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Bird’s-eye view of recycled solid wastes in road engineering 道路工程中回收固体废物的鸟瞰图
Pub Date : 2024-06-01 DOI: 10.1016/j.jreng.2024.05.002
Zhuangzhuang Liu , Tengteng Feng , Xingyi Zhu , Jie Gao , Kui Hu , Meng Guo , Fan Gu , Feng Li

Recent trends in road engineering have explored the potential of incorporating recycled solid wastes into infrastructures that including pavements, bridges, tunnels, and accessory structures. The utilization of solid wastes is expected to offer sustainable solutions to waste recycling while enhancing the performance of roads. This review provides an extensive analysis of the recycling of three main types of solid wastes for road engineering purposes: industrial solid waste, infrastructure solid waste, and municipal life solid waste. Industrial solid wastes suitable for road engineering generally include coal gangue, fly ash, blast furnace slag, silica fume, and steel slag, etc. Infrastructure solid wastes recycled in road engineering primarily consist of construction & demolition waste, reclaimed asphalt pavements, and recycled cement concrete. Furthermore, recent exploration has extended to the utilization of municipal life solid wastes, such as incinerated bottom ash, glass waste, electronics waste, plastic waste, and rubber waste in road engineering applications. These recycled solid wastes are categorized into solid waste aggregates, solid waste cements, and solid waste fillers, each playing distinct roles in road infrastructure. Roles of solid waste acting aggregates, cements, and fillers in road infrastructures were fully investigated, including their pozzolanic properties, integration effects to virgin materials, modification or enhancement solutions, engineering performances. Utilization of these materials not only addresses the challenge of waste management but also offers environmental benefits aiming carbon neutral and contributes to sustainable infrastructure development. However, challenges such as variability in material properties, environmental impact mitigation, secondary pollution to environment by leaching, and concerns regarding long-term performance need to be further addressed. Despite these challenges, the recycled solid wastes hold immense potential in revolutionizing road construction practices and fostering environmental stewardship. This review delves into a bird’s-eye view of the utilization of recycled solid wastes in road engineering, highlighting advances, benefits, challenges, and future prospects.

道路工程的最新趋势是探索将回收的固体废弃物纳入基础设施(包括路面、桥梁、隧道和附属结构)的潜力。固体废物的利用有望为废物回收提供可持续的解决方案,同时提高道路的性能。本综述广泛分析了道路工程中三种主要固体废弃物的回收利用:工业固体废弃物、基础设施固体废弃物和城市生活固体废弃物。适用于道路工程的工业固体废物一般包括煤矸石、粉煤灰、高炉渣、硅灰和钢渣等。道路工程中回收的基础设施固体废弃物主要包括建筑废料、拆除废料、再生沥青路面和再生水泥混凝土。此外,最近的探索还扩展到城市生活固体废弃物的利用,如焚烧底灰、玻璃废料、电子废料、塑料废料和橡胶废料在道路工程中的应用。这些回收的固体废弃物分为固体废弃物集料、固体废弃物水泥和固体废弃物填料,它们在道路基础设施中发挥着不同的作用。我们充分研究了固体废弃物骨料、水泥和填料在道路基础设施中的作用,包括它们的胶凝特性、与原始材料的整合效果、改性或增强解决方案以及工程性能。这些材料的利用不仅解决了废物管理的难题,还带来了环境效益,实现了碳中和,促进了基础设施的可持续发展。然而,材料特性的可变性、环境影响的缓解、沥滤对环境的二次污染以及对长期性能的担忧等挑战需要进一步解决。尽管存在这些挑战,但回收的固体废弃物在彻底改变道路建设实践和促进环境管理方面具有巨大的潜力。本综述深入探讨了道路工程中再生固体废弃物的利用,重点介绍了其进展、益处、挑战和未来前景。
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引用次数: 0
A systematic review of rigid-flexible composite pavement 刚柔复合路面系统性审查
Pub Date : 2024-06-01 DOI: 10.1016/j.jreng.2024.02.001
Zhaohui Liu, Shiqing Yu, You Huang, Li Liu, Yu Pan

