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Analytical Study on the Performance of a Novel Barrier: Cut‐Off Wall and Permeable Reactive Barrier Dual‐Domain System 一种新型势垒:切断壁和渗透反应势垒双畴体系性能的分析研究
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2026-01-07 DOI: 10.1002/nag.70225
Yanghui Shi, Huaxiang Yan, Hongqiang Dou, Qiao Wang, Ziheng Wang
An alternative structure with an up‐gradient permeable reactive barrier (PRB) and a down‐gradient cut‐off wall is proposed to enhance plume capture and degradation while optimizing material use. A 2D analytical model is developed to predict the contaminant transport through the dual‐domain barrier system. The proposed analytical solutions are verified by comparing their predictions with results from numerical solutions and from previously published 1D analytical model. The derived analytical solution is used to explore how the arrangement of PRB and cut‐off wall structures affects the system's performance. We show that the cut‐off wall domain can direct flow and reduce the contaminant flux through the system due to its low permeability. The system performance can be best improved with the decrease of the contaminant half‐life in PRB, whereas the impact of the PRB retardation factor on the system performance is less important due to the quick saturation of the adsorption for the PRB material. The average flux through the total system can be decreased to 5.4 × 10 −4 mg·m −2 ·s −1 (3.7 times lower than the limited value) when the contaminant half‐life in PRB is 1 h. Additionally, the pumping/recharge wells are suggested to be together used to control the contaminant flow velocity since high equivalent head losses can lead to poor remediation efficiency of the system. The proposed alternative PRB structure and analytical solution are expected to be effective tools for the management and remediation of the organic contaminated sites.
提出了一种具有上梯度渗透反应屏障(PRB)和下梯度切断壁的替代结构,以增强羽流捕获和降解,同时优化材料利用。建立了一个二维分析模型来预测污染物通过双畴势垒系统的迁移。通过将其预测结果与数值解和先前发表的一维分析模型的结果进行比较,验证了所提出的解析解。推导出的解析解用于探讨PRB和截流墙结构的布置对系统性能的影响。研究表明,由于截流壁的低渗透性,截流壁可以引导流体流动,减少污染物通过系统的通量。随着PRB中污染物半衰期的缩短,系统性能得到了最好的改善,而由于PRB材料的吸附迅速饱和,PRB延迟因子对系统性能的影响不太重要。当污染物在PRB中的半衰期为1 h时,通过整个系统的平均通量可降至5.4 × 10−4 mg·m−2·s−1(比限定值低3.7倍)。此外,由于较高的等效水头损失会导致系统的修复效率较差,建议同时使用泵注井来控制污染物流速。建议的替代PRB结构和分析解决方案有望成为有机污染场地管理和修复的有效工具。
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引用次数: 0
Multi‐Method Analysis of Wheel‐Soil Interaction Mechanics: Integrating Experimental and Computational Insights for Aircraft Performance on Soil Runways 车轮-土壤相互作用力学的多方法分析:在土壤跑道上整合飞机性能的实验和计算见解
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2026-01-06 DOI: 10.1002/nag.70227
Chaojia Liu, Xiaolei Chong, Lei Liang, Zhenglei Chen, Yan Li
Based on wheel‐soil interaction theory and numerical methods, this study first analyzes the stress distribution characteristics of soil runway structures under aircraft wheel loads: A 5% increase in compaction degree leads to an approximate 20% rise in stress at the contact center. It is also confirmed that stress distribution in high‐compaction soil runways is dominated by vertical stress, while horizontal stress plays a more prominent role in softer soils. Through decoupling analysis, the formation and evolution mechanism of soil runway ruts is clarified, and a comprehensive rut depth prediction model integrating compaction degree, tire inflation pressure, wheel load, and passing times is proposed. Additionally, this study investigates the influencing factors of rolling resistance on soil runways, revealing that wheel load exerts the most significant effect. Finally, validation against field test results shows a numerical calculation error of approximately 7%–8%. These findings can effectively predict aircraft trafficability on soil runways, providing critical references for assessing the safety and adaptability of such runways.
