Sustainable eco-mortar development using industrial by-products and recycled aggregates: an experimental and predictive study

Q2 Engineering
G. Uday Kiran, G. Nakkeeran, P. Saravanakumar
{"title":"Sustainable eco-mortar development using industrial by-products and recycled aggregates: an experimental and predictive study","authors":"G. Uday Kiran,&nbsp;G. Nakkeeran,&nbsp;P. Saravanakumar","doi":"10.1007/s42107-026-01691-x","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>This study evaluates the performance of sustainable mortar incorporating fly ash (FA) and limestone (LS) powder as partial binder replacements and construction and demolition waste (CDW) as an alternative fine aggregate. Cement was replaced by fly ash and limestone powder up to 24%, while natural sand was substituted with CDW up to 100%, maintaining a constant water-to-binder ratio of 0.45 and coconut fibre content of 0.3%. Experimental results indicate that the optimised mix containing 6% fly ash, 6% limestone powder, and 25% CDW exhibited superior performance. This mix achieved the highest dry density of 793.55 kg/m³ at 28 days, along with maximum ultrasonic pulse velocity, indicating improved internal compactness. Rebound hammer strength and compressive strength also peaked at this composition, confirming enhanced surface hardness and load-carrying capacity due to improved particle packing and pozzolanic activity. Beyond the optimum level, higher CDW content resulted in increased porosity and reduced mechanical performance. Machine learning models, particularly Gradient Boosting (GB) and Random Forest (RF), demonstrated excellent predictive accuracy with R² values exceeding 0.95 for all properties. The results confirm that controlled use of industrial and construction wastes can produce high-performance, low-carbon mortar systems.</p>\n </div>","PeriodicalId":8513,"journal":{"name":"Asian Journal of Civil Engineering","volume":"27 8","pages":"3733 - 3746"},"PeriodicalIF":0.0000,"publicationDate":"2026-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asian Journal of Civil Engineering","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s42107-026-01691-x","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0

Abstract

This study evaluates the performance of sustainable mortar incorporating fly ash (FA) and limestone (LS) powder as partial binder replacements and construction and demolition waste (CDW) as an alternative fine aggregate. Cement was replaced by fly ash and limestone powder up to 24%, while natural sand was substituted with CDW up to 100%, maintaining a constant water-to-binder ratio of 0.45 and coconut fibre content of 0.3%. Experimental results indicate that the optimised mix containing 6% fly ash, 6% limestone powder, and 25% CDW exhibited superior performance. This mix achieved the highest dry density of 793.55 kg/m³ at 28 days, along with maximum ultrasonic pulse velocity, indicating improved internal compactness. Rebound hammer strength and compressive strength also peaked at this composition, confirming enhanced surface hardness and load-carrying capacity due to improved particle packing and pozzolanic activity. Beyond the optimum level, higher CDW content resulted in increased porosity and reduced mechanical performance. Machine learning models, particularly Gradient Boosting (GB) and Random Forest (RF), demonstrated excellent predictive accuracy with R² values exceeding 0.95 for all properties. The results confirm that controlled use of industrial and construction wastes can produce high-performance, low-carbon mortar systems.

Abstract Image

利用工业副产品和再生骨料的可持续生态砂浆开发:一项实验和预测研究
本研究评估了粉煤灰(FA)和石灰石(LS)粉作为部分粘结剂替代品和建筑和拆除垃圾(CDW)作为替代细骨料的可持续砂浆的性能。粉煤灰和石灰石粉替代水泥的比例高达24%,而天然砂的比例高达100%,保持了0.45的水胶比和0.3%的椰子纤维含量。实验结果表明,粉煤灰6%、石灰石粉6%、CDW 25%的优化掺量具有较好的性能。该混合物在28天内达到了793.55 kg/m³的最高干密度,以及最大的超声波脉冲速度,表明内部致密性得到了改善。回弹锤强度和抗压强度也在这种成分中达到峰值,证实了由于颗粒堆积和火山灰活性的改善,表面硬度和承载能力得到了提高。超过最佳水平,高CDW含量会导致孔隙度增加,机械性能降低。机器学习模型,特别是梯度增强(GB)和随机森林(RF),表现出出色的预测精度,所有属性的R²值超过0.95。研究结果证实,控制工业和建筑垃圾的使用可以生产高性能、低碳的砂浆系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Asian Journal of Civil Engineering
Asian Journal of Civil Engineering Engineering-Civil and Structural Engineering
CiteScore
2.70
自引率
0.00%
发文量
121
期刊介绍: The Asian Journal of Civil Engineering (Building and Housing) welcomes articles and research contributions on topics such as:- Structural analysis and design - Earthquake and structural engineering - New building materials and concrete technology - Sustainable building and energy conservation - Housing and planning - Construction management - Optimal design of structuresPlease note that the journal will not accept papers in the area of hydraulic or geotechnical engineering, traffic/transportation or road making engineering, and on materials relevant to non-structural buildings, e.g. materials for road making and asphalt.  Although the journal will publish authoritative papers on theoretical and experimental research works and advanced applications, it may also feature, when appropriate:  a) tutorial survey type papers reviewing some fields of civil engineering; b) short communications and research notes; c) book reviews and conference announcements.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书