Abstract
Taking the twin-tunnel shield tunnel of the urban rail transit in Lanzhou City as an example, this article applies the hardening soil small criterion and utilizes finite element software to simulate the excavation process of the undercrossing Yellow River tunnel. The analysis focuses on the deformation effects and axial force variations of nearby bridge foundations in three directions: vertical to the tunnel, along the tunnel, and the vertical direction. The simulation results are compared with monitoring data. The findings indicate that shield tunnel construction increases the deformation of bridge foundations in the vertical and tunnel directions, while mitigating the deformation in the vertical direction. The influence is more significant as the distance between the tunnel and the foundations decreases. The redistribution of stress due to soil disturbance causes foundation deformation, and the magnitude of foundation deformation reflects the extent of soil disturbance. The simulated vertical displacement of the pile head is consistent with the trend observed in the field measurements. The simulation results generally align with the conclusion that the tunnel has minimal impact on the soil beyond a distance of 3–5 times the tunnel diameter.
1 Introduction
In recent years, with the development of urbanization, there has been a rapid increase in the demand for sustainable transportation infrastructure, leading to the construction of a large number of tunnels. Tunnel excavation inevitably results in the release of soil stress and soil movement, causing additional settlement and differential settlement of nearby buildings [1–3]. When tunnel construction is in close proximity to buildings using pile foundations, the interaction between the pile foundation soil, tunnel, and piles themselves leads to certain effects on the adjacent pile foundations during the tunneling process [4–9]. The shield tunneling method is widely applied in urban tunnel and subway construction. Due to the complex urban environment, the shield tunneling process often involves working in close proximity to or crossing pile foundations. Improper handling can result in deformations of the pile foundations, impacting their load-bearing capacity and leading to cracking, uneven settlement, or even collapse of the surrounding structures. For pile foundations, the excavation of the subsurface soil has a significant impact on their load-bearing performance. Therefore, accurately evaluating the additional stress response caused by excavation is an important issue [10,11]. In the process of excavating the tunnel beneath the Yellow River, the interaction mechanism between the tunnel and the pile foundations becomes particularly complex, and the research on its impact analysis is still incomplete [12–15]. Therefore, it is necessary to simulate and analyze the effects of shield tunnel construction on pile foundations.
Currently, there have been numerous studies on the impact of tunnel excavation on adjacent pile foundations, both domestically and internationally [16–19]. The research methods mainly include model experiments, field measurements, overall numerical analysis, and two-stage analysis.
In terms of model experiments and field measurements, Loganathan et al. [19] conducted centrifuge model tests and proposed estimation formulas for the deformation effects of tunnels on pile foundations at different distances. Jacobsz et al. [20] studied the displacement response of single piles in dense dry sand due to tunnel excavation using centrifuge model tests, providing insights into the influence range of tunnel construction on pile foundations. Ritter et al. [21] conducted a series of model experiments to simulate the response of buildings induced by tunnel excavation. They developed an interaction model between piles and buildings and proposed an analytical framework for assessing the impact of tunnel excavation on buildings. Hong et al. [22] conducted two sets of three-dimensional centrifuge tests to simulate the effects of twin parallel tunnels on nearby pile groups. The tests were conducted at two different locations: on both sides of the pile group and below the end of the pile group. Ding et al. [23] carried out field measurements during the construction of a dual-line shield tunnel section in Hangzhou Metro. They analyzed the ground deformation patterns and assessed the suitability of the dual-line Peck formula in soft soil areas. The study also examined the correlation between shield tunnel construction parameters and ground deformation.
