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Dynamic behavior of ballasted track in rack railway under downhill braking conditions based on experimental and numerical analysis 基于试验和数值分析的有碴轨道下坡制动动力特性
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-30 DOI: 10.1016/j.trgeo.2025.101888
Jiongli Wang, Chunfa Zhao, Zaigang Chen, Jun Fang, Guojun Yang, Qiyu Zhao
Rack railways are increasingly adopted in mountainous transportation networks due to their ability to operate on steep gradients. The gear-rack meshing mechanism introduces additional complexity to the train-track dynamic response. During downhill braking, the combined action of longitudinal braking forces and gravity may destabilize ballast and deform the track structure. This study investigates the dynamic characteristics of ballasted track in rack railways under downhill braking using full-scale field tests and a Multi-Body Dynamics-Discrete Element Method (MBD-DEM) simulation. First, full-scale field tests were carried out on a 120 ‰ gradient rack test line. Using conventional track condition monitoring sensors together with SmartRock sensors, we measured the wheel-rail forces, the accelerations of the rack and rail, the dynamic responses of the sleepers, and the mesoscopic dynamic behavior of ballast particles during emergency braking with different initial train speeds. Subsequently, in order to evaluate the system responses under different gradient levels and a wider range of operating conditions, and to examine in more detail the mesoscopic mechanical behavior within the ballast bed, an MBD-DEM coupled simulation model consistent with the test line was developed. Based on this model, response surface methodology was adopted to analyze the effects of gradient, train speed and braking deceleration on the track system. Results show that downhill braking induces significant axle load redistribution and longitudinal force imbalance. Higher gradients and braking loads exacerbate ballast instability. Response surface analysis indicates that gradient is the dominant factor governing longitudinal sleeper displacement. When gradients exceed 240 ‰, localized ballast instability occurs. Although sleeper displacements remain within the 2 mm safety threshold under the tested conditions, higher gradients or speeds are likely to increase track deformation and structural instability risks.
由于能够在陡峭的坡度上运行,轨道铁路在山区交通网络中越来越多地被采用。齿轮齿条啮合机构给列车-轨道动态响应带来了额外的复杂性。在下坡制动过程中,纵向制动力和重力的共同作用可能导致道砟失稳和轨道结构变形。采用全尺寸现场试验和多体动力学离散元法(MBD-DEM)仿真研究了下坡制动条件下有碴轨道的动力特性。首先,在120‰坡度机架试验线上进行了全尺寸现场试验。利用传统的轨道状态监测传感器和SmartRock传感器,测量了不同初始列车速度下紧急制动时的轮轨力、齿条和轨道加速度、轨枕的动态响应以及道砟颗粒的细观动态行为。随后,为了评估系统在不同梯度水平和更大范围工况下的响应,并更详细地检查压载床内的细观力学行为,建立了与试验线一致的MBD-DEM耦合仿真模型。在此基础上,采用响应面法分析了坡度、列车速度和制动减速度对轨道系统的影响。结果表明,下坡制动引起了明显的轴重分布和纵向力不平衡。更高的坡度和制动载荷加剧了压载物的不稳定性。响应面分析表明,坡度是影响轨枕纵向位移的主要因素。当坡度超过240‰时,发生局部压舱失稳。尽管在测试条件下,轨枕位移保持在2毫米的安全阈值内,但较高的坡度或速度可能会增加轨道变形和结构不稳定的风险。
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引用次数: 0
Incorporation of a hypoplastic material model for sandy soils into a dynamic ALE formulation suitable for structures subjected to moving loads 将砂质土的低塑性材料模型纳入适用于受移动荷载作用的结构的动态ALE公式
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-30 DOI: 10.1016/j.trgeo.2025.101876
Atul Anantheswar , Sebastian Ullmann , Ines Wollny , Sebastian Skatulla , Ivo Herle , Michael Kaliske
Recent research has shown that an Arbitrary Lagrangian Eulerian (ALE) formulation can be leveraged to improve the efficiency of simulating structures subjected to moving loads, such as pavements. However, when modeling pavements, subsoil characteristics are not given much importance recently, and the subsoil is often modeled by simple linear elasticity. In this work, a hypoplastic material model capable of accurately describing the behavior of cohesionless soils, is used to model the subsoil response. Additionally, the calibration of the hypoplastic model to obtain material parameters is described. Further, the logarithmic strain approach to extend this model to finite deformations is detailed, and the incorporation of this material model into a dynamic ALE formulation is explained. Finally, the results of a transient simulation of the pavement response, when subjected to a moving load, are provided.