Rigid-flexible composite pavement has gained significant popularity in recent decades. This paper provides a comprehensive review of the research progress concerning rigid-flexible composite pavement, aiming to promote its application and address key issues while identifying future directions. The design theory and methodology of rigid-flexible composite pavement are discussed, followed by a description of its structural and mechanical behavior characteristics. The load stress, temperature stress, and their interactive effects between the asphalt layer and the rigid base were analyzed. It is clarified that the asphalt layer serves a dual role as both a “functional layer” and a “structural layer”. Typical distresses of rigid-flexible composite pavement, which primarily occur in the asphalt layer, were discussed. These distresses include reflective cracking, top-down cracking, rutting, and compressive-shear failure. Generally, the integrity of the rigid base and the interlaminar bonding conditions significantly impact the performance and distress of the asphalt layer. The technology for enhancing the performance of rigid-flexible composite pavement is summarized in three aspects: asphalt layer properties, rigid base integrity, and interlaminar bonding condition. The study concludes that developing high-performance pavement materials based on their structural behaviors is an effective approach to improve the performance and durability of rigid-flexible composite pavement. The integrated design of structure and materials represents the future direction of road design.

近几十年来,刚柔复合路面得到了广泛应用。本文全面回顾了刚柔复合材料路面的研究进展,旨在推广其应用,解决关键问题,同时明确未来发展方向。本文首先讨论了刚柔复合材料路面的设计理论和方法,然后介绍了其结构和力学行为特征。分析了沥青层和刚性基层之间的荷载应力、温度应力及其交互影响。明确了沥青层作为 "功能层 "和 "结构层 "的双重作用。讨论了主要发生在沥青层的刚柔复合路面典型损坏。这些问题包括反射裂缝、自上而下裂缝、车辙和压缩剪切破坏。一般来说,刚性基层的完整性和层间粘结条件会对沥青层的性能和困境产生重大影响。提高刚柔复合路面性能的技术归纳为三个方面:沥青层性能、刚性基层完整性和层间粘结条件。研究认为,根据路面材料的结构行为开发高性能路面材料是提高刚柔复合路面性能和耐久性的有效方法。结构与材料的综合设计代表了道路设计的未来方向。
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引用次数: 0
Use of bio-based products towards more sustainable road paving binders: A state-of-the-art review 使用生物基产品,实现更可持续的道路铺设粘合剂:最新技术综述
Pub Date : 2024-06-01 DOI: 10.1016/j.jreng.2024.04.002
Alessio Musco, Giulia Tarsi, Piergiorgio Tataranni, Ernesto Salzano, Cesare Sangiorgi

Many industrial sectors exploit fossil sources to develop useful and necessary materials for our needs, such as bituminous paving materials. Bitumen, a key component of asphalt mixtures, is derived from oil refining and its properties are influenced by the crude oil source and refining process, resulting in a significant carbon footprint. With growing awareness of resource depletion and environmental concerns, pavement researchers are exploring sustainable alternatives to reduce dependence on fossil sources. This includes a rising trend in using renewable materials like biomasses to produce bio-based binders as substitutes for bitumen, aiming for a more sustainable approach. Biomasses, including vegetal and animal wastes, and waste cooking oils, as substitutes for crude oil in the production of bio-binders. Through thermochemical conversion (TCC), such as pyrolysis, biomasses can be converted into bio-char and bio-oils, which can replace fossil-based components in binders. Researchers have utilized these bio-products to reduce the dependency on fossil fuels in binders. However, there are no set minimum requirements for bio-components in bio-based binders. As the percentage of replaced bitumen increases, various types of binders are produced, including modified bitumen, extended bitumen, and alternative binders, where the fossil replacement is gradual. Overall rheological tests on bio-binders, reveal that those containing bio-char exhibit increased viscosity, stiffness, rutting resistance, and sometimes antioxidant properties. Conversely, bio-binders with bio-oils as bitumen substitutes show poorer performance at high temperatures but improved behavior at low temperatures. These results suggest that bio-binders could provide versatile solutions for various climatic and loading conditions in road construction. However, the development of pavement mixtures based on bio-binders has not been studied in depth and requires further attention to unlock its full potential. As sustainability considerations, including life cycle assessments (LCA) and life cycle cost analyses (LCC), are crucial aspects for future studies. It is essential not only to collect data on the performance characteristics of bio-binders but also to understand their environmental impact and recyclability. In-depth evaluations using methods such as LCA and LCC will provide valuable insights into the overall sustainability and long-term viability of these products.