The theoretical analysis method, also known as the two-stage analysis method, is employed to investigate the impact of tunnel excavation on structures [24,25]. This method consists of the following two steps: first, the existence of surrounding structures is ignored, and the displacements of undisturbed ground caused by tunnel excavation are calculated; second, the structure is treated as an elastic beam, and the displacements and internal forces perpendicular to the extension direction of the beam are determined by applying the displacements of undisturbed ground as additional loads. In the first step, empirical or analytical methods can be utilized to compute the displacements of undisturbed ground. In the second step, the calculation of the pile’s mechanical response often involves solving high-order nonlinear differential equations, with numerical discretization methods such as the finite difference method [26], finite element method [15], and boundary element method [7] commonly employed. Hence, the accuracy and computational efficiency of the pile’s mechanical response are significantly influenced by the selection of displacement calculation method, foundation and pile models, and the utilization of numerical methods. Zhang et al. [27] employed the two-stage method to calculate the elastoplastic horizontal displacements induced by tunnel excavation on a single pile. Huang et al. [26] employed the two-stage analysis method to investigate the impact of tunnel excavation on pile groups. This method considers the shielding effect among pile groups in layered soils and offers a satisfactory analytical solution for predicting the response of passive piles to tunneling in typical scenarios. Cao et al. [28] proposed a simplified theoretical approach to predict the horizontal mechanical response of single piles induced by tunnel excavation in multi-layered soils. Zhang et al. [29], considering the longitudinal and transverse interaction of pile foundations, derived the differential equations for both single piles and pile groups, and proposed a method to solve the pile head load using the two-stage analysis approach.
In terms of the overall numerical analysis approach, Mroueh and Shahrour [30] conducted three-dimensional elastoplastic finite element simulations to analyze the impact of urban tunnel construction on adjacent pile foundations. The study was carried out in two stages, considering the axial loading on the piles and the tunnel construction. The results showed significant influences on the adjacent pile foundations due to tunnel construction, including notable internal force effects. The distribution of internal forces was found to be closely related to the position of the pile ends and their distance from the center of the tunnel. Jongpradist et al. [31] utilized three-dimensional elastoplastic numerical analysis to explore the effects of tunnel excavation on existing load-bearing piles. Through extensive analyses, they obtained pile response data induced by tunnel excavation and identified the general zones of influence in typical scenarios. Zheng et al. [32] conducted a study on the response of pile-supported buildings to shield tunnel excavation in soft soil. The research was based on case analysis and numerical simulations. The results showed that the settlement of the buildings is significantly affected by the relative position of the tunnel in relation to the pile foundations. Lee and Ng [33] performed a three-dimensional elastoplastic coupled consolidation analysis to investigate the interaction mechanism among soil, tunnel, and piles. Their study focused on the response of loaded piles in stiff clay during the tunneling process.
Currently, there have been numerous meaningful studies on the response of pile foundations to tunnel excavation. However, there is limited research on the impacts of shield tunneling under riverbeds on the surrounding environment. In this study, based on the construction case of the Yellow River crossing tunnel from Yingmentan to Matan area of Lanzhou Metro Line 1, the deformation and axial force effects of shield tunneling on nearby bridge foundations were analyzed using finite element software. The hardening soil small (HSS) criterion and plastic calculation method were employed to simulate the effects of shield tunneling on adjacent bridge foundations using PLAXIS 3D (2020) software. Monitoring points were set in the model to observe the deformations and axial force changes of the bridge foundations caused by tunnel excavation, and a comparative analysis was conducted with the deformations and axial forces of the foundation piles without tunnel excavation. The study yielded valuable findings that can provide insights for similar engineering projects.
2 Project overview
2.1 Project introduction
The Phase 1 project of Line 1 of Lanzhou Urban Rail Transit in Lanzhou City spans from Chenguanying to Donggang, with a total length of 26641.213 m. The entire line is located underground. The Yingmentan to Matan section is situated between Yingmentan in Anning District and Matan in Qilihe District, with a designed mileage ranging from YCk13 + 149.926 to YCk15 + 055.880. The total length of this section is 1,905.954 m, as shown in Figure 1.