最近的研究表明,可以利用任意拉格朗日欧拉(ALE)公式来提高模拟受移动荷载作用的结构(如人行道)的效率。然而,目前在路面建模中,地基土特性并未得到重视,地基土模型多采用简单的线弹性模型。在这项工作中,一个能够准确描述无黏性土壤行为的低塑性材料模型被用来模拟底土的响应。此外,还描述了对发育不良模型进行校正以获得材料参数的方法。此外,详细介绍了将该模型扩展到有限变形的对数应变方法,并解释了将该材料模型纳入动态ALE公式的方法。最后,给出了在移动荷载作用下路面响应的瞬态仿真结果。
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引用次数: 0
Predictive modeling and risk zoning for safety of large-section high-speed railway tunnels adjacent to karst caves: a case study of the Chongqing-Kunming high-speed railway tunnel 临近溶洞的大断面高速铁路隧道安全预测建模与风险区划——以渝昆高速铁路隧道为例
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2026-01-06 DOI: 10.1016/j.trgeo.2026.101897
Wenyun Ding , Shunguo Wang , Zude Ding , Yongfa Guo , Zhigang Song , Shangze Feng
Focusing on the core issue of safety impacts during the construction of large-section high-speed railway tunnels adjacent to karst caves, this study comprehensively applied theoretical analysis, orthogonal numerical experiments, and multiple regression methods to systematically investigate the stability of the cave-tunnel system. A predictive model for the critical safety distance was established, and a zoning standard for construction safety influence was developed. The research shows that the surrounding rock grade and the lateral pressure coefficient have a highly significant influence on the critical safety distance, with their impact exceeding that of the geometric parameters of the karst cave and the tunnel burial depth. Through range analysis and analysis of variance, the primary and secondary order of influencing factors under different karst cave locations was clarified, and multiple regression prediction expressions for the critical safety distance were established for five typical karst cave locations: above the vault, outside the spandrel, outside the sidewall, outside the wall foot, and below the invert. The most critical conditions occur when the karst cave is located outside the tunnel wall foot or spandrel. Based on the criteria of plastic zone connectivity and energy mutation, a comprehensive discriminant standard centered on the critical safety distance was constructed, classifying the impact of karst caves on tunnel construction into strong, moderate, and weak influence zones. Combining the conditions of the supporting project, the influence zoning ranges for typical tunnel sections were determined, resulting in the zoning for the Changshui Airport Tunnel under Grade IV and Grade V surrounding rock conditions with cave sizes of 0.2D, 0.4D, 0.6D, and 0.8D. As the cave size increases from 0.2D to 0.8D, the extent of the strong influence zone expands from 0.33D–0.94D to 0.80D–2.23D in Grade IV surrounding rock, and from 0.97D–1.44D to 1.34D–3.47D in Grade V surrounding rock. This demonstrates a significant amplification effect of cave size on the disturbance range imposed on the tunnel. Compared to Grade IV surrounding rock, the influence zone induced by karst caves in Grade V rock is substantially larger and more sensitive to changes in cave size. The validity and engineering applicability of the proposed model and zoning criteria were verified using the case study of the Changshui Airport Tunnel. This research provides a theoretical basis and practical reference for the safe design and construction of similar tunnel projects in karst areas.