基于轮土相互作用理论和数值方法,本研究首先分析了飞机轮载作用下土跑道结构的应力分布特征:压实度每增加5%,呼叫中心的应力就会增加约20%。高压实土跑道的应力分布以垂直应力为主,而在软土跑道中,水平应力的作用更为突出。通过解耦分析,阐明了土质跑道车辙的形成演化机理,提出了集压实程度、轮胎充气压力、车轮载荷、通过次数为一体的车辙深度综合预测模型。此外,本文还对土质跑道滚动阻力的影响因素进行了研究,发现车轮荷载对土质跑道滚动阻力的影响最为显著。最后,通过对现场试验结果的验证,表明数值计算误差约为7% ~ 8%。研究结果可有效预测飞机在土跑道上的可通过性,为评估土跑道的安全性和适应性提供重要参考。
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引用次数: 0
Acquisition of Rock Mass Mechanical Parameters and Analysis of Surrounding Rock Deformation Characteristics in Jointed Rock Mass Tunnels 节理岩体隧道岩体力学参数采集及围岩变形特征分析
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2026-01-06 DOI: 10.1002/nag.70210
Shijiang Pu, Shunchuan Wu, Haiyong Cheng, Gai Kui, Shigui Huang, Yifan Cao
The complexity of joint structures creates substantial uncertainty in determining the mechanical parameters of tunnel surrounding rock, while traditional experimental methods fail to adequately represent actual engineering conditions. To improve the accuracy of rock mass mechanical parameter identification and strengthen the scientific foundation of support design, this study performs a statistical analysis of working face joints using the CAE Sirovision three‐dimensional rock surface scanning system. The combined discrete fracture network (DFN) and discrete element method (DEM) are used to reconstruct the joint distribution network, thereby establishing a high‐precision numerical analysis framework. Based on this framework, a BTO‐BiTCN‐BiGRU‐Attention hybrid inversion model for determining joint mechanical parameters is proposed. The inversion results are then incorporated into DFN–DEM simulations to derive the mechanical parameters of the rock mass and evaluate the deformation characteristics of the surrounding rock. The results indicate that the proposed inversion model outperforms traditional neural network and ensemble learning approaches in prediction accuracy, with a displacement error between calculated and measured values remaining below 7%. The integration of accurately characterized joint distributions and mechanical parameters offers robust data support for tunnel support design and strengthens its scientific rationale.
节理结构的复杂性给隧道围岩力学参数的确定带来了很大的不确定性,传统的实验方法不能充分反映实际工程情况。为了提高岩体力学参数识别的准确性,加强支护设计的科学依据,利用CAE Sirovision三维岩石表面扫描系统对工作面节理进行了统计分析。采用离散裂缝网络(DFN)和离散元法(DEM)相结合的方法对联合配电网进行重构,从而建立了高精度的数值分析框架。基于该框架,提出了一种用于确定关节力学参数的BTO - BiTCN - BiGRU - Attention混合反演模型。将反演结果与DFN-DEM模拟相结合,推导岩体力学参数,评价围岩变形特征。结果表明,该模型的预测精度优于传统的神经网络和集成学习方法,计算值与实测值之间的位移误差保持在7%以下。准确表征的节理分布与力学参数相结合,为隧道支护设计提供了有力的数据支持,增强了设计的科学性。
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引用次数: 0
Micromechanical Analysis and Theoretical Modelling of Non‐Orthogonal Plastic Flow for Sand 砂土非正交塑性流动细观力学分析及理论建模
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2026-01-06 DOI: 10.1002/nag.70228
Haoran Jin, Dechun Lu, Zhiwei Gao, Xin Zhou, Xiuli Du
A systematic study on the non‐orthogonal plastic flow of sand is conducted using discrete element modelling, where particles representing the shapes of Toyoura sand are used, enabling the quantitative prediction of material behaviour in triaxial compression. The direction of plastic strain increment obtained by stress probing is analysed with respect to the normal to memory surfaces, which are determined based on a newly developed method. Within the memory surface, the plastic strain increment is small and follows the direction of stress increment. When the stress state is on the memory surface, sand has much lower stiffness, and the plastic strain increment is controlled by both the current stress state and stress increment. A non‐orthogonal flow rule for predicting the maximum plastic strain increment direction is evaluated. The underlying mechanism for non‐orthogonal flow of sand is analysed by comparing with the plastic response of metal. A bounding surface framework for modelling the full stress‐strain relationship is presented.