Yingmentan-Matan District passes through the Yellow River.
This section passes underneath the Yellow River near the upstream of the Yintan Yellow River Bridge, with the left line ranging from 38 to 49 m from the upstream boundary of the Yintan Bridge, as shown in Figure 1.
The main bridge and approach bridge foundations are constructed using 1.5 m diameter bored cast-in-place piles. The pile design is based on friction piles. For the main bridge, Piers 6 and 7 are located within the Yellow River channel, with a design requirement of 26 piles per pier, totaling 52 piles. The designed effective pile length is 110 m, while the actual borehole depth is 120 m. The length-to-diameter ratio is 120:1.5 = 80:1, indicating an extra-long slender pile. The lateral spacing between pile centers is 2 m, and the longitudinal spacing is 3.55 m, arranged in a staggered pattern. For the abutments, 6 piles are designed with a lateral spacing of 12.75 m and a longitudinal spacing of 4 m.
In this section, the second crossing of the Yellow River occurs near the upstream of the Yintan Yellow River Bridge. The length of the tunnel section beneath the Yellow River is 404.0 m. The design elevation of the track ranges from 1492.226 to 1512.647 m, with a bottom plate depth ranging from 9.78 to 35.3 m. The maximum depth of the tunnel crown in the Yellow River section is 36 m. The entire section consists of a dual-track tunnel with a spacing of 6.8 m between the two tracks. The left line is located 38 to 49 m from the upstream boundary of the Yintan Bridge. The tunnel is constructed using the shield tunneling method. The diameter of the shield machine is 6.48 m, with a length of 96 m. The lining pipes used have an outer diameter of 6.2 m, a width of 1.2 m, and a thickness of 0.35 m.
2.2 Geological and topographic features of the site
The primary geomorphic units in the area are the high floodplain, low floodplain, and riverbed of the Yellow River. The elevation of the high floodplain on the north bank of the Yellow River ranges from 1527.94 to 1528.44 m, with a relatively flat terrain. On the south bank of the Yellow River, the elevation of the high floodplain ranges from 1521.8 to 1526.88 m, and the terrain exhibits relatively significant undulations. During the survey period, the water level ranged from 1519.3 to 1521.1 m, the riverbed width was approximately 404 m, and the water surface width was around 200 m. The high floodplain on both banks was approximately 5 m higher than the water level.
The riverbed consists of Quaternary alluvial deposits from the Neogene period. The first layer, identified as Unit ② gravel layer, has a thickness ranging from 1.5 to 3.2 m. The second layer, known as Unit ③ gravel layer, is part of the lower Quaternary alluvial deposits, and its thickness exceeds 60 m, which was not fully penetrated during the exploration. The tunnel only intersects with the Unit ③ gravel layer. The soil parameters are presented in Table 1.
Soil parameter
① Fill soil | ② Gravel | ③ Gravel | |
---|---|---|---|
Natural unit weight (kN/m³) | 16 | 21.8 | 22.8 |
Saturated unit weight (kN/m³) | 20 | 23.2 | 23.3 |
Initial horizontal stress coefficient | 0.54 | 0.33 | 0.28 |
Poisson’s ratio | 0.35 | 0.25 | 0.23 |
Cohesion (kN/m²) | 1 | 0 | 15 |
Internal friction angle (°) | 30 | 35 | 40 |
Elastic modulus (kN/m²) | 5,000 | 45,000 | 50,000 |
Permeability coefficient (m/day) | 5–8 | 55–64 | 50–55 |
3 Model overview
3.1 Simplification of topography and landform and model establishment
As shown in Figure 1, the tunnel in the section from Yingmentan to Matan is curved, with distances of 49 and 38 m from the main bridge pier and the abutment foundation, respectively. The tunnel depth is shallow on the south bank of the Yellow River and deep on the north bank. Therefore, simplifications are made to the actual conditions to facilitate modeling. The actual computational model boundaries do not include both banks, and the elevations on the south and north banks are set to ±0.000 m. The riverbed at the bottom is uneven, and the south bank of the Yellow River extends to 271 m on the north bank, which is simplified as a horizontal riverbed with an elevation of −6.000 m. From 271 to 404 m, the riverbed is lower in the middle and higher on both sides. At 327 m, the elevation of the top layer of the gravel layer (②) is lowered to −14.9 m to simulate the riverbed, with a water level elevation of −8.500 m.
3.2 Establishment of finite element model
A three-dimensional model was created using PLAXIS3D to simulate the undercrossing of the Yellow River. The soil model for the undercrossing section consists of three layers. The first layer is composed of ① miscellaneous fill soil with a thickness ranging from 0.8 to 14.5 m. The second layer is composed of ② gravel soil with a thickness ranging from 3 to 11.9 m. The third layer is composed of ③ gravel soil with a thickness of 117.1 m. The water level is set at −8.500 m. The model configuration is depicted in Figures 2 and 3.