本研究针对大断面高速铁路隧道临近溶洞施工的安全影响这一核心问题,综合运用理论分析、正交数值试验和多元回归等方法,对洞洞系统的稳定性进行了系统研究。建立了临界安全距离预测模型,制定了建筑安全影响区划标准。研究表明,围岩品位和侧压力系数对临界安全距离的影响非常显著,其影响超过溶洞几何参数和隧道埋深的影响。通过极差分析和方差分析,明确了不同溶洞位置下影响因素的主次顺序,建立了拱顶上方、拱肩外侧、侧壁外侧、墙脚外侧、仰拱下方5个典型溶洞位置的临界安全距离多元回归预测表达式。当溶洞位于隧道壁脚或拱肩外时,溶洞发生的情况最为危急。基于塑性区连通性和能量突变准则,构建了以临界安全距离为中心的综合判别标准,将溶洞对隧道施工的影响划分为强、中、弱三个影响区。结合支护工程的条件,确定了典型隧道断面的影响分区范围,得出长水机场隧道围岩等级为IV级、V级,洞室尺寸分别为0.2D、0.4D、0.6D、0.8D。随着洞室尺寸从0.2D增加到0.8D, IV级围岩强影响区范围从0.33D-0.94D扩大到0.80D-2.23D, V级围岩强影响区范围从0.97D-1.44D扩大到1.34D-3.47D。这说明洞室尺寸对隧道所受扰动范围有显著的放大效应。与IV级围岩相比,V级围岩溶洞影响带明显更大,对溶洞大小变化更为敏感。以长水机场隧道为例,验证了所提出的模型和分区标准的有效性和工程适用性。本研究为岩溶地区类似隧道工程的安全设计与施工提供了理论依据和实践参考。
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引用次数: 0
Nonlinear unsaturated shear strength behaviour of compacted crushed rock class IV material: implications for corrugation in unsealed roads 压实碎石IV类材料的非线性非饱和抗剪强度行为:对非密封道路波纹的影响
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-31 DOI: 10.1016/j.trgeo.2025.101883
Havisanth Erasanayagam , Liuxin Chen , Amir Tophel , Jayantha Kodikara
Unsealed roads make up over 65% of Australia’s transport network and are prone to surface deterioration, such as corrugation, especially under dry climatic conditions. Corrugation formation is closely associated with progressive shear failure in the surface layer, often exacerbated by moisture loss. Crushed rock class IV material is widely used for unsealed road construction in Australia. The unsaturated shear strength behaviour of this material has not been characterised properly. This study presents a systematic experimental investigation into the unsaturated properties of compacted crushed rock class IV, focusing on the role of degree of saturation and fines content. Laboratory indirect tensile and direct shear tests were conducted on specimens compacted at optimum moisture content and subsequently dried back to a wide range of saturation levels. Results demonstrate a strongly nonlinear relationship between shear strength and degree of saturation, with cohesion peaking at intermediate saturation (around 40 %–50 %) and diminishing under both very dry and near-saturated states. The apparent friction angle increased with drying, reaching a peak at fully dry conditions. Comparison of fines-included and fines-removed specimens highlights the critical role of fines in generating suction-related cohesion and maintaining structural stability, as the specimens containing fines exhibited higher unsaturated cohesion. Nonlinear failure envelopes and an empirical Gaussian-based cohesion model are proposed to capture saturation-dependent behaviour, addressing limitations of conventional linear Mohr–Coulomb analyses. Practically, the results suggest that maintaining moisture within intermediate ranges and preserving fines during grading are essential strategies for improving the durability and performance of unsealed roads.