采用离散元模型对砂的非正交塑性流动进行了系统研究,其中使用了代表Toyoura砂形状的颗粒,从而能够定量预测三轴压缩下的材料行为。根据一种新提出的方法,对应力探测得到的塑性应变增量方向进行了法向和记忆面分析。在记忆表面内,塑性应变增量较小,且服从应力增量方向。当应力状态处于记忆表面时,砂土的刚度较低,塑性应变增量受当前应力状态和应力增量共同控制。评价了预测最大塑性应变增量方向的非正交流动规律。通过与金属塑性响应的比较,分析了砂土非正交流动的基本机理。提出了一种模拟全应力-应变关系的边界面框架。
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引用次数: 0
Coupling Analytical Investigation on the Response of an Existing Tunnel Subjected to Underpassing Shield Tunneling 下穿盾构隧道作用下既有隧道响应耦合分析研究
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-30 DOI: 10.1002/nag.70221
Kai Zhang, Zelin Zhou, Zhiyi Wan, Xiangyu Han, Heng Zhang, Junsong Liang, Shougen Chen
Shield tunneling beneath an existing tunnel can significantly impact the safety and stability of the existing tunnel. A clear understanding of the response of the existing tunnel subjected to underpassing shield tunneling is therefore essential for maintaining its operational safety. In view of this, this study proposes a coupling analytical method to investigate the behavior of an existing tunnel subjected to underpassing shield tunneling. First, the vertical free displacement corresponding to the existing tunnel position is determined using the virtual image method, and the additional vertical displacement of the existing tunnel is derived through tunnel–soil displacement coupling analysis. The corresponding bending moment and shear force in the existing tunnel are subsequently obtained by differentiating its displacement profile. The validity of the proposed method is demonstrated through two engineering case studies, and the results show good agreement not only with field observations but also with numerical simulations and results from other analytical approaches. Results from the parametric analysis reveal that increasing the bending stiffness of the existing tunnel reduces its maximum displacement while simultaneously amplifies the maximum bending moment and shear force. Moreover, the bending moment of the existing tunnel increases linearly with the gap parameter, while increasing both the intersection angle and the vertical clearance between the existing and shield tunnels effectively mitigates its maximum displacement. The proposed analytical method provides a valuable tool for predicting the response of existing tunnel subjected to underpassing shield tunneling.
在既有隧道下进行盾构隧道施工,会对既有隧道的安全稳定产生重大影响。因此,清楚了解现有隧道在隧道下穿盾构施工时的反应,对维持隧道的运行安全至关重要。鉴于此,本研究提出了一种耦合分析方法来研究下穿盾构隧道对既有隧道的影响。首先,采用虚像法确定既有隧道位置对应的竖向自由位移,并通过隧道-土体位移耦合分析导出既有隧道的附加竖向位移。通过对既有隧道的位移曲线求导,得到既有隧道相应的弯矩和剪力。通过两个工程实例验证了该方法的有效性,其结果不仅与现场观测结果吻合,而且与数值模拟和其他分析方法的结果吻合良好。参数化分析结果表明,增大既有隧道的抗弯刚度可减小既有隧道的最大位移,同时增大既有隧道的最大弯矩和最大剪力。既有隧道弯矩随间隙参数线性增大,增大既有隧道与盾构隧道相交角和垂向间隙均能有效缓解既有隧道的最大位移。所提出的分析方法为预测下穿盾构隧道作用下既有隧道的响应提供了有价值的工具。
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引用次数: 0
A Two‐Dimensional Transformed Differential Quadrature Solution for Air‐Hydro‐Mechanical Coupling in Layered Unsaturated Soils 层状非饱和土中空气-水-力耦合的二维变换微分正交解
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-27 DOI: 10.1002/nag.70202
Huanjia Kou, Zhenming Shi, Yong Zhi Zhao, Junliang Li, Qing Wang
Layered unsaturated soils are a prevalent form of shallow soils, and their consolidation process is pretty complex due to the interaction of three phases, including solid, water, and air. In practical ground improvement projects, sand drain techniques are commonly employed to accelerate the consolidation rate in the horizontal direction. Therefore, the consolidation process cannot be simplified as a one‐dimensional problem. This study established a two‐dimensional consolidation analysis system for layered unsaturated soil media, considering the flow of both pore water and pore air, as well as the continuity conditions between unsaturated soil layers. Subsequently, the static equilibrium equations and the constitutive equations for unsaturated soils are incorporated into the system to obtain the deformation distribution at any point within the unsaturated soil media over time. A novel solution to this system is derived based on the transformed differential quadrature method by combining the Laplace integral transform technique and differential quadrature rules, where the former is employed to address the time‐dependent partial differential terms, and the latter is utilized to discretize the spatial domain. The inverse Laplace transform is then conducted to obtain the solution in the physical domain. The proposed solution is validated by comparing the results with existing analytical solutions. Furthermore, the effects of permeability coefficients, mechanical properties of the unsaturated soil interlayer, and the horizontal spacing of sand drains on the two‐dimensional consolidation behavior of layered unsaturated soil media are analyzed.