Main bridge pile foundation and tunnel model.

Side bridge pier foundation and tunnel mode.
The pile foundations of the main piers and abutments were simulated using Embedded pile models, with a diameter of 1.5 m and a length of 120 m. Both the main piers and abutments were provided with pedestals, and the pedestal surfaces were subjected to distributed loads to mimic the self-weight of the superstructures. The surface of the pedestals was subjected to a distributed load of −260 kN/m2, while the abutment pedestals were subjected to a distributed load of −90 kN/m2.
To establish the models, the tunnel is simplified as a horizontal tunnel based on the tunnel roof depth at the closest distance to the bridge foundations. Taking the midpoint of the bridge foundations as the reference point, a 60 m extension is created on both sides along the tunnel alignment for the shield tunneling simulation. Two separate models are developed to simulate the main piers and abutments. In the main pier model, the distance between the main pier and the tunnel centerline is 49 m, with a tunnel roof depth of 23.5 m. The model dimensions are 90.5 m in the transverse direction, 120 m along the tunnel alignment, and 135 m vertically. In the abutment model, the distance between the abutment and the tunnel centerline is 38 m, with a tunnel roof depth of 23.5 m. The model dimensions are the same as the main pier model.
3.3 Model calculation
The soil model adopts the HSS model, which is superior to commonly used constitutive models in describing shear hardening, compression hardening, loading or unloading, and small-strain behaviors. It is more suitable for simulating excavation problems.
Both the main pier and side pier models simulate the excavation of the left-line tunnel, considering only half of the tunnel in the simulation. The main pier model has a total excavation length of 106.8 m, with an excavation step size of 2.4 m, totaling 32 steps. The side pier model has a total excavation length of 99.6 m, with an excavation step size of 2.4 m, totaling 29 steps. During the construction phase, the initial position of the Tunnel Boring Machine (TBM) is established, with an already excavated length of 18 m set to avoid boundary effects.
The TBM advancement phase is then created. Since the advancement process essentially involves the transfer of construction loads and the stiffness of the shield machine, plate elements representing the TBM advance one ring at a time. The lining of the already excavated section is activated, while other parameters remain the same as in the initial position. Figure 4 shows the TBM advancement stage 32.

TBM promotion phase 32.
The face equilibrium pressure is the pressure exerted by the shield machine on the excavated soil. Insufficient pressure can cause settlement of the soil ahead, while excessive pressure can lead to a heave of the soil and have a significant impact on surrounding structures. The face equilibrium pressure is essentially equal to the horizontal earth pressure at the excavation face. Based on the selected values of earth pressure at the excavation face [13], calculations are conducted using the saturated unit weight of the soil and the unit weight of water above the soil, with a value of 0.3 MPa. The grouting pressure is set at −0.3 MPa, as the direction of the grouting pressure is opposite to the interface of the simulated shield machine plate elements. Therefore, a negative value is assigned. The jacking force is set at −0.64 MPa, with its direction opposing the advancement direction of the shield machine. Once all construction steps are defined, calculations are performed at monitoring points selected along the pile body.
4 Calculation results analysis
4.1 Analysis of deformation in main pier piles
The analysis of the foundation pile deformation was conducted for both the main pier and the side pier. Figures 5 and 6 illustrate the deformation of the selected foundation piles in the main pier along the X- and Y-axes, respectively, as the tunnel excavation progresses to different positions. The X-axis is perpendicular to the direction of the shield tunneling, while the Y-axis is parallel to the tunneling direction. Figures 7–9 represent the displacement curves of the foundation piles along the X, Y, and Z axes, respectively. The displacement changes at nine different tunneling positions were chosen for analysis.

Displacement of the pile along the X-axis when the tunnel is excavated at different positions.

Displacement of the pile along the Y-axis when the tunnel is excavated at different positions.

The displacement of the pile along the X-direction.

The displacement of the pile along the Y-direction.