未密封的道路占澳大利亚交通网的65%以上,在干燥的气候条件下,道路表面容易恶化,如起皱。波纹的形成与表层的渐进剪切破坏密切相关,通常因水分损失而加剧。碎石IV级材料广泛用于澳大利亚的非密封道路施工。这种材料的非饱和抗剪强度特性还没有得到适当的表征。本研究对IV类压实碎石的非饱和特性进行了系统的实验研究,重点研究了饱和度和细粒含量的作用。在实验室进行了间接拉伸和直接剪切试验,对在最佳含水率下压实的样品进行了测试,然后将其干燥到大范围的饱和水平。结果表明,抗剪强度与饱和程度之间存在强烈的非线性关系,黏聚力在中等饱和状态(约40% - 50%)达到峰值,在非常干燥和近饱和状态下都逐渐减弱。表观摩擦角随干燥而增大,在完全干燥条件下达到峰值。通过对含细颗粒和不含细颗粒试件的比较,可以看出细颗粒在产生与吸力相关的黏聚力和维持结构稳定性方面的关键作用,含细颗粒的试件表现出更高的非饱和黏聚力。提出了非线性失效包络和基于经验高斯的内聚模型来捕获与饱和相关的行为,解决了传统线性莫尔-库仑分析的局限性。实际上,结果表明,在分级过程中保持水分在中间范围内和保留细粒是提高非密封道路耐久性和性能的基本策略。
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引用次数: 0
Experimental investigation of the accumulated axial strain of mud-fouled ballast under long-term cyclic loading 长期循环加载下泥污压载体累积轴向应变的试验研究
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-08 DOI: 10.1016/j.trgeo.2025.101842
Dongjie Zhang , Kai Cui , Qionglin Li , Shanhao Li , Lina Wang
This study examined the mechanical properties of mud-fouled ballast (MFB) under long-term cyclic loading. Initial computed tomography (CT) scans revealed the internal structure of mud-fouled ballast with varying fouling levels (VCIs). Subsequent cyclic triaxial tests were used to assess the accumulated axial strain (εacc) and resilient modulus (MR) in relation to the VCI and mud-water content (MWC). The findings showed that at mud-water content = 47 % and 58 %, an increase in VCI caused an increase in εacc and a decrease in MR. However, at mud-water content = 24 % and 36 %, an increase in VCI caused a decrease in εacc and an increase in MR. An increase in mud-water content consistently caused a increase in εacc and an decrease in MR for any VCI. Additionally, the plastic creep limit increased with increasing mud-water content at a given VCI. At mud-water content = 47 % and 58 %, the plastic creep limit decreased with increasing VCI but increased again at mud-water content = 24 % and 36 %. This study identified a critical threshold for ballast gradation and volume at a certain mud-water content of about 36 %, above which the dynamic stability of mud-fouled ballast decreases with increasing VCI, while below this threshold, the dynamic stability increases with increasing VCI.
研究了泥污压载物在长期循环荷载作用下的力学性能。初始计算机断层扫描(CT)显示了不同污染水平(vci)的泥污压载物的内部结构。随后的循环三轴试验评估了累积轴向应变(εacc)和弹性模量(MR)与VCI和泥水含量(MWC)的关系。结果表明,当泥水含量分别为47%和58%时,VCI的增加引起εacc的增加和MR的降低,而当泥水含量分别为24%和36%时,VCI的增加引起εacc的降低和MR的增加。此外,在一定的VCI下,塑性蠕变极限随泥水含量的增加而增加。当泥水含量= 47%和58%时,随着VCI的增加,塑性蠕变极限降低,而当泥水含量= 24%和36%时,塑性蠕变极限再次升高。本研究确定了泥水含量为36%左右时,压舱物级配和体积的临界阈值,高于该阈值时,混泥压舱物的动态稳定性随VCI的增加而降低,低于该阈值时,动态稳定性随VCI的增加而增加。
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引用次数: 0
Characterization of pressure filtration behavior and filter cake properties in excavated sand-containing shield slurry: A CFD-DEM study 开挖含砂盾构浆压滤特性及滤饼特性:CFD-DEM研究
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-25 DOI: 10.1016/j.trgeo.2025.101877
Zhanchao Yin , Qingsong Zhang , Bin Liu , Dongzhu Zheng , Xiao Zhang
The infiltration of slurry and the formation of filter cakes on excavation faces are critical for maintaining tunnel stability by controlling slurry pressure transmission. However, most existing studies focus on bentonite-only slurries and overlook the inevitable mixing of excavated soil with slurry during shield tunneling. This study employs a coupled Computational Fluid Dynamics (CFD)-Discrete Element Method (DEM) approach to investigate the infiltration behavior of sand-containing slurry into granular soils. Simulations were conducted with varying mass ratios (MR) of sand to bentonite particles and size ratios (SR) between sand and bentonite particles. The study examines particle clogging behavior under pressure and evaluates filter cake formation and performance under different MR and SR combinations. Additionally, constriction size distribution (CSD) analysis was applied to characterize pore structures in both the sand column and the external hybrid filter cake induced by particle filtration. Numerical results indicate that the sand content in the slurry does not alter the overall infiltration pattern but significantly affects the infiltration process. Another key finding is that although increased sand content prolongs the infiltration duration of slurry particles, optimal sealing performance at the sand-slurry interface is achieved with a moderate sand content. Further analysis discusses consistencies and discrepancies between simulations and infiltration tests, particularly emphasizing the impact of particle surface energy. Results demonstrate that the combination of high surface energy and high sand content compromises filter cake sealing integrity, hindering effective slurry pressure transfer. These findings deepen the understanding of slurry infiltration and filtration mechanisms in practical shield tunneling and provide valuable insights for optimizing stability control and operational parameters.