层状非饱和土是浅层土的一种常见形式,其固结过程非常复杂,主要受固、水、气三相相互作用的影响。在实际的地基加固工程中,通常采用排砂技术来加速水平方向的固结速度。因此,固结过程不能简化为一个一维问题。考虑孔隙水和孔隙空气的流动以及非饱和土层之间的连续性条件,建立了层状非饱和土介质二维固结分析体系。随后,将非饱和土的静力平衡方程和本构方程纳入系统,得到非饱和土介质内任意点随时间的变形分布。将拉普拉斯积分变换技术与微分正交规则相结合,在变换微分正交法的基础上推导了该系统的新解,其中拉普拉斯积分变换用于处理随时间变化的偏微分项,而微分积分变换用于对空间域进行离散化。然后进行拉普拉斯逆变换,得到物理域的解。通过与已有解析解的比较,验证了所提解的正确性。在此基础上,分析了渗透系数、非饱和土层间力学特性和排沙槽水平间距对层状非饱和土介质二维固结行为的影响。
{"title":"A Two‐Dimensional Transformed Differential Quadrature Solution for Air‐Hydro‐Mechanical Coupling in Layered Unsaturated Soils","authors":"Huanjia Kou, Zhenming Shi, Yong Zhi Zhao, Junliang Li, Qing Wang","doi":"10.1002/nag.70202","DOIUrl":"https://doi.org/10.1002/nag.70202","url":null,"abstract":"Layered unsaturated soils are a prevalent form of shallow soils, and their consolidation process is pretty complex due to the interaction of three phases, including solid, water, and air. In practical ground improvement projects, sand drain techniques are commonly employed to accelerate the consolidation rate in the horizontal direction. Therefore, the consolidation process cannot be simplified as a one‐dimensional problem. This study established a two‐dimensional consolidation analysis system for layered unsaturated soil media, considering the flow of both pore water and pore air, as well as the continuity conditions between unsaturated soil layers. Subsequently, the static equilibrium equations and the constitutive equations for unsaturated soils are incorporated into the system to obtain the deformation distribution at any point within the unsaturated soil media over time. A novel solution to this system is derived based on the transformed differential quadrature method by combining the Laplace integral transform technique and differential quadrature rules, where the former is employed to address the time‐dependent partial differential terms, and the latter is utilized to discretize the spatial domain. The inverse Laplace transform is then conducted to obtain the solution in the physical domain. The proposed solution is validated by comparing the results with existing analytical solutions. Furthermore, the effects of permeability coefficients, mechanical properties of the unsaturated soil interlayer, and the horizontal spacing of sand drains on the two‐dimensional consolidation behavior of layered unsaturated soil media are analyzed.","PeriodicalId":13786,"journal":{"name":"International Journal for Numerical and Analytical Methods in Geomechanics","volume":"8 1","pages":""},"PeriodicalIF":4.0,"publicationDate":"2025-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145844810","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}
引用次数: 0
Stochastic Risk Analysis of Settlement in Large‐Filled Areas Considering the Local Spatial Effect of Soil Properties 考虑土质局部空间效应的大填土区沉降随机风险分析
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-27 DOI: 10.1002/nag.70216
Sanan Pirunjinda, Pornkasem Jongpradist, Hyung‐Mok Kim, Dong‐Woo Ryu, Pitthaya Jamsawang, Chana Phutthananon
Reliable prediction of final settlement and practical risk assessment are essential for the economic design of large‐scale land reclamation projects. While stochastic analysis offers valuable insights into soil spatial variability, the critical issue of large‐scale statistical heterogeneity has been overlooked in most previous work. Given that reclamation is typically conducted over extensive areas, the statistical parameters of soil properties are unlikely to be uniform across the entire site. This study highlights these local spatial effects and presents a novel stochastic analysis approach to account for them in final settlement and risk evaluations for a reclaimed area. Clustering analysis reveals two distinct zone types within the study area: a region exhibiting well‐clustered borehole data and another characterized by dispersed, non‐clusterable data. For the former, considering statistical parameters from the clustered area in the stochastic analysis yields a more economical and safer risk assessment. For the latter, a safe design is ensured by adopting the parameter set, whether global or from an overlapping zone, with the highest coefficient of variation in the compression index. The findings indicate that overlooking these critical local effects by using only global statistical parameters can result in a design that is either less safe or unnecessarily costly.
