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Construction risk probability assessment of shield tunneling projects in karst areas based on improved two-dimensional cloud model
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-19 DOI: 10.1016/j.tust.2024.106086

Tunnel construction in karst areas presents significant risks due to the complex geological environment and inherent uncertainties. Existing risk assessment methods often struggle to adequately capture and quantify these uncertainties, leading to potentially inaccurate evaluations. This study addresses this gap by developing a novel risk assessment system specifically for shield tunnel engineering in karst areas. This system combines a risk index, considering both frequency and consequence dimensions, with four probabilistic models for quantifying risk levels. These models, based on the spatial geometric characteristics of the two-dimensional cloud model, simulate a large number of outcomes of risky decisions under the influence of uncertainties. Applied to the Guiyang Metro Line 3 construction project, the models effectively determined risk levels, with the Comprehensive Cloud Envelope Model (CCEM) demonstrating high precision and the Comprehensive Cloud Oval Model (CCOM) excelling in computational efficiency. Comparative analysis with existing 2D and 1D cloud models highlights the advantages and wider applicability of the proposed methodology for risk evaluation and control in complex geological environments.

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引用次数: 0
Stresses induced in a buried corrugated metal arch culvert due to backfilling compaction efforts
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-19 DOI: 10.1016/j.tust.2024.106096

The use of flexible buried corrugated metal culverts (CMCs) for traffic and watercourses has recently expanded as a promising technique for shallow underground tunnelling. However, in the design of such structures it is challenging to mimic the performance of the mobilized soil-structure interaction. The backfilling process, with the use of compaction forces, can be considered the major loading mode that develops the predominant deformations and internal forces in the culvert body. Therefore, a thorough understanding of the backfilling process and its effects can contribute to improving CMC design methodology. In this study, a laboratory experiment was used to investigate a flexible buried corrugated metal open-bottom arch culvert, where the compaction impact was monitored during each backfill stage. Following the installation of the culvert in a rigid steel tank, seven sequenced backfill layers were added and compacted, until the target cover depth was reached. Culvert deformations and internal forces were recorded during each backfilling stage. Moreover, the variations in vertical soil stresses developed due to backfilling were measured at two locations: the surface of the bedding soil, and just above the culvert crown. In addition, the lateral perpendicular stresses induced at the exterior circumference of the culvert body near the midpoint of each side backfill layer were measured during backfilling. Finally, a numerical analysis using 3D finite element modelling was performed to simulate the construction sequence of the laboratory test during the backfilling process. The numerical modelling results for the culvert deformations and internal forces were then validated against the recorded measurements obtained in the laboratory experiment and a numerical procedure to simulate the induced backfilling efforts was recommended.

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引用次数: 0
Cyclic seismic pushover testing of a multi-story underground station
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-18 DOI: 10.1016/j.tust.2024.106087

The experimental approach is crucial for investigating the seismic performance and damage process of underground structures. Considering the shortcomings of the 1-g, centrifuge shaking table and monotonic displacement pushover tests, a large-scale cyclic displacement pushover test method is proposed based on the soil-underground structure dynamic interaction and seismic performance quantification system. Taking a two-story three-span subway station structure as the prototype, the cyclic displacement pushover test device was designed for a 1/7-scale multi-story subway station based on the seismic response characteristics of underground structures. The corresponding numerical simulations and experiments were conducted. Typical numerical results (including the seismic damage process, capacity curves of the structural columns, and strain response) and test results (the macroscopic phenomenon of structural damage development, strain response, and deformation response) are interpreted. The results show that the proposed cyclic displacement pushover test is better than the monotonic displacement pushover test, the damage process of the tested station structure conforms to the description of the inter-story drift ratio (IDR) quantification system of seismic performance. Meanwhile, the column has greater strain amplitudes than other components, and the column strain curves reach their peaks before other components. Furthermore, the tested station structure has a similar damage pattern to the Daikai subway station. The reliability and feasibility of the proposed cyclic displacement pushover test method are verified.