浆体的入渗和滤饼在开挖面上的形成是控制浆体压力传递来维持隧道稳定的关键。然而,现有的研究大多集中在纯膨润土浆体上,忽视了盾构隧道开挖过程中不可避免的开挖土与浆体的混合。本研究采用计算流体力学(CFD)-离散元法(DEM)耦合方法研究含砂浆体在颗粒土中的入渗行为。在砂与膨润土颗粒质量比(MR)和砂与膨润土颗粒粒径比(SR)不同的情况下进行了模拟。该研究考察了颗粒在压力下的堵塞行为,并评估了不同MR和SR组合下滤饼的形成和性能。此外,采用收缩尺寸分布(CSD)分析方法对砂柱和颗粒过滤后的外部混合滤饼的孔隙结构进行了表征。数值结果表明,砂浆中含砂量不会改变整体入渗模式,但会显著影响入渗过程。另一个重要发现是,尽管增加含砂量延长了泥浆颗粒的渗透时间,但在适度含砂量的情况下,砂浆界面的密封性能最佳。进一步的分析讨论了模拟和入渗试验之间的一致性和差异,特别强调了粒子表面能的影响。结果表明,高表面能和高含砂量的组合影响了滤饼密封的完整性,阻碍了有效的泥浆压力传递。这些发现加深了对实际盾构隧道中浆体渗透和过滤机制的理解,并为优化稳定性控制和操作参数提供了有价值的见解。
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引用次数: 0
Influence of sequential twin stacked tunnelling on deformation and load-transfer mechanisms of battered piled rafts under lateral and combined loading 序贯双桩隧道开挖对横向和组合荷载作用下破桩筏变形及荷载传递机制的影响
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-18 DOI: 10.1016/j.trgeo.2025.101852
Mukhtiar Ali Soomro , Sharafat Ali Darban , Rizwan Ali Soomro , Zhen-Dong Cui , Amir Detho , Saim Bin Shahab
The increasing demand for underground space in dense urban areas has led to the construction of twin stacked tunnels, creating complex soil-structure interactions with nearby piled foundations. This study investigates the effects of twin stacked tunnelling on the performance of a (2 × 2) battered piled raft system in soft clay using three-dimensional coupled-consolidation finite element analyses. A hypoplastic clay model was employed to capture soil stiffness degradation and stress-path-dependent behaviour, calibrated through laboratory tests and validated against centrifuge data. The first tunnel was excavated adjacent to the pile shaft, and the second tunnel at varying depths near the pile toe, below the pile toe, and beneath the raft (denoted by StackTwinST, StackTwinSB, and StackTwinSU, respectively). Additional analyses examined the effects of combined vertical-lateral loading conditions and construction sequence. Results show that the first tunnel excavation caused stress release and degradation of mobilized shear stiffness, reducing shaft resistance in the upper pile portion by up to 28 %. The second tunnelling increased deformation, particularly beneath the raft (StackTwinSU), with maximum lateral displacement of 8.6 % of pile diameter and raft tilting of 0.64 %. Under combined loading, lateral displacement and bending moments increased up to ninefold compared with lateral-only conditions, while vertical load carried by the raft decreased from 20 % to 16.5 %. Changing the construction sequence by excavating the deeper tunnel first (StackTwinTS, StackTwinBS, StackTwinUS) resulted in larger lateral movements and tilting (up to 0.77 %) due to progressive stiffness degradation in upper soil layers. These findings demonstrate that the tunnelling sequence critically governs the deformation mechanisms and stability of battered piled raft systems, with the deeper-first sequence leading to substantial soil-structure interaction.