许多工业部门利用化石资源来开发我们所需的有用和必要材料,例如沥青铺路材料。沥青是沥青混合料的主要成分,它来自于石油提炼,其特性受到原油来源和提炼过程的影响,从而产生大量的碳足迹。随着人们对资源枯竭和环境问题的日益关注,路面研究人员正在探索可持续的替代品,以减少对化石资源的依赖。其中包括使用生物质等可再生材料生产生物基粘结剂作为沥青的替代品,以实现更可持续发展的趋势。生物质,包括植物和动物废料以及废弃食用油,可在生物粘合剂生产中替代原油。通过热化学转化(TCC),如热解,生物质可以转化为生物炭和生物油,从而替代粘合剂中的化石成分。研究人员利用这些生物产品减少了粘合剂对化石燃料的依赖。然而,生物基粘合剂中的生物成分并没有设定最低要求。随着替代沥青比例的增加,生产出了各种类型的粘合剂,包括改性沥青、扩展沥青和替代粘合剂,其中化石替代是渐进的。对生物粘合剂进行的总体流变学测试表明,含有生物炭的生物粘合剂具有更高的粘度、刚度、抗车辙性,有时还具有抗氧化性。相反,用生物油替代沥青的生物粘合剂在高温下性能较差,但在低温下性能有所改善。这些结果表明,生物粘合剂可以为道路建设中的各种气候和负载条件提供多功能解决方案。然而,基于生物粘结剂的路面混合物的开发尚未得到深入研究,需要进一步关注,以充分挖掘其潜力。对可持续性的考虑,包括生命周期评估(LCA)和生命周期成本分析(LCC),是未来研究的重要方面。不仅要收集有关生物粘合剂性能特点的数据,还要了解它们对环境的影响和可回收性。使用生命周期评估和生命周期成本分析等方法进行深入评估,将为了解这些产品的整体可持续性和长期可行性提供宝贵的见解。
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引用次数: 0
Automation in road distress detection, diagnosis and treatment 道路故障检测、诊断和处理自动化
Pub Date : 2024-03-01 DOI: 10.1016/j.jreng.2024.01.005
Xu Yang , Jianqi Zhang , Wenbo Liu , Jiayu Jing , Hao Zheng , Wei Xu

Road transportation plays a crucial role in society and daily life, as the functioning and durability of roads can significantly impact a nation's economic development. In the whole life cycle of the road, the emergence of disease is unavoidable, so it is necessary to adopt relevant technical means to deal with the disease. This study comprehensively reviews the advancements in computer vision, artificial intelligence, and mobile robotics in the road domain and examines their progress and applications in road detection, diagnosis, and treatment, especially asphalt roads. Specifically, it analyzes the research progress in detecting and diagnosing surface and internal road distress and related techniques and algorithms are compared. In addition, also introduces various road governance technologies, including automated repairs, intelligent construction, and path planning for crack sealing. Despite their proven effectiveness in detecting road distress, analyzing diagnoses, and planning maintenance, these technologies still confront challenges in data collection, parameter optimization, model portability, system accuracy, robustness, and real-time performance. Consequently, the integration of multidisciplinary technologies is imperative to enable the development of an integrated approach that includes road detection, diagnosis, and treatment. This paper addresses the challenges of precise defect detection, condition assessment, and unmanned construction. At the same time, the efficiency of labor liberation and road maintenance is achieved, and the automation level of the road engineering industry is improved.