The displacement of the pile along the Z-direction.
Figure 5 illustrates the deformation of the main pier foundation piles at different positions of the shield tunnel: initial position, 58.8, 87.6, and 106.8 m. From the figure, it can be observed that at the initial position of the shield tunnel, the displacement at the pile head is the largest and decreases as the pile depth increases, deviating from the tunnel. When the shield tunnel reaches 58.8 m, the displacement at the pile head continues to increase, while the displacement along the pile body remains relatively small. As the shield tunnel advances to 87.6 m, the displacement at the pile head further increases in the direction away from the tunnel, while the displacement of the pile body and pile toe develops towards the direction closer to the tunnel, with the maximum displacement always occurring at the pile head.
Figure 6 illustrates the deformation of the pile along the Y-axis during the excavation process, where the positive sign indicates deformation in the positive direction of the Y-axis, consistent with the direction of the TBM. From the graph, it can be observed that the deformation in the Y-direction is greater than the deformation in the X-direction, and it is distributed throughout the entire length of the pile. The maximum displacement occurs at the pile cap and decreases with increasing depth. The majority of the displacement in this direction occurs prior to the arrival of the TBM. There are two main reasons for the significant displacement in this direction: first, the inclined riverbed alters the original state of the surrounding soil structure during pile group construction, resulting in a redistribution of soil stresses. This leads to uneven soil pressure acting on the pile cap in the Y-direction. When the soil pressure is sufficiently high, the pile cap tends to move towards the direction of lower soil pressure, which is the positive direction of the Y-axis, thereby increasing the displacement at the pile cap. Second, the TBM induces disturbances in the surrounding soil as it advances, causing displacement of the pile in the direction of tunnel advancement. The proximity between the TBM and the pile amplifies this effect, resulting in the maximum displacement occurring when they are closest to each other. The main causes of foundation pile deformation are as follows: (1) non-uniform distribution of superimposed loads: Uneven distribution of loads on the superstructure can lead to differential settlements and uneven deformation of the foundation piles. (2) Flexure of the raft and deformation of surrounding piles: the flexural behavior of the raft and the deformation of neighboring piles can also influence the deformation of the specific foundation pile. (3) Poor soil properties within the raft area: the soil properties within the area of the raft (within the envelope of the pile group) may be inferior, resulting in weak constraints on the foundation pile. (4) Redistribution of soil stresses during shield tunneling: when the shield tunneling disrupts the original soil equilibrium, there is a redistribution of soil stresses. The non-uniform soil pressures exerted on the foundation pile can cause deformation. These factors, either individually or in combination, contribute to the deformation of foundation piles. It is important to consider these factors in the analysis and design of foundation systems to ensure the stability and integrity of the structure.
As shown in Figure 7, the displacement of the pile cap is the smallest at the initial position of the TBM, measuring 2.45 mm. From the curves above −55 m, it can be observed that as the TBM advances, the upper part of the pile deviates further away from the tunnel. At the completion of the tunnel boring, the maximum displacement at the pile cap reaches 5.95 mm, representing a 142.8% increase. It is noticeable that the closer the TBM is to the pile, the faster the displacement increases, as indicated by the spacing between the curves. The displacement of the pile shaft below −55 m develops towards the direction of the tunnel as the TBM progresses. The maximum displacement of the pile shaft occurs at −80 m, measuring 0.75 mm. The influence of the TBM decreases with increasing depth, and the displacement at the pile toe is already formed prior to tunnel excavation, remaining unaffected by the TBM.
The decrease in pile displacement as the TBM continues to advance is primarily due to the diminishing influence of the machine on the pile with increasing distance. Additionally, the reinforcement of the tunnel helps to control soil deformation, resulting in reduced soil rebound and consequently smaller pile displacements.
Figure 8 illustrates the displacement curve of the piles along the direction of TBM advancement. The density of the displacement curve indicates a significant influence of the machine on the surrounding and upper soil. The displacement at the pile head increases as the TBM advances, reaching a peak of 7.03 mm at the closest distance. This represents a 20.9% increase compared to the pre-tunneling condition. However, as the TBM continues to advance, the pile displacement starts to decrease. At a distance of 106.8 m, the displacement reduces to 6.45 mm, which is an 11% increase compared to the initial position of 5.81 mm. The displacement of the pile body initially decreases and then increases during the advancement process. Taking the example of −80 m, the initial displacement is 5.34 mm, reaching the minimum value of 4.9 mm when the TBM advances to 78 m. Subsequently, the displacement starts to increase again, reaching 5.02 mm at the end of the tunnel boring process. Overall, the tunneling process leads to a 5.9% reduction in displacement.
Figure 9 illustrates the variation of vertical displacement of the piles with the advancement of the TBM. To highlight the vertical displacement changes, the difference between the vertical displacement at each advancement stage and the initial stage is plotted. The negative sign indicates an increase in displacement, while the positive sign indicates a decrease. From the graph, it can be observed that as the TBM advances, the vertical displacement of the piles slightly increases. At the end of the tunnel boring process, the maximum increment of vertical displacement at the pile head is 0.18 mm, which represents a 0.93% increase compared to the initial position. The growth rate of displacement becomes faster as the distance to the TBM decreases. Moreover, the rate of increase in vertical displacement decreases with the increasing depth of the piles.
The two main factors contributing to the significant initial vertical displacement of the piles are as follows: the first factor is the disturbance of the soil’s original structure during the construction of the pile group. This leads to a lower soil performance within the inner envelope of the pile group compared to the soil outside the pile group. Consequently, the axial forces of the piles cannot be effectively transferred to the soil through lateral frictional resistance. The second factor is the overlapping stress between adjacent piles, resulting in an elevation of stress levels and a deepening of the compression layer below the pile toe. This leads to greater settlement and a longer duration of settlement for the pile group compared to individual piles, known as pile group effects.
4.2 Analysis of pile deformation in abutment piers
Figure 10 illustrates the deformation of the abutment piles along the X-axis. At the initial position of the TBM, the maximum deformation occurs at the pile head with a magnitude of 0.81 mm, pointing towards the tunnel. As the TBM advances, the pile head displacement starts to develop in the direction away from the tunnel, while the pile body displacement develops towards the tunnel. At the end of the tunnel boring process, the pile head deformation increases to 3.97 mm, diverging from the tunnel, with a change of 4.09 mm. The maximum deformation of the pile occurs at −17.9 m, with a magnitude of 4.07 mm, diverging from the tunnel, with a change of 4.31 mm. The pile body deformation reaches its maximum value of 0.53 mm at −89.79 m, compared to the initial position of 0.05 mm, resulting in an increase of 0.48 mm in deformation.