在人口密集的城市地区,对地下空间的需求不断增加,导致双堆式隧道的建设,与附近的桩基础产生复杂的土-结构相互作用。采用三维耦合固结有限元分析方法,研究了双叠垛隧道开挖对软粘土(2 × 2)桩筏系统性能的影响。一个发育不良的粘土模型被用来捕捉土壤刚度退化和应力路径依赖的行为,通过实验室测试校准并根据离心机数据进行验证。第一条隧道在桩身附近开挖,第二条隧道在桩趾附近、桩趾下方和筏板下方不同深度开挖(分别用StackTwinST、StackTwinSB和StackTwinSU表示)。附加分析考察了竖向横向荷载条件和施工顺序组合的影响。结果表明,第一次隧道开挖引起应力释放和动剪刚度退化,使上桩部分轴阻力降低28%。第二次隧道开挖增加了变形,特别是在筏板下方(StackTwinSU),最大横向位移为桩径的8.6%,筏板倾斜为0.64%。在联合荷载作用下,筏体的横向位移和弯矩增加了9倍,而筏体所承受的垂直荷载从20%下降到16.5%。通过先开挖较深的隧道(StackTwinTS、StackTwinBS、StackTwinUS)来改变施工顺序,由于上部土层的刚度逐渐退化,导致较大的横向移动和倾斜(高达0.77%)。这些发现表明,掘进顺序对破碎桩筏体系的变形机制和稳定性起着关键的控制作用,深优先顺序导致了大量的土-结构相互作用。
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引用次数: 0
Moisture exposure detection in timber using NIR spectroscopy: A feasibility study for railroad condition assessment 用近红外光谱检测木材中的水分暴露:铁路状况评估的可行性研究
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-09 DOI: 10.1016/j.trgeo.2025.101844
Boshra Besharatian, Sattar Dorafshan
Timber structures are prone to deterioration due to water exposure. Timber ties cover roughly 25 % of typical existing railroad tracks. Water can transport through railroad ties when ballast (base) is saturated due to fouling. Base-exposure of ties to water can be detected in a noncontact manner by analyzing the ties surface diffuse reflectance properties due to the water transport mechanism. In this research, forty cubic white oak samples were exposed to two base conditions, a dry surface and a wet sponge. Distinctive volumetric and unexposed surface moisture were observed between two base conditions. Diffuse reflectance spectra data were collected from the unexposed side of the samples using Near-InfraRed (NIR) hyperspectral imagery system; and a balanced dataset of 290 NIR spectra was formed to develop a discriminative numerical model to detect classify the base exposure. A Principal Component Analysis (PCA) was employed on the dataset which identified the most prominent wavelengths on the base classification were around1400 nm. This range is consistent with the presence water molecules and their OH band water absorption. The discriminative model was based on a Quadratic Discriminant Analysis (QDA) that achieved 94.4 % and 89.7 % accuracy of training and testing, respectively. The model performance was further improved (recall reduction of 7 %) when training was done with predefined weights. Finally, future research areas are identified for further increase the NIR spectroscopy readiness level for railroad condition assessment in the field.