道路交通在社会和日常生活中起着至关重要的作用,因为道路的功能和耐久性会对一个国家的经济发展产生重大影响。在道路的整个生命周期中,病害的出现是不可避免的,因此有必要采用相关技术手段来处理病害。本研究全面回顾了计算机视觉、人工智能和移动机器人技术在道路领域的进展,并考察了其在道路检测、诊断和处理(尤其是沥青道路)方面的进展和应用。具体而言,它分析了检测和诊断表面和内部道路塌陷的研究进展,并对相关技术和算法进行了比较。此外,还介绍了各种道路治理技术,包括自动修复、智能施工和裂缝密封的路径规划。尽管这些技术在检测道路病害、分析诊断和规划维护方面的有效性已得到证实,但它们在数据收集、参数优化、模型可移植性、系统准确性、鲁棒性和实时性方面仍面临挑战。因此,必须整合多学科技术,才能开发出包括道路检测、诊断和处理在内的综合方法。本文探讨了精确缺陷检测、状况评估和无人施工所面临的挑战。同时,实现劳动力解放和道路养护的高效化,提高道路工程行业的自动化水平。
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引用次数: 0
Long-term performance of recycled asphalt mixtures containing high RAP and RAS 含有高油漆和再生沥青瓦的再生沥青混合物的长期性能
Pub Date : 2024-03-01 DOI: 10.1016/j.jreng.2024.01.003
Jiangmiao Yu , Zengyao Lin , Guilian Zou , Huayang Yu , Zhen Leng , Yuan Zhang

The application of reclaimed asphalt pavement (RAP) and reclaimed asphalt shingles (RAS) on asphalt pavement can reduce the asphalt paving cost, conserve energy and protect the environment. However, the use of high contents of RAP and RAS in asphalt pavement may lead to durability issues, especially the fatigue cracking and thermal cracking. It is necessary to conduct a series of analyses on asphalt mixtures containing high RAP and RAS, and seek methods to enhance their long-term performance. This paper provides a comprehensive over-view of the long-term performance of recycled asphalt mixtures containing high contents of RAP and RAS. The findings in this research show that rutting resistance of high recycled asphalt mixtures is not a concern, whereas their resistance to fatigue and thermal cracking is not conclusive. Recycling agents can be used to improve the thermal cracking resistance of high recycled asphalt mixtures. An optimum decision on recycling agents will improve the durability properties of high recycled asphalt mixtures. It is recommended that to use a balanced mixture design approach with testing of the blended asphalt binders will provide better understanding of long-term performance of recycled asphalt mixtures containing high RAP and RAS.

在沥青路面上应用再生沥青路面(RAP)和再生沥青瓦(RAS)可以降低沥青铺设成本、节约能源和保护环境。然而,在沥青路面中使用高含量的 RAP 和 RAS 可能会导致耐久性问题,尤其是疲劳开裂和热开裂。因此,有必要对含有高 RAP 和 RAS 的沥青混合料进行一系列分析,并寻求提高其长期性能的方法。本文对高含量 RAP 和 RAS 再生沥青混合料的长期性能进行了全面综述。研究结果表明,高含量再生沥青混合料的抗车辙性能并不令人担忧,而其抗疲劳强度和抗热裂性能却没有定论。再生剂可用于提高高再生沥青混合料的抗热裂性能。对再生剂的最佳选择将改善高再生沥青混合料的耐久性能。建议采用平衡混合料设计方法,并对混合沥青胶结料进行测试,这样可以更好地了解含有高 RAP 和 RAS 的再生沥青混合料的长期性能。
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引用次数: 0
Modelling of the variation of granular base materials resilient modulus with material characteristics and humidity conditions 粒状基础材料弹性模量随材料特性和湿度条件变化的模型制作
Pub Date : 2024-03-01 DOI: 10.1016/j.jreng.2024.01.001
Jean-Pascal Bilodeau , Erdrick Leandro Pérez-González , Ali Saeidi