可靠的最终沉降预测和切实可行的风险评估是大型复垦工程经济设计的基础。虽然随机分析为土壤空间变异性提供了有价值的见解,但在大多数以前的工作中,大尺度统计异质性的关键问题被忽视了。考虑到填海通常是在大面积进行的,土壤性质的统计参数不太可能在整个场地上保持一致。本研究强调了这些局部空间效应,并提出了一种新的随机分析方法来解释这些局部空间效应在复垦区最终解决和风险评估中的作用。聚类分析揭示了研究区域内两种不同的区域类型:一个区域显示出良好聚集的井眼数据,另一个区域显示出分散的、不可聚类的数据。对于前者,在随机分析中考虑聚类区域的统计参数可以获得更经济、更安全的风险评估。对于后者,采用压缩指数变异系数最高的参数集,无论是全局参数集还是重叠区域参数集,都能保证安全设计。研究结果表明,仅使用全局统计参数来忽略这些关键的局部影响可能导致设计不太安全或不必要的成本。
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引用次数: 0
Impact of Locked Segments in Laboratory Activated Faults: Insights From Near‐Field Strain Monitoring in Analog Rock Materials Under Uniaxial Stress 在实验室活化断层中锁定段的影响:来自单轴应力下模拟岩石材料近场应变监测的见解
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-24 DOI: 10.1002/nag.70219
Zhandong Su, Kunze Li, Mingdong Zang, Zhigang Tao, Qian Yin, Hong Wang, Fei Gan, Yao Niu, Xianxiu Lu
Understanding fault activation and slip is vital for earthquake mechanics and underground structure stability. Fault stability, beyond in situ stresses, depends on their architecture, including asperities, segments, and gouge materials. This study investigates locked fault segments of varying lengths using mortar specimens with prefabricated faults filled with montmorillonite and quartz sand gouge. Uniaxial loading was applied, with embedded strain gauges and digital image speckle techniques monitoring internal stress, surface strain, and displacement near the fault. Results show increased model strength with longer locked segments. Local stress field deflection angles vary more in the dilatation quadrant than the compression quadrant. Gouge material disperses stress concentrations during loading. Slip occurs along the structural surface during failure, with the relative sliding rate of blocks correlating strongly with stress field deflection angle changes. As the system transitions from elastic to stable fracture stages, this correlation in the dilatation quadrant shifts. These findings offer insights into complex fault mechanisms and stability compared to simple planar saw‐cut discontinuities.
了解断层的活化和滑动对地震力学和地下结构稳定性具有重要意义。断层的稳定性,超出了原位应力,取决于它们的结构,包括凹凸不平、分段和断层材料。本研究采用预制断层填充蒙脱石和石英砂泥的砂浆试样,研究了不同长度的锁定断层段。采用单轴加载,嵌入式应变仪和数字图像散斑技术监测断层附近的内应力、表面应变和位移。结果表明,锁紧段越长,模型强度越高。局部应力场挠度角在膨胀象限的变化大于压缩象限。凿泥材料在加载过程中分散应力集中。破坏过程中沿结构面发生滑动,块体的相对滑动率与应力场偏转角的变化密切相关。当系统从弹性压裂阶段过渡到稳定压裂阶段时,膨胀象限的相关性发生了变化。与简单的平面锯切不连续性相比,这些发现提供了对复杂断层机制和稳定性的见解。
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引用次数: 0
Experimental and Numerical Investigation of the Effect of Rock Mass Behavior and Stratum Orientations on Horseshoe‐Shaped Tunnel Stability 岩体特性和地层走向对马蹄形隧道稳定性影响的试验与数值研究
IF 4 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-24 DOI: 10.1002/nag.70217
Ayoub Aqazddammou, Tikou Belem, Safa Chlahbi, Ahmed Camile, Abdessamad Khalil
This study investigates tunnel stability within sedimentary rock masses characterized by multiple joint sets and challenging geological conditions. The behavior of stratified rock masses around an excavation depends on both the intact rock and the combination of dominant and bedding joints. The main objective of this study is to highlight the convergence and deformation in rock masses around horseshoe‐shaped tunnels using an integrated methodology that combines field investigations, finite element modeling, and pull‐out test results. Statistical analysis confirmed the robustness of the 3D modeling approach for reproducing in situ behavior and creating realistic models of heterogeneous, anisotropic rock masses. The numerical results indicate that the highest displacement ratio is concentrated at the intersection of the bedding and dominant joints with dip angles ranging from 0° to 45°, which should be considered as critical dip angles for mining progress. Indeed, wedge and sliding failure zones developed on the roofs and left rib, respectively. Increasing depth reduced the influence of rock mass quality, particularly for GSI chart values ranging between 35 and 40, resulting in significant convergence around the excavation. The support system emphasizes the effectiveness of systematic bolting in competent rock masses. Moreover, the pull‐out tests revealed that the load‐bearing capacity of the split‐set bolts increased substantially when the bedding approached vertical orientations θ = 90°, and the compressive strength exceeded 39.6 MPa, conditions that promote safer tunneling through vertical stratum orientations. These findings enhance the understanding of tunneling stability mechanisms in stratified rock masses with multiple joint sets under various geological conditions.
