含微加强筋的煤渣基轻质混凝土材料性能评估

K. Sadhana, K. Suguna, P. Raghunath
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摘要

目的:本研究探讨了利用煤渣等工业固体废物制造轻质骨料混凝土的可行性。利用煤渣骨料作为粗骨料的替代材料生产混凝土,不仅有助于保护自然资源,还为固体废物管理提供了可行的解决方案。方法:通过加入聚丙烯纤维作为微增强材料(体积比例分别为 0.1%、0.2%、0.3% 和 0.4%),改善了煤渣轻质混凝土的机械特性。对聚丙烯纤维增强煤渣轻质混凝土进行的实验室测试包括立方体试样和圆柱体试样的抗压强度测试、棱柱体试样的抗折强度测试和圆柱体试样的弹性模量测试。研究结果研究结果表明,在生产轻质混凝土时,煤渣骨料可作为粗骨料的替代材料,使用效果令人满意。研究发现,0.3% 的聚丙烯纤维是轻质混凝土中理想的微增强材料用量。新颖性:此外,还提出了一种多元线性回归(MLR)模型来评估纤维增强轻质混凝土的性能参数,为耗时耗材的实验工作提供了一种替代方法。散点图和 R2、RMSE 和 MAPE 等统计指标表明,该模型的预测值与实验结果之间具有很强的相关性。关键词煤渣骨料 轻质混凝土 机械特性 微加强筋 回归模型
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Material Performance Evaluation of Cinder Based Light Weight Concrete with Micro-reinforcement
Objectives: The present work examines the viability of using industrial solid waste, like cinder, to create lightweight aggregate concrete. Utilizing cinder aggregate as a substitute material for coarse aggregate in producing concrete not only helps in the conservation of natural resource but also provides a feasible solution for solid waste management. Method: The mechanical characteristics of cinder based lightweight concrete were improved by the inclusion of polypropylene fibre as micro-reinforcement, in volume proportions of 0.1%, 0.2%, 0.3%, and 0.4%. The laboratory tests that were conducted on the polypropylene fibre reinforced cinder based lightweight concrete included compressive strength test on cube specimen and cylinder specimen, flexural strength test on prism specimen and modulus of elasticity test on cylinder specimen. Findings: The findings show that cinder aggregate can be satisfactorily utilized as an alternate material to coarse aggregate in the production of lightweight concrete. It has been found that 0.3% of polypropylene fibre was the ideal dosage of micro-reinforcement that can be incorporated in lightweight concrete. Novelty: Further, a multiple linear regression (MLR) model was suggested to evaluate the performance parameters of the fibre-reinforced lightweight concrete, providing an alternative to the time and material consuming experimental works. Scatter plots and Statistical indicators such as R2, RMSE and MAPE indicated that the model demonstrated a strong correlation between the predicted values and the experimental results. Keywords: Cinder aggregate, Lightweight concrete, Mechanical characteristics, Micro reinforcement, Regression model
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