This study aims to quantify the susceptibility of granular materials used in pavements to changes in moisture content and propose a correlation model to incorporate this susceptibility into seasonal analyses. The fines content and the percentage of fractured coarse aggregates were identified as direct indicators of the resilient modulus susceptibility to changes in water content. The results showed that the percentage of fractured coarse aggregates particles (FR) has a more significant impact on the resilient modulus (Er) of crushed granular materials used in pavement construction than the combined indicator of the fines content and sample volumetrics (nf). Crushed granular materials with a higher percentage of fractured coarse aggregates are relatively insensitive to changes in the degree of saturation, but become more sensitive as the fine fraction porosity decreases. An adjusted model was proposed based on the existing formulation, but considers a complex parameter to describe and adjust the sensitivity of base granular materials to variations in moisture content with respect to fabrication characteristics, fines content and volumetric properties. The model shows that the variation of Er values is below ±10% for fully crushed granular materials. However, it reaches approximately ±12% for materials with 75% of crushed coarse aggregates and +40% and −25% for materials with FR ​= ​50%. This model could help select good aggregates characteristics and adjust grain-size distribution for environments where significant moisture content variations can occur in the pavement system, such as in the Province of Quebec (Canada). As it is based on parameters that can be easily determined or estimated, it also represents a valuable tool for detailed design and analysis that can consider material characteristics.

本研究旨在量化用于路面的颗粒材料对含水量变化的敏感性,并提出一个相关模型,将这种敏感性纳入季节性分析。细粒含量和碎裂粗集料百分比被确定为弹性模量易受含水量变化影响的直接指标。结果表明,与细粒含量和样品体积(nf)这两个综合指标相比,碎裂粗集料颗粒百分比(FR)对路面施工中使用的碎石颗粒材料的回弹模量(Er)的影响更为显著。碎裂粗集料比例较高的碎石材料对饱和度的变化相对不敏感,但随着细集料孔隙率的降低而变得更加敏感。在现有公式的基础上提出了一个调整模型,但考虑了一个复杂的参数,用于描述和调整基质颗粒材料对含水量变化的敏感性与制造特征、细粒含量和体积特性的关系。模型显示,对于完全粉碎的颗粒材料,Er 值的变化低于 ±10%。然而,对于粗集料破碎率为 75% 的材料,其 Er 值变化率约为±12%;对于 FR = 50% 的材料,其 Er 值变化率分别为 +40% 和 -25%。该模型可帮助选择具有良好特性的集料,并调整粒度分布,以适应路面系统中可能出现显著含水量变化的环境,如加拿大魁北克省。由于该模型基于易于确定或估算的参数,因此对于考虑材料特性的详细设计和分析而言,它也是一个非常有价值的工具。
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引用次数: 0
Review on dynamic analysis of road pavements under moving vehicles and plane strain conditions 移动车辆和平面应变条件下的路面动态分析综述
Pub Date : 2024-03-01 DOI: 10.1016/j.jreng.2024.01.002
Edmond V. Muho , Niki D. Beskou

This paper reviews works on the dynamic analysis of flexible and rigid pavements under moving vehicles on the basis of continuum-based plane strain models and linear theories. The purpose of this review is to provide information about the existing works on the subject, critically discuss them and make suggestions for further research. The reviewed papers are presented on the basis of the various models for pavement-vehicle systems and the various methods for dynamically analyzing these systems. Flexible pavements are modeled by a homogeneous or layered half-plane with isotropic or anisotropic and linear elastic, viscoelastic or poroelastic material behavior. Rigid pavements are modeled by a beam or plate on a homogeneous or layered half-plane with material properties like the ones for flexible pavements. The vehicles are modeled as concentrated or distributed over a finite area loads moving with constant or time dependent speed. The above pavement-vehicle models are dynamically analyzed by analytical, analytical/numerical or purely numerical methods working in the time or frequency domain. Representative examples are presented to illustrate the models and methods of analysis, demonstrate their merits and assess the effects of the various parameters on pavement response. The paper closes with conclusions and suggestions for further research in the area. The significance of this research effort has to do with the presentation of the existing literature on the subject in a critical and easy to understand way with the aid of representative examples and the identification of new research areas.