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引用次数: 0
Quantitative interrelations of conditioning and recycling indices of high-saturation clay soils for EPB shield tunnelling
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-17 DOI: 10.1016/j.tust.2024.106083

It is widely recognized that the improvement effects of the foam on the soil properties during earth pressure balance shield (EPBS) tunnelling can be well characterized by some conditioning evaluation indices such as shear strength, flowability, and compressibility. The number of EPBS has increased significantly worldwide in the past few decades. Consequently, recycling the EPBS muck wastes for other applications becomes important, and in this context, estimating the recycling potential of foam-conditioned soils is of great practical significance. Although numerous studies have proved dewaterability to be one of the most important indices to assess the reusability of clay muck wastes, the dewatering behaviors of foam-conditioned clay soils and their quantitative interrelations with common conditioning evaluation indices are still not properly understood. To understand the comprehensive effects of foams on high-saturation clay soil that is comparable to natural clays of real tunnels, a series of laboratory experiments were carried out, including undrained shear tests, flowability tests, and vacuum filtration tests. The concept of specific resistance was introduced to characterize the dewaterability, taking the effects of filtration time and pressure into consideration. The moisture migration mechanisms at both the conditioning and dewatering stages were analyzed using low-field nuclear magnetic resonance tests. It was found that increasing the degree of saturation and the foam injection ratio could lead to a significant enhancement in the flowability (vertical and horizontal slumps), compressibility, and dewaterability, but a reduction in the undrained shear strength. The injected foams caused the moisture to migrate from micropores to mesopores during conditioning, but from mesopores to micropores and macropores during dewatering. Accordingly, quantitative expressions were established to determine the interrelations between conditioning and dewatering indices. The specific resistance was also demonstrated to be an effective alternative variable to characterize the conditioning performance of foams for high-saturation clay soils. Finally, a new application diagram of different evaluation indices, which can assist engineers in effectively assessing the foam’s effects on clay soils, was provided to contribute valuable knowledge to EPBS tunnelling practices.

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引用次数: 0
Laboratory investigation of rock pillar reinforcement against impact loading by using high-tensile-strength polyurea with different coating thicknesses
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-16 DOI: 10.1016/j.tust.2024.106075

Thin spray-on liners (TSLs) have been widely adopted in underground mining as rock support materials owing to their notable tensile strength, elongation capability, and bond strength with rock surfaces. In this study, to evaluate the reinforcing capacity of a high-tensile-strength polyurea-based TSL on rock pillars subjected to dynamic loads, a series of compression, impact, and compression-after-impact tests were conducted on polyurea-coated coal and limestone samples, which represent soft and hard rock pillars in underground coal mining and stone mining, respectively. The strength, deformative modulus, energy evolution, and failure modes of the rock samples with coating thicknesses of 1, 2.5, 5, and 10 mm were examined. The results indicated that there is a critical thickness above which additional coating does not improve the reinforcing performance. Coated coal samples exhibited a residual stress plateau in the post-peak stage, which was not observed in uncoated samples. The failure mode of polyurea-coated rock pillars depends on the energy absorption threshold of polyurea, causing the coating to fracture and leading to the overall failure of the structure. During the impact, the polyurea coating absorbed excessive energy, thereby enhancing the dynamic strength of rock pillars. Surprisingly, moderate impact loading converted the effect of polyurea coating from passive to active confinement, resulting in a residual strength that surpassed the inherent strength of the rock. Based on laboratory observations, this study concludes that ductile TSLs such as polyurea are particularly advantageous for reinforcing soft rock pillars.

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引用次数: 0
Optimization of relief hole blasting satisfying synergistic constraints of rock-breaking area and hole-bottom minimum burden 优化泄爆孔爆破,满足破岩面积和孔底最小负荷的协同约束条件
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-14 DOI: 10.1016/j.tust.2024.106074

A strategy to optimize relief hole positions is proposed to enhance the effectiveness of tunnel blasting in rock breaking. This study employed two predefined arithmetic progressions to coordinate the distribution of rock-breaking areas and hole-bottom minimum burdens allocated to each row of holes. Iterative calculations were performed to determine the final position of each row of holes. To determine the optimal drilling scheme, modeling and simulation were conducted using a finite element method-smoothed particle hydrodynamics (FEM-SPH) coupling algorithm. This approach allowed for a comparison of the rock-breaking effects of relief holes under different constraint combinations. This study indicates that the displacement of rock particles varies in different depth zones. The largest displacements of the rock particles were observed in the middle of the charge section. For a conventional working face with a width of 12.2 m and a designed advance of 3 m, the rock-breaking efficiency is optimal when the two control ratios, rA and rW, are 1.5 and 1.4, respectively. This study advances the underground blasting design technology and contributes to energy reduction and efficiency improvements in blasting engineering.

