Ascertaining the Environmental Advantages of Pavement Designs Incorporating Recycled Content through a Parametric and Probabilistic Approach

IF 11.3 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL 环境科学与技术 Pub Date : 2025-01-24 DOI:10.1021/acs.est.4c11705
Zhaoxing Wang, Joao Santos, Chunli Chu, Qingshi Tu, Morten Birkved, Dan Chong, Yuan Chang, Huimin Chang, Ming Xu, Wim Van den bergh, Zhi Cao
{"title":"Ascertaining the Environmental Advantages of Pavement Designs Incorporating Recycled Content through a Parametric and Probabilistic Approach","authors":"Zhaoxing Wang, Joao Santos, Chunli Chu, Qingshi Tu, Morten Birkved, Dan Chong, Yuan Chang, Huimin Chang, Ming Xu, Wim Van den bergh, Zhi Cao","doi":"10.1021/acs.est.4c11705","DOIUrl":null,"url":null,"abstract":"Reclaimed asphalt pavement (RAP) is a widely used end-of-life (EoL) material in asphalt pavements to increase the material circularity. However, the performance loss due to using RAP in the asphalt binder layer often requires a thicker layer, leading to additional material usage, energy consumption, and transportation effort. In this study, we developed a parametric and probabilistic life cycle assessment (LCA) framework to robustly compare various pavement designs incorporating recycled materials. Our framework is built upon thermodynamic and physical principles to reveal the complex relationship among the parameters. Mechanistic-Empirical Pavement Design Guide (MEPDG) models and Highway Development Management (HDM4) models are integrated into the framework to estimate pavement roughness and vehicle fuel consumption during the use phase. The pedigree approach and Monte Carlo simulation are integrated into the framework to reflect data uncertainty at the parameter level. We applied the framework to evaluate 66 Flemish motorway segments, revealing that using RAP in the binder layer with increased thickness does not necessarily guarantee lower greenhouse gas (GHG) emissions for pavement construction. However, it may lead to lower GHG emissions due to fuel savings when considering the use phase, highlighting the vital role of the use phase in pavement LCA. Our global sensitivity analysis highlights several contributors (out of 87 parameters) to GHG emissions variance depending on the LCA scope: fuel consumption during the use phase, transport distances, mass of fine aggregate, and machine power and machine productivity during pavement construction. Reducing uncertainties in these parameters can decrease the variance by up to 60%, enhancing discernibility by up to 11%. In conclusion, our parametric and probabilistic LCA framework provides a nuanced understanding when comparing various pavement designs incorporating recycled content, enabling robust decision-making through improved data quality.","PeriodicalId":36,"journal":{"name":"环境科学与技术","volume":"206 1","pages":""},"PeriodicalIF":11.3000,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"环境科学与技术","FirstCategoryId":"1","ListUrlMain":"https://doi.org/10.1021/acs.est.4c11705","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0

Abstract

Reclaimed asphalt pavement (RAP) is a widely used end-of-life (EoL) material in asphalt pavements to increase the material circularity. However, the performance loss due to using RAP in the asphalt binder layer often requires a thicker layer, leading to additional material usage, energy consumption, and transportation effort. In this study, we developed a parametric and probabilistic life cycle assessment (LCA) framework to robustly compare various pavement designs incorporating recycled materials. Our framework is built upon thermodynamic and physical principles to reveal the complex relationship among the parameters. Mechanistic-Empirical Pavement Design Guide (MEPDG) models and Highway Development Management (HDM4) models are integrated into the framework to estimate pavement roughness and vehicle fuel consumption during the use phase. The pedigree approach and Monte Carlo simulation are integrated into the framework to reflect data uncertainty at the parameter level. We applied the framework to evaluate 66 Flemish motorway segments, revealing that using RAP in the binder layer with increased thickness does not necessarily guarantee lower greenhouse gas (GHG) emissions for pavement construction. However, it may lead to lower GHG emissions due to fuel savings when considering the use phase, highlighting the vital role of the use phase in pavement LCA. Our global sensitivity analysis highlights several contributors (out of 87 parameters) to GHG emissions variance depending on the LCA scope: fuel consumption during the use phase, transport distances, mass of fine aggregate, and machine power and machine productivity during pavement construction. Reducing uncertainties in these parameters can decrease the variance by up to 60%, enhancing discernibility by up to 11%. In conclusion, our parametric and probabilistic LCA framework provides a nuanced understanding when comparing various pavement designs incorporating recycled content, enabling robust decision-making through improved data quality.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
通过参数化和概率方法确定含有再生材料的路面设计的环境优势
再生沥青路面(RAP)是一种广泛应用于沥青路面的报废材料,以增加材料的循环度。然而,由于在沥青粘合剂层中使用RAP而造成的性能损失通常需要更厚的层,从而导致额外的材料使用、能源消耗和运输工作量。在这项研究中,我们开发了一个参数化和概率生命周期评估(LCA)框架,以稳健地比较采用回收材料的各种路面设计。我们的框架建立在热力学和物理原理的基础上,以揭示参数之间的复杂关系。机械-经验路面设计指南(MEPDG)模型和公路开发管理(HDM4)模型被整合到框架中,以估计使用阶段的路面粗糙度和车辆油耗。谱系方法和蒙特卡罗模拟被集成到框架中,以反映参数级别的数据不确定性。我们应用该框架对66个佛兰德高速公路路段进行了评估,结果表明,在增加厚度的粘结层中使用RAP并不一定能保证路面施工的温室气体(GHG)排放量降低。然而,在考虑使用阶段时,由于节省燃料,可能导致温室气体排放量降低,突出了使用阶段在路面LCA中的重要作用。我们的全球敏感性分析突出了影响温室气体排放差异的几个因素(在87个参数中),这些因素取决于LCA范围:使用阶段的燃料消耗、运输距离、细骨料质量、路面施工期间的机器功率和机器生产率。减少这些参数的不确定性可以减少高达60%的方差,提高高达11%的可识别性。综上所述,我们的参数化和概率化LCA框架在比较包含回收材料的各种路面设计时提供了细致的理解,通过提高数据质量实现了稳健的决策。
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 去求助
来源期刊
环境科学与技术
环境科学与技术 环境科学-工程:环境
CiteScore
17.50
自引率
9.60%
发文量
12359
审稿时长
2.8 months
期刊介绍: Environmental Science & Technology (ES&T) is a co-sponsored academic and technical magazine by the Hubei Provincial Environmental Protection Bureau and the Hubei Provincial Academy of Environmental Sciences. Environmental Science & Technology (ES&T) holds the status of Chinese core journals, scientific papers source journals of China, Chinese Science Citation Database source journals, and Chinese Academic Journal Comprehensive Evaluation Database source journals. This publication focuses on the academic field of environmental protection, featuring articles related to environmental protection and technical advancements.
期刊最新文献
Strategies for Improving Carbon Emission Efficiency of Municipal Solid Waste Management System in Western China: A Transition toward Environmental Equity Air Quality Alerts, Health Impacts, and Adaptation Implications Under Varying Climate Policy Inorganic Scaling in Electrodialysis: Mechanistic Insights and Impact on Energy Efficiency and Ion Selectivity Integrating Iron Isotope and Oxidation State Measurements with In Situ Vibrational Spectroscopy to Understand Iron Dissolution during Atmospheric Processing of Iron Oxides in Wildfire Smoke Olivine-Induced Alkalinity Enhancement Amplifies Phytoplankton Carbon Export Efficiency
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1