本文以基于连续体的平面应变模型和线性理论为基础,对行驶车辆作用下的柔性和刚性路面的动态分析进行了综述。综述的目的是提供有关该主题的现有工作的信息,对其进行批判性讨论,并为进一步研究提出建议。综述论文以路面-车辆系统的各种模型和对这些系统进行动态分析的各种方法为基础进行介绍。柔性路面是由各向同性或各向异性、线性弹性、粘弹性或孔弹性材料行为的均质或分层半平面建模的。刚性路面的模型是均质或分层半平面上的梁或板,其材料特性与柔性路面相同。车辆被模拟为在有限区域内以恒定或随时间变化的速度集中或分散移动的载荷。上述路面-车辆模型可通过时域或频域分析、分析/数值或纯数值方法进行动态分析。文中列举了具有代表性的例子,以说明这些模型和分析方法,展示它们的优点,并评估各种参数对路面响应的影响。论文最后提出了结论和在该领域开展进一步研究的建议。这项研究工作的意义在于,借助代表性实例,以批判和易于理解的方式介绍了有关该主题的现有文献,并确定了新的研究领域。
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引用次数: 0
Progression of e-ticketing implementation for state transportation agencies for asphalt materials 州运输机构沥青材料电子票证实施进展情况
Pub Date : 2024-03-01 DOI: 10.1016/j.jreng.2023.03.003
Joshua Withrow , Gabriel B. Dadi , Hala Nassereddine

E-ticketing, which has been promoted by the Federal Highway Administration (FHWA) “every day counts” (EDC) initiative, utilizes software applications to digitally track and store information regarding highway construction materials paid by state transportation agencies (STAs) by weight in unit bid contract structures. STAs often face implementation barriers such as institutional inertia, or the resistance by stakeholders to adopt changes from the status quo, including new technologies. The purpose of this paper is to determine the progression of STA e-ticketing policy adoption, specifically with a focus on asphalt paving operations, due to the COVID-19 pandemic. To accomplish this research effort, previous FHWA data, National Cooperative Highway Research Program (NCHRP) data, and other literatures are reviewed to determine an implementation baseline. Additional data is collected from the American Association of State Highway and Transportation Officials Committee on Construction to gain current feedback from STAs and their highway contractor partners after the COVID-19 pandemic. Additionally, a case study featuring the Kentucky Transportation Cabinet (KYTC), the Kentucky Association of Highway Contractors (KAHC), and the Plantmix Asphalt Industry of Kentucky (PAIKY) is performed to provide more in-depth analysis. The major finding includes a statistically significant result indicating increased implementation of e-ticketing for asphalt operations within the last two years, along with noting benefits including employee safety, task loading, and project documentation along with concerns regarding cellular connectivity and procurement responsibilities. These findings indicate the importance of STAs investing in partnership with contractors to improve stakeholder buy-in before proceeding towards e-ticketing adoption.