为提高隧道爆破的破岩效果,提出了一种优化泄爆孔位的策略。该研究采用了两个预定义的算术级数来协调分配给每排孔的破岩面积和孔底最小负担。通过迭代计算来确定每排钻孔的最终位置。为确定最佳钻孔方案,使用有限元法-平滑粒子流体力学(FEM-SPH)耦合算法进行了建模和模拟。通过这种方法,可以比较不同约束组合下的泄爆孔的破岩效果。该研究表明,岩石颗粒的位移在不同深度区域有所不同。岩石颗粒的最大位移出现在装药段的中部。对于宽度为 12.2 米、设计进尺为 3 米的常规工作面,当两个控制比 rA 和 rW 分别为 1.5 和 1.4 时,岩石破碎效率最佳。这项研究推动了地下爆破设计技术的发展,为爆破工程的节能和增效做出了贡献。
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引用次数: 0
Automatic extraction of geological discontinuities of a tunnel surface by integrating multiple features 通过整合多种特征自动提取隧道表面的地质不连续性
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1016/j.tust.2024.106072

In water conservancy, transportation, and mining projects, the timely acquisition of geological structural information from tunnels is critical in the analysis of engineering geological problems during the investigation and construction stages. The acquisition of comprehensive and accurate geological information from a tunnel surface remains challenging. This study provides an automatic extraction method for geological discontinuities on a tunnel surface by integrating 2D textural semantic features and 3D geological semantic features. A dense point cloud is generated using multiline parallel sequence images, after which the 3D geological semantic features, including the local geological attitude, are calculated. Through a virtual projection from 3D to 2D, the red, green, and blue (RGB) images and geological semantic images based on views of the interior umbrella arch and the sidewalls of the tunnel surface are obtained. The feature mapping between the 2D textural semantic features and the 3D geological semantic features is determined accordingly. The virtual RGB images and geological semantic images serve as dual inputs for ensemble learning for pixel block segmentation, and the output is a similarity probability tensor that describes the probability that each pixel will belong to its surrounding pixel blocks. The pixel blocks are clustered on the basis of pole and contour plots of their geological attitudes to extract geological discontinuities. Experiments were conducted to confirm and evaluate the feasibility and veracity of the proposed method. The developed method automatically extracts geological discontinuities of a tunnel surface and extends the scope of surveying and mapping through geological remote sensing.

在水利、交通和采矿工程中,及时获取隧洞地质结构信息对于分析勘察和施工阶段的工程地质问题至关重要。从隧道表面获取全面、准确的地质信息仍然具有挑战性。本研究通过整合二维纹理语义特征和三维地质语义特征,提供了一种隧道表面地质不连续性的自动提取方法。利用多线平行序列图像生成密集的点云,然后计算包括局部地质姿态在内的三维地质语义特征。通过从三维到二维的虚拟投影,可获得基于内部伞拱和隧道表面侧壁视图的红、绿、蓝(RGB)图像和地质语义图像。据此确定二维纹理语义特征与三维地质语义特征之间的特征映射。虚拟 RGB 图像和地质语义图像作为像素块分割集合学习的双重输入,输出为相似性概率张量,描述每个像素属于其周围像素块的概率。像素块根据其地质态度的极点和等高线图进行聚类,以提取地质不连续性。为了证实和评估所提出方法的可行性和真实性,我们进行了实验。所开发的方法可自动提取隧道地表的地质不连续性,扩大了地质遥感测绘的范围。
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引用次数: 0
Study of the Physiological Characteristics of Drivers Facing Apparent Changes in Highway Tunnel Structures 面对公路隧道结构明显变化的驾驶员生理特点研究
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1016/j.tust.2024.106050