Displacement of the pile along the X-axis when the tunnel is excavated at different positions.
As shown in Figure 11, the maximum displacement occurs at a pile depth of −17.9 m, which is the furthest distance from the tunnel. The pile body displacement increases with the advancement of the TBM and reaches a peak of 0.53 mm at −89.79 m, slightly smaller than the displacement of the main pier piles. Examining the displacement curves within the range of pile heads, it can be observed that the curve spacing is denser during the TBM advancement from 30 to 46.8 m, indicating a slower deformation rate of the pile head and a lesser influence from the TBM. However, as the TBM continues to advance from 56.4 to 94.8 m, the spacing between the displacement curves along the X-axis widens, indicating an accelerated deformation rate of the pile head and a greater influence from the TBM. As the TBM further progresses, the growth of pile head deformation slows down, suggesting a diminishing impact from the TBM.

The displacement of the pile along the X-direction.
Figures 12 and 13 depict the deformation and displacement of the edge pier piles along the tunnel direction. By comparing the displacement curves before and after the TBM advancement, it can be observed that the piles above −20.64 m are significantly affected by the machine. The maximum displacement of the pile head occurs at 66 and 75.6 m of advancement, reaching a peak of 2.87 mm. This represents a 41.4% increase compared to the initial displacement of 2.03 mm. However, as the TBM continues to advance, the displacement decreases, reaching 2.31 mm at the end of the process. Overall, the tunneling process results in a 13.8% increase in pile head displacement. On the other hand, the displacement of piles below −20.64 m remains smaller than the initial displacement. The largest change in pile body displacement occurs at −51.4 m, where the displacement before the TBM advancement is 1.89 mm, decreasing to 1.39 mm at the end of the process, a reduction of 26.5%. The magnitude of displacement change for the piles below −51.4 m decreases with increasing depth, indicating a diminishing influence from the TBM.

The displacement of the pile along the Y-direction.