联邦公路管理局(FHWA)的 "每天都重要"(EDC)计划推广的电子票据,利用应用软件对各州运输机构(STA)在单位投标合同结构中按重量支付的公路建筑材料信息进行数字化跟踪和存储。州运输机构在实施过程中经常会遇到一些障碍,如机构的惰性,或利益相关者对改变现状(包括采用新技术)的抵触情绪。本文旨在确定 STA 电子票据政策的采用进展情况,特别是由于 COVID-19 的流行,重点关注沥青摊铺作业。为了完成这项研究工作,我们查阅了联邦公路交通管理局之前的数据、国家合作公路研究计划(NCHRP)数据以及其他文献资料,以确定实施基线。此外,还从美国州公路与运输官员协会施工委员会收集了更多数据,以获得 STA 及其公路承包商合作伙伴在 COVID-19 大流行后的最新反馈。此外,还对肯塔基州交通内阁 (KYTC)、肯塔基州公路承包商协会 (KAHC) 和肯塔基州沥青混合料行业 (PAIKY) 进行了案例研究,以提供更深入的分析。主要发现包括一项具有统计学意义的结果,表明在过去两年中,沥青作业电子票据的实施率有所提高,同时还指出了包括员工安全、任务负荷和项目文档在内的好处,以及对蜂窝连接和采购责任的担忧。这些研究结果表明,在采用电子票务之前,沥青拌和站必须与承包商建立合作伙伴关系,以提高利益相关者的认可度。
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引用次数: 0
Intelligent extraction of road cracks based on vehicle laser point cloud and panoramic sequence images 基于车辆激光点云和全景序列图像的道路裂缝智能提取
Pub Date : 2024-03-01 DOI: 10.1016/j.jreng.2024.01.004
Ming Guo , Li Zhu , Ming Huang , Jie Ji , Xian Ren , Yaxuan Wei , Chutian Gao

In light of the limited efficacy of conventional methods for identifying pavement cracks and the absence of comprehensive depth and location data in two-dimensional photographs, this study presents an intelligent strategy for extracting road cracks. This methodology involves the integration of laser point cloud data obtained from a vehicle-mounted system and a panoramic sequence of images. The study employs a vehicle-mounted LiDAR measurement system to acquire laser point cloud and panoramic sequence image data simultaneously. A convolutional neural network is utilized to extract cracks from the panoramic sequence image. The extracted sequence image is then aligned with the laser point cloud, enabling the assignment of RGB information to the vehicle-mounted three dimensional (3D) point cloud and location information to the two dimensional (2D) panoramic image. Additionally, a threshold value is set based on the crack elevation change to extract the aligned roadway point cloud. The three-dimensional data pertaining to the cracks can be acquired. The experimental findings demonstrate that the use of convolutional neural networks has yielded noteworthy outcomes in the extraction of road cracks. The utilization of point cloud and image alignment techniques enables the extraction of precise location data pertaining to road cracks. This approach exhibits superior accuracy when compared to conventional methods. Moreover, it facilitates rapid and accurate identification and localization of road cracks, thereby playing a crucial role in ensuring road maintenance and traffic safety. Consequently, this technique finds extensive application in the domains of intelligent transportation and urbanization development. The technology exhibits significant promise for use in the domains of intelligent transportation and city development.

鉴于传统方法识别路面裂缝的效果有限,且二维照片中缺乏全面的深度和位置数据,本研究提出了一种提取路面裂缝的智能策略。该方法包括整合车载系统获得的激光点云数据和全景序列图像。研究采用车载激光雷达测量系统,同时获取激光点云和全景序列图像数据。利用卷积神经网络从全景序列图像中提取裂缝。然后将提取的序列图像与激光点云对齐,从而为车载三维(3D)点云分配 RGB 信息,为二维(2D)全景图像分配位置信息。此外,根据裂缝高程变化设置阈值,以提取对齐的路面点云。这样就能获得与裂缝相关的三维数据。实验结果表明,使用卷积神经网络提取道路裂缝取得了显著效果。利用点云和图像配准技术,可以提取与道路裂缝有关的精确位置数据。与传统方法相比,这种方法具有更高的精确度。此外,它还有助于快速准确地识别和定位道路裂缝,从而在确保道路维护和交通安全方面发挥重要作用。因此,这项技术在智能交通和城市化发展领域得到了广泛应用。该技术在智能交通和城市发展领域的应用前景十分广阔。
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引用次数: 0
Low temperature cracking behavior of asphalt binders and mixtures: A review 沥青胶结料和混合料的低温开裂行为:综述
Pub Date : 2023-12-01 DOI: 10.1016/j.jreng.2023.11.001
Meng Guo, Xiupeng Yao, Xiuli Du
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引用次数: 0
期刊
Journal of Road Engineering
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