本文研究了具有多节理组和复杂地质条件的沉积岩中的隧道稳定性。开挖周围层状岩体的行为既取决于完整的岩石,也取决于优势节理和顺层节理的组合。本研究的主要目的是利用结合现场调查、有限元建模和拔出试验结果的综合方法,突出马蹄形隧道周围岩体的收敛和变形。统计分析证实了三维建模方法在再现原位行为和创建非均质、各向异性岩体的真实模型方面的鲁棒性。数值计算结果表明,最大位移比集中在顺层与主节理相交处,倾角为0°~ 45°,可视为采矿过程的临界倾角。在顶板和左肋上分别发育楔形破坏区和滑动破坏区。增加深度减少了岩体质量的影响,特别是在GSI图值介于35和40之间时,导致开挖周围的显著收敛。该支护系统强调在有能力岩体中采用系统锚杆支护的有效性。拔拔试验结果表明,当顺层走向θ = 90°时,劈裂锚杆的承载能力显著提高,抗压强度超过39.6 MPa,有利于顺层走向的掘进安全。这些发现增强了对不同地质条件下多节理层状岩体隧道稳定性机制的认识。
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引用次数: 0
Parameter Calibration of Discrete Element Simulation for Unstructured Pavements Using Method-Fused Screening and a Polynomial Kernel-Based Support Vector Regression Model 基于方法融合筛选和基于多项式核的支持向量回归模型的非结构化路面离散元模拟参数标定
IF 3.6 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-23 DOI: 10.1002/nag.70169
Maoping Ran, Maosheng Hua, Shenqing Xiao, Jing Zhou, Yuqi Liu, Xinglin Zhou

Accurate calibration of discrete element simulation parameters (characteristic parameters) for unstructured pavements is a prerequisite for model application, particularly in analyses such as tire-pavement contact mechanics. Focusing on soil pavements, experiments such as the soil angle of repose were conducted, using the angle of repose as the response value. A fusion screening method for significant characteristic parameters of unstructured pavements was proposed using Plackett–Burman experiments, the Spearman correlation coefficient, and the gradient boosting decision tree algorithm (GBDT). The steepest ascent experiment determined the optimal range of the significant characteristic parameters, and a polynomial kernel-based support vector regression (poly-SVR) model was introduced to obtain their optimal values. Based on this, a discrete element model for the unstructured pavement was established, and its validity was demonstrated through compaction tests. Results showed an average relative error of 0.55% between simulated and measured soil repose angles, demonstrating the feasibility of the significant characteristic parameter fusion screening method and the poly-SVR model for identifying optimal parameter values. Additionally, the mean relative error between the measured and simulated soil compaction values was determined to be 7.40%, confirming the validity of the established pavement model. The presented calibration method for discrete element simulation parameters of unstructured pavements can serve as a theoretical reference for related research.

准确校准非结构化路面的离散元素模拟参数(特征参数)是模型应用的先决条件,特别是在轮胎-路面接触力学等分析中。以土质路面为研究对象,以土质路面休止角为响应值,进行了土质路面休止角等试验。提出了一种基于Plackett-Burman实验、Spearman相关系数和梯度增强决策树算法(GBDT)的非结构化路面显著特征参数融合筛选方法。最陡爬坡实验确定了显著特征参数的最优取值范围,并引入基于多项式核的支持向量回归(poly - SVR)模型来获得显著特征参数的最优值。在此基础上,建立了非结构化路面的离散元模型,并通过压实试验验证了该模型的有效性。结果表明,土壤休止角模拟值与实测值的平均相对误差为0.55%,证明了显著特征参数融合筛选方法和多SVR模型识别最佳参数值的可行性。实测与模拟土壤压实值的平均相对误差为7.40%,验证了所建路面模型的有效性。提出的非结构化路面离散元模拟参数标定方法可为相关研究提供理论参考。
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