The displacement of the pile along the Y-direction.
Figure 14 illustrates the vertical displacement of the edge pier piles. To highlight the variations in vertical displacement, the displacement differences between each advancement stage and the initial stage are plotted, with a negative sign indicating an increase in displacement and a positive sign indicating a decrease. From the graph, it can be observed that the vertical displacement of the piles decreases with increasing depth. As the TBM progresses, the vertical displacement slightly increases for depths above −55 m. The maximum increase occurs at −40 m, with a magnitude of 0.02 mm, representing a 2.1% increase. However, for depths below −55 m, the vertical displacement starts to decrease as the TBM advances. The maximum reduction occurs at −89 m, with a magnitude of 0.074 mm, indicating a 52.8% decrease compared to the initial displacement.

The displacement of the pile along the Z direction.
4.3 Analysis of pile axial force variation
Figure 15 illustrates the variation of axial force in the main pier piles as the TBM advances to different positions. It can be observed from the graph that the axial force of the piles initially increases and then decreases with increasing depth. This phenomenon is attributed to the significant disturbance caused by the construction of the pile group, which reduces the mechanical properties of the surrounding soil. As a result, the transfer of axial force from the pile body to the soil is not efficient, leading to an increase in axial force for piles located above −33 m depth, under the influence of upper loads and self-weight. In contrast, the soil below −33 m depth experiences less disturbance and can effectively transmit the axial force from the pile body to the soil, resulting in a decrease in axial force. As the depth exceeds 60 m, the rate of axial force reduction accelerates, and the bearing capacity of the pile toe begins to play a role, leading to a rapid decrease in axial force until it reaches its minimum value.

Axial force variation of main pier pile foundation.
Based on Figure 15, it can be observed that the axial force of the main pier piles decreases as the TBM advances. Taking the pile head axial force as an example, the axial force before tunneling is 1962 kN, which decreases to 1867 kN at the end of the tunneling process, resulting in a reduction of 4.8%. The maximum axial force of the piles decreases from 2014 to 1915 kN, representing a reduction of 4.9%. According to the calculated data from the model, it is evident that the location of the maximum axial force shifts upward as the TBM advances. Prior to tunneling, the maximum axial force occurs at a depth of −33 m, whereas at the end of tunneling, the maximum axial force occurs at −29 m. It can be concluded that as the piles go deeper, their axial force is less affected by the TBM.
Based on Figure 16, the axial force variation of the side pier piles during the advancement of the TBM is shown. The axial force of the piles increases with increasing depth for depths greater than −20 m, reaching a maximum value of 2034.5 kN. However, for depths below −20 m, the axial force decreases with increasing depth. As the TBM advances, the rate of axial force attenuation accelerates. specifically, the pile head axial force decreases from 2005.4 kN before tunneling to 1826.4 kN at the end of the tunneling process, representing a reduction of 8.9%. The maximum axial force of the piles decreases from 2034.5 to 1793.2 kN, resulting in an 11.8% reduction. At a depth of −85.84 m, the pile experiences the greatest variation in axial force. The axial force decreases from 1417.14 kN before tunneling to 291.02 kN, representing a significant reduction of 79.46%.

Axial force variation of side pier pile foundation.
The variation in axial force between the main pier piles and the side pier piles is significant. There are two main reasons for this difference. First, the main pier piles have a larger number of piles compared to the side pier piles, which makes them more stable and less affected. Therefore, the axial force of the main pier piles decreases at a slower rate along the pile shaft compared to the side pier piles. Second, the impact of TBM advancement on the vertical displacement of the piles is greater for the side pier piles than the main pier piles. As the relative displacement decreases, the axial force also decreases. Therefore, as the TBM advances, the axial force of the side pier piles attenuates at a faster rate compared to the main pier piles.
5 Analysis of TBM construction monitoring results
This study conducts a comparative analysis between the monitored and simulated data of vertical displacement at monitoring point JO41 of the side pier in the Yin Tan Yellow River Bridge.
Figure 17 illustrates the comparison between the simulated and monitored data of vertical displacement at the pile head of the side pier. The vertical displacement is plotted on the Y-axis, with the downward direction represented as negative. The X-axis represents the number of construction days, with 0 denoting the start of tunneling within the simulation range. The simulation period encompasses a total of 75 days of construction until the TBM exits the simulation range.