The increasing frequency of structural damage and reinforcement repairs in long-term highway tunnels necessitates an understanding of their effects on drivers. This study examines drivers’ physiological responses to visible structural changes in highway tunnels. Using a vehicle static in-the-loop platform, we created various models of apparent tunnel structure changes for simulated driving experiments. These experiments enabled a detailed analysis of the effects of such changes on driver safety, utilizing metrics such as eye movements, regions of interest, heart rate, and vehicle speed. The results show that visible alterations in tunnel structures significantly affect drivers’ physiological responses. Structural spalling and fire residues within tunnel structures notably increased drivers’ vigilance and psychological stress, resulting in a 14.7% increase in the average number of fixations, a 26.35% increase in the average duration of fixations, and a 36.05% increase in heart rate variability. Additionally, tunnel spalling tends to cause drivers to accelerate or exceed the speed limit, with maximum speeds reaching 17.87% above the designed speed. In contrast, repairs involving cover arch erection had minimal impact on drivers, with eye movement and heart rate data similar to those in ordinary tunnels. However, reinforcement with steel strips and corrugated steel in tunnels has attracted significant attention, with the area of interest exceeding 50% of the tunnel area, potentially leading to distracted driving. This study clarifies the extent of the influence of visible tunnel structure changes on drivers, providing a reference for damage assessment, reinforcement, and repair measures for long-term operated tunnels.

长期高速公路隧道结构损坏和加固维修的频率越来越高,因此有必要了解其对驾驶员的影响。本研究探讨了驾驶员对高速公路隧道中可见结构变化的生理反应。利用车辆静态在环平台,我们创建了各种明显的隧道结构变化模型,用于模拟驾驶实验。这些实验利用眼球运动、感兴趣区、心率和车速等指标,详细分析了这些变化对驾驶员安全的影响。结果表明,隧道结构的明显变化会极大地影响驾驶员的生理反应。隧道内的结构剥落和火灾残留物明显提高了驾驶员的警惕性和心理压力,导致平均注视次数增加了 14.7%,平均注视时间增加了 26.35%,心率变异性增加了 36.05%。此外,隧道剥落往往会导致驾驶员加速或超速,最高车速比设计车速高出 17.87%。相比之下,涉及盖拱架设的维修对驾驶员的影响很小,眼球运动和心率数据与普通隧道相似。然而,隧道中的钢带和波纹钢加固引起了极大的关注,关注面积超过了隧道面积的 50%,有可能导致驾驶者分心。本研究明确了可见隧道结构变化对驾驶员的影响程度,为长期运营隧道的损伤评估、加固和修复措施提供了参考。
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引用次数: 0
Optimized deep learning modelling for predicting the diffusion range and state change of filling projects 预测灌装项目扩散范围和状态变化的优化深度学习模型
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-11 DOI: 10.1016/j.tust.2024.106073

Concealment of filling constructions poses significant challenges for quality assurance in filling engineering. Direct surveillance of fill dispersal currently remains infeasible, while conventional detection techniques suffer deficiencies in efficiency. This research proposes a framework integrating elastic wave monitoring and hybrid deep learning for predictive modelling of filling state transitions and diffusion range. During the sand filling of the immersed tunnel, elastic wave data is collected via elastic wave testing, and the response energy characteristic is derived through time-domain analysis. The trends in elastic wave response energy are correlated with three filling states: free diffusion, accumulation, and filled state, using Seasonal and Trend decomposition using Loess (STL) for seasonal trend analysis. Convolutional Neural Networks (CNN) and Long Short-Term Memory Networks (LSTM) are utilized to extract spatiotemporal features from the response energy trends, facilitating accurate prediction of the trends’ development and the sand filling state over time. The performances of the proposed strategy are illustrated through an application to the case study of the sand filling construction of the Chebeilu immersed tunnel. The CNN + LSTM model with the proposed strategy gave excellent results (MAE 0.0663, MSE 0.0071, RMSE 0.0845). The model can predict fill state changes and quantify diffusion radii to optimize and guide the construction process.

