrinkage (DS) of concrete that was mixed with 5-15% FA at a 5% increment, along with 0.05%, 0.065%, and 0.08% of GO as potential nanomaterials. The concrete samples were prepared by using mix proportions of design targeted CS of about 45 MPa at 28 days. From investigational outcomes, the concrete with 10% FA and 0.05% GO exhibited the greatest CS, TS, FS, and ME values of 62 MPa, 4.96 MPa, 6.82 MPa, and 39.37 GPa, on 28 days correspondingly. Besides, a reduction in the DS of concrete was found as the amounts of FA and GO increased. Moreover, the development and validation of response prediction models were conducted utilizing analysis of variance (ANOVA) at a significance level of 95%. The coefficient of determination (R) values for the models varied from 94 to 99.90%. Research study indicated that including 10% fly ash (FA) as a substitute for cement, when combined with 0.05% GO, in concrete yields the best results. Therefore, this approach is an excellent option for the building sector.

摘要

水泥的工业生产对温室气体排放有重大贡献,因此通过使用粉煤灰(FA)作为潜在替代品来解决和减少这些排放至关重要。此外,氧化石墨烯(GO)被用作混凝土中的纳米颗粒,以增强其力学性能、抗变形能力和干燥收缩性能。然而,研究人员使用响应面法(RSM)来评估混凝土的抗压强度(CS)、抗拉强度(TS)、抗弯强度(FS)、弹性模量(ME)和干燥收缩(DS),该混凝土混合了5%-15%的粉煤灰,以5%的增量递增,同时还混合了0.05%、0.065%和0.08%的氧化石墨烯作为潜在的纳米材料。混凝土样品按照28天设计目标抗压强度约为45MPa的配合比制备。从研究结果来看,含有10%粉煤灰和0.05%氧化石墨烯的混凝土在28天时相应地展现出最高的抗压强度、抗拉强度、抗弯强度和弹性模量值,分别为62MPa、4.96MPa、6.82MPa和39.37GPa。此外,随着粉煤灰和氧化石墨烯用量的增加,混凝土的干燥收缩有所降低。此外,利用方差分析(ANOVA)在95%的显著性水平下进行了响应预测模型的开发和验证。模型的决定系数(R)值在94%至99.90%之间。研究表明,在混凝土中加入10%粉煤灰(FA)替代水泥,并与0.05%氧化石墨烯相结合,能产生最佳效果。因此,这种方法对建筑行业来说是一个极佳的选择。

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