木结构容易因暴露在水里而变质。木材绑带覆盖了大约25% %的典型现有铁路轨道。当压舱物(基础)因污垢而饱和时,水可以通过铁路纽带运输。由于水的传输机制,通过分析结的表面漫反射特性,可以以非接触的方式检测结与水的基暴露。在这项研究中,40立方的白橡木样品暴露在两种基本条件下,干燥的表面和潮湿的海绵。在两种基本条件下观察到不同的体积和未暴露的表面水分。利用近红外(NIR)高光谱成像系统采集样品未暴露侧的漫反射光谱数据;并建立了290个近红外光谱的平衡数据集,建立了判别型数值模型,对基础曝光进行检测分类。采用主成分分析(PCA)对数据集进行分析,发现基本分类中最突出的波长在1400 nm左右。这一范围与水分子的存在及其OH带吸水率一致。该判别模型基于二次判别分析(Quadratic Discriminant Analysis, QDA),训练和测试准确率分别达到94.4 %和89.7% %。当使用预定义的权重进行训练时,模型性能进一步提高(召回率降低7 %)。最后,确定了未来的研究领域,以进一步提高近红外光谱在铁路状况评估领域的准备水平。
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引用次数: 0
Deformation and degradation behaviour of coal-fouled tyre chips intermixed steel slag ballast under cyclic loading 循环荷载下煤屑混合钢渣压载物的变形与降解行为
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-17 DOI: 10.1016/j.trgeo.2025.101869
Atif Hussain , Syed Khaja Karimullah Hussaini , Buddhima Indraratna , Yujie Qi
Steel slag and tyre chips are two waste products with potential for sustainable use in railway tracks.
While the previous studies have primarily focused on the benefits of utilizing steel slag as railway subballast, yet its suitability as railway ballast with and without tyre chips (TC) has not been comprehensively investigated. Moreover, the possible effect of coal fouling on the performance of TC-intermixed steel slag ballast is yet to be studied. Therefore, the current study assessed the influence of TC on the performance of slag-granite ballast mixture under coal-fouled condition using large-scale track simulation test (TST) and constant-head permeability apparatus. TST results indicated that vertical and lateral deformations of ballast increased, while the track stiffness (k) and ballast breakage index (BBI) decreased with the increase in proportion of tyre chips. The threshold content of tyre chips to be mixed with steel slag ballast (SSB) is identified as 10%. The study further established that the addition of coal leads to an increase in deformations, while reducing BBI of TC intermixed slag-granite ballast. Moreover, the addition of coal causes a significant reduction in hydraulic conductivity of the TC intermixed ballast. Further, the critical value of void contamination index is determined to be 25%.
钢渣和轮胎碎片是两种具有可持续利用潜力的废物。以往的研究主要集中在钢渣作为铁路载道子的效益上,但对其作为铁路载道子的适用性和不含轮胎屑的适用性研究较少。此外,煤结垢对tc -混钢渣压载物性能的可能影响还有待研究。因此,本研究采用大型轨道模拟试验(TST)和恒水头渗透仪,评估了煤污染条件下TC对炉渣-花岗岩压载混合物性能的影响。TST结果表明,随着轮胎碎片比例的增加,压载物的纵向和横向变形增加,轨道刚度(k)和压载物破碎指数(BBI)降低。确定钢渣镇流器(SSB)混合轮胎碎屑的阈值含量为10%。研究进一步证实,煤的加入使TC混渣-花岗岩压载物的变形增加,同时降低了BBI。煤的加入使TC混压载水导率显著降低。进一步确定孔隙污染指数临界值为25%。
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引用次数: 0
Activation of sintered red mud and its application as a cement substitute in foamed lightweight soil for backfilling engineering 烧结赤泥的活化及其在泡沫轻质土充填工程中替代水泥的应用
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-01 Epub Date: 2025-12-29 DOI: 10.1016/j.trgeo.2025.101881
Hongguang Jiang , Mengyuan Ma , Xizhen Song , Xiupeng Yue , Yixin Li , Deepak Patwa , Jianyang Gao , Zhanyong Yao
Sintered red mud (SRM), a solid by-product from aluminium electrolysis, poses serious environmental challenges due to its high alkalinity, large stockpile, and dust pollution. This study enhances the pozzolanic reaction potential of SRM, aiming to replace cement in foamed lightweight soil (FLS) for large-scale backfilling applications. Twenty mix designs were prepared with densities ranging from 600 to 1200 kg/m3 and cement replacement ratios of up to 67.81 %. The effects of the water-cement ratio, physicochemical properties of SRM, and activator on the density, workability, and mechanical performance of SRM-FLS were systematically evaluated. The hydration behaviour and microstructural evolution were examined to assess the pozzolanic reactivity and elucidate the underlying enhancement mechanism. Results show that the SRM-FLS achieved a 23 % increase in 28-day unconfined compressive strength (UCS), reaching 1.48 MPa at a 70 % cement replacement level. The material demonstrated good water stability (softening coefficient > 0.8) and deformation resistance (compression modulus: 133–167 MPa). Microstructural analysis revealed a refined pore structure (88.8 % pores < 100 μm) and an enhanced formation of C-S-H and CaCO3 gels. A mixed design framework integrating mass balance, volumetric compatibility, and flowability control is proposed to guide practical application. The developed SRM-FLS offers both environmental and structural benefits, supporting a sustainable and cost-efficient solution for future infrastructure construction.
