Rejuvenation of bituminous RAP mastics: an FTIR-based study

IF 3.9 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY
Mohsen Motevalizadeh, Konrad Mollenhauer
{"title":"Rejuvenation of bituminous RAP mastics: an FTIR-based study","authors":"Mohsen Motevalizadeh,&nbsp;Konrad Mollenhauer","doi":"10.1617/s11527-025-02795-7","DOIUrl":null,"url":null,"abstract":"<div><p>This study examines the rejuvenation mechanisms in bituminous RAP mastics using Fourier transform infrared (FTIR) spectroscopy and multivariate discriminant analysis. The chemical interactions between RAP binders, virgin bitumen, warm mix additives, and two commercial rejuvenators (RJs) were evaluated to determine their effectiveness in restoring aged binders on the chemical level. A hybrid approach combining partial least squares regression and linear discriminant analysis (PLSR–LDA) was applied to extract latent variables, classify samples, and identify critical wavenumbers associated with rejuvenation. The findings indicate that Sylvaroad mitigates oxidation effects, particularly around ~ 1770–1725 cm<sup>−1</sup>, while Storflux primarily influences methyl bending near 1370–1360 cm<sup>−1</sup>. Despite these effects, irreversible oxidative aging remains evident in the 1300–1160 cm<sup>−1</sup> range, linked to oxygen-containing compounds, suggesting that complete restoration of binder chemical alteration is unattainable. Additionally, mineral composition markers, particularly in the 489–446 cm<sup>−1</sup> and 590–555 cm<sup>−1</sup> ranges, persist as key indicators for distinguishing varying RAP contents after rejuvenation.</p></div>","PeriodicalId":691,"journal":{"name":"Materials and Structures","volume":"58 9","pages":""},"PeriodicalIF":3.9000,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1617/s11527-025-02795-7.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Materials and Structures","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1617/s11527-025-02795-7","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

This study examines the rejuvenation mechanisms in bituminous RAP mastics using Fourier transform infrared (FTIR) spectroscopy and multivariate discriminant analysis. The chemical interactions between RAP binders, virgin bitumen, warm mix additives, and two commercial rejuvenators (RJs) were evaluated to determine their effectiveness in restoring aged binders on the chemical level. A hybrid approach combining partial least squares regression and linear discriminant analysis (PLSR–LDA) was applied to extract latent variables, classify samples, and identify critical wavenumbers associated with rejuvenation. The findings indicate that Sylvaroad mitigates oxidation effects, particularly around ~ 1770–1725 cm−1, while Storflux primarily influences methyl bending near 1370–1360 cm−1. Despite these effects, irreversible oxidative aging remains evident in the 1300–1160 cm−1 range, linked to oxygen-containing compounds, suggesting that complete restoration of binder chemical alteration is unattainable. Additionally, mineral composition markers, particularly in the 489–446 cm−1 and 590–555 cm−1 ranges, persist as key indicators for distinguishing varying RAP contents after rejuvenation.

基于fir的沥青RAP胶料再生研究
本研究利用傅里叶变换红外光谱(FTIR)和多元判别分析探讨了沥青RAP胶料的再生机理。研究人员评估了RAP粘结剂、原生沥青、温混合添加剂和两种商用再生剂(RJs)之间的化学相互作用,以确定它们在化学水平上恢复老化粘结剂的有效性。采用偏最小二乘回归和线性判别分析(PLSR-LDA)相结合的混合方法提取潜在变量,对样本进行分类,并确定与返老还老相关的关键波数。研究结果表明,Sylvaroad减轻了氧化效应,特别是在~ 1770-1725 cm−1附近,而Storflux主要影响1370-1360 cm−1附近的甲基弯曲。尽管存在这些影响,但在1300-1160 cm−1范围内,与含氧化合物有关的不可逆氧化老化仍然很明显,这表明粘合剂化学变化的完全恢复是不可能实现的。此外,矿物组成标记物,特别是489-446 cm - 1和590-555 cm - 1范围内的矿物组成标记物,仍然是区分再生后RAP含量变化的关键指标。
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
Materials and Structures
Materials and Structures 工程技术-材料科学:综合
CiteScore
6.40
自引率
7.90%
发文量
222
审稿时长
5.9 months
期刊介绍: Materials and Structures, the flagship publication of the International Union of Laboratories and Experts in Construction Materials, Systems and Structures (RILEM), provides a unique international and interdisciplinary forum for new research findings on the performance of construction materials. A leader in cutting-edge research, the journal is dedicated to the publication of high quality papers examining the fundamental properties of building materials, their characterization and processing techniques, modeling, standardization of test methods, and the application of research results in building and civil engineering. Materials and Structures also publishes comprehensive reports prepared by the RILEM’s technical committees.
×
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