填充结构的隐蔽性给填充工程的质量保证带来了巨大挑战。目前,直接监控填料扩散仍不可行,而传统的检测技术在效率上也存在缺陷。本研究提出了一种整合弹性波监测和混合深度学习的框架,用于预测填土状态转换和扩散范围的建模。在沉管隧道灌砂过程中,通过弹性波测试收集弹性波数据,并通过时域分析得出响应能量特征。利用黄土季节和趋势分解法(STL)进行季节趋势分析,将弹性波响应能的变化趋势与自由扩散、堆积和填充三种填充状态相关联。利用卷积神经网络(CNN)和长短期记忆网络(LSTM)从响应能量趋势中提取时空特征,有助于准确预测趋势的发展和随时间变化的充沙状态。通过对车北路沉管隧道填砂施工案例的应用,说明了所提策略的性能。采用所提策略的 CNN + LSTM 模型取得了优异的结果(MAE 0.0663,MSE 0.0071,RMSE 0.0845)。该模型可以预测填充状态变化并量化扩散半径,从而优化和指导施工过程。
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引用次数: 0
R-C-D-F machine learning method to measure for geological structures in 3D point cloud of rock tunnel face 用 R-C-D-F 机器学习方法测量岩石隧道工作面三维点云中的地质结构
IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-09-11 DOI: 10.1016/j.tust.2024.106071

This study introduces an innovative Roughness-CANUPO-Dip-Facet (R-C-D-F) methodology for the measurement of dip angle and direction in geological rock facets. The R-C-D-F method is distinguished by its comprehensive four-step approach, encompassing filtration through roughness analysis, CANUPO analysis, and dip angle filtration, followed by facet segmentation as the measurement step. To achieve precise and efficient results, the method specifically focuses on isolating joint embedment, achieved by systematically filtering out joint bands. This selective filtration process ensures that measurements are conducted exclusively on relevant joint embedment points. The novelty of this methodology lies in its capability to automatically eliminate joint bands while retaining the joint embedment points, facilitating precise measurements without manual intervention. Three site models were evaluated using the R-C-D-F method, alongside four different techniques for measuring dip angle and direction: plane fitting, normal vector conversion, facet segmentation, and compass measurements. The results demonstrated that all methods accurately calculated the dip angle, with an accuracy ranging from 97 % to 99.4 %. The facet segmentation method was selected as the optimal measurement tool due to its automatic nature and capacity to provide accurate results without manual intervention. Furthermore, the optimal local neighbour radius (LNR) for calculating normal vectors was determined, with findings indicating that a larger LNR value enhances accuracy but also increases computational time. A verification was conducted to estimate the dip angle used for filtering and discarding additional points representing joint rock bands, with the optimal value being 45, 30, and 45 degrees for the respective sites.

The R-C-D-F method effectively detected and eliminated 100 % of joint band points while retaining 81 % of joint embedment points, and the facet segmentation method provided accurate dip angle and direction measurements for each joint embedment segment. These outcomes underscore the robustness and precision of the R-C-D-F method in geological engineering and rock stability studies.

本研究介绍了一种创新的粗糙度-CANUPO-倾角-切面(R-C-D-F)方法,用于测量地质岩石切面的倾角和方向。R-C-D-F 方法的独特之处在于其全面的四步方法,包括粗糙度分析过滤、CANUPO 分析和倾角过滤,然后将面分割作为测量步骤。为了获得精确高效的结果,该方法特别注重通过系统过滤掉接合带来隔离接合嵌入。这种选择性过滤过程可确保只对相关的关节嵌入点进行测量。该方法的新颖之处在于能够自动消除连接带,同时保留连接嵌入点,从而无需人工干预即可进行精确测量。使用 R-C-D-F 方法以及四种不同的倾角和方向测量技术:平面拟合、法向量转换、切面分割和罗盘测量,对三个场地模型进行了评估。结果表明,所有方法都能准确计算倾角,准确率在 97% 到 99.4% 之间。切面分割法由于其自动性和无需人工干预即可提供精确结果的能力,被选为最佳测量工具。此外,还确定了计算法向量的最佳局部邻接半径(LNR),结果表明,LNR 值越大,准确度越高,但也会增加计算时间。R-C-D-F 方法有效地检测并剔除了 100% 的关节带点,同时保留了 81% 的关节嵌入点,而面分割方法则为每个关节嵌入段提供了精确的倾角和方向测量值。这些成果凸显了 R-C-D-F 方法在地质工程和岩石稳定性研究中的稳健性和精确性。
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引用次数: 0
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Tunnelling and Underground Space Technology
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