烧结赤泥(SRM)是铝电解过程中产生的固体副产物,其碱度高、储量大、粉尘污染严重,对环境构成了严峻的挑战。本研究提高了SRM的火山灰反应电位,旨在取代水泥在泡沫轻质土(FLS)中的大规模回填应用。配制了20种配合比,密度为600 ~ 1200kg /m3,水泥替代率高达67.81%。系统评价了水灰比、SRM的理化性质和活化剂对SRM- fls的密度、和易性和力学性能的影响。研究了水化行为和微观结构演变,以评估火山灰反应性并阐明潜在的增强机制。结果表明,SRM-FLS的28天无侧限抗压强度(UCS)提高了23%,在70%的水泥替换水平下达到1.48 MPa。该材料具有良好的水稳定性(软化系数>; 0.8)和抗变形性(压缩模量:133-167 MPa)。微观结构分析表明,孔隙结构精细(88.8%的孔隙<; 100 μm), C-S-H和CaCO3凝胶的形成增强。为指导实际应用,提出了一种集质量平衡、体积相容性和流动性控制为一体的混合设计框架。开发的SRM-FLS具有环境和结构效益,为未来的基础设施建设提供可持续和经济的解决方案。
{"title":"Activation of sintered red mud and its application as a cement substitute in foamed lightweight soil for backfilling engineering","authors":"Hongguang Jiang ,&nbsp;Mengyuan Ma ,&nbsp;Xizhen Song ,&nbsp;Xiupeng Yue ,&nbsp;Yixin Li ,&nbsp;Deepak Patwa ,&nbsp;Jianyang Gao ,&nbsp;Zhanyong Yao","doi":"10.1016/j.trgeo.2025.101881","DOIUrl":"10.1016/j.trgeo.2025.101881","url":null,"abstract":"<div><div>Sintered red mud (SRM), a solid by-product from aluminium electrolysis, poses serious environmental challenges due to its high alkalinity, large stockpile, and dust pollution. This study enhances the pozzolanic reaction potential of SRM, aiming to replace cement in foamed lightweight soil (FLS) for large-scale backfilling applications. Twenty mix designs were prepared with densities ranging from 600 to 1200 kg/m<sup>3</sup> and cement replacement ratios of up to 67.81 %. The effects of the water-cement ratio, physicochemical properties of SRM, and activator on the density, workability, and mechanical performance of SRM-FLS were systematically evaluated. The hydration behaviour and microstructural evolution were examined to assess the pozzolanic reactivity and elucidate the underlying enhancement mechanism. Results show that the SRM-FLS achieved a 23 % increase in 28-day unconfined compressive strength (UCS), reaching 1.48 MPa at a 70 % cement replacement level. The material demonstrated good water stability (softening coefficient &gt; 0.8) and deformation resistance (compression modulus: 133–167 MPa). Microstructural analysis revealed a refined pore structure (88.8 % pores &lt; 100 μm) and an enhanced formation of C-S-H and CaCO<sub>3</sub> gels. A mixed design framework integrating mass balance, volumetric compatibility, and flowability control is proposed to guide practical application. The developed SRM-FLS offers both environmental and structural benefits, supporting a sustainable and cost-efficient solution for future infrastructure construction.</div></div>","PeriodicalId":56013,"journal":{"name":"Transportation Geotechnics","volume":"57 ","pages":"Article 101881"},"PeriodicalIF":5.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145885296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Transportation Geotechnics
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