Vertical displacement comparison diagram of pile top.
Observing the displacement variation curve at monitoring point JO41, it can be observed that the vertical displacement of the pile head exhibits a fluctuating pattern, with an overall decreasing trend as the TBM advances. Initially, as the TBM enters the simulation range, the vertical displacement of the pile head gradually increases, which is consistent with the simulation results. As the TBM continues to advance, the vertical displacement starts to increase and fluctuate. There are three reasons for this behavior: (1) The presence of a gravel layer and the poor quality of the complex geological soil: the tunnel is located below the water level, and tunnel excavation reduces the water level in the vicinity. This leads to an increase in the effective self-weight stress of the surrounding soil, resulting in greater settlement and vertical displacement of the pile foundation. (2) The pile foundation experiences not only static loads from the superstructure but also various dynamic loads, increasing the complexity of vertical deformation and posing challenges in measurement. (3) The construction of the lining exerts passive earth pressure on the soil, providing a certain degree of “pre-reinforcement,” which reduces the vertical displacement of the pile foundation to some extent. Additionally, measurement errors during manual readings can also affect the accuracy of the monitoring data.
6 Conclusion
This article is based on a case study of shield tunneling in Lanzhou Metro. The HSS criteria and plastic calculation methods were adopted, and the PLAXIS3D software was used to simulate the tunneling shield construction for the crossing of the Yellow River. The study analyzed the deformation and axial force effects of nearby bridge piles caused by the advancement of shield tunneling. The following conclusions were drawn.
In the direction perpendicular to the advancement of the TBM, the deformation of the pile head develops away from the tunnel, while the deformation of the pile shaft develops towards the tunnel. The magnitude and range of deformation at the pile head are greater than those at the pile shaft. By comparing the deformation of the pile heads between the main pier piles and the side pier piles, it can be observed that the deformation of the pile head in that direction is influenced by boundary conditions and the surrounding environment.
The deformations of the main pier piles and side pier piles along the direction of tunnel advancement are generally consistent, pointing towards the direction of the TBM. As the TBM advances, the pile displacement initially increases and then decreases. When the TBM is closest to the piles, the deformation reaches its maximum. As the TBM continues to advance, the deformation decreases. Throughout the entire tunneling process, the pile head displacement of both the main and side pier piles increases while the pile shaft displacement decreases.
The process of TBM advancement can partially mitigate the vertical displacement of the piles. The reduction effect is more significant when the initial vertical displacement is smaller, while for larger vertical displacements, it is manifested as a decrease in the rate of vertical displacement growth.
The magnitude of pile axial force is influenced by the vertical displacement, and within the permissible range defined by the standards, a larger relative displacement between the pile and the soil corresponds to a greater axial force. From the analysis of pile shaft displacement and axial force, it can be observed that as the TBM advances, the vertical displacement decreases, leading to a reduction in axial force. At a depth of −85.8 m, from the start to the end of the TBM operation, the displacement of the main pier pile decreases from 14.78 to 13.37 mm, and the axial force decreases from 1687.75 to 1548.51 kN, representing a decrease of only 8.3%. On the other hand, the displacement of the side pier pile decreases from 3.04 to 0.29 mm, and the axial force decreases from 1417.14 to 291.02 kN, resulting in a significant decrease of 79.46%.
The TBM has a greater impact on the surrounding and upper soil, while its influence on the lower soil is relatively smaller, which is consistent with the existing theory that tunnels have a limited impact on the soil beyond a range of 3–5 times the tunnel diameter. The deformation of the piles is essentially caused by the disruption of the equilibrium between the piles and the soil by the TBM, leading to stress redistribution and the formation of a new equilibrium in the soil. The piles undergo deformation under the influence of non-uniform soil pressure. Additionally, the extent of pile deformation can also indicate the degree of disturbance in the soil.
The simulated values of the pile head vertical displacement exhibit a similar trend to the measured values, which provides valuable guidance for practical engineering applications.
Acknowledgements
The authors sincerely thank the anonymous reviewers for their significant contribution to the improvement of this paper.
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Funding information: This work is supported by the National Natural Science Foundation of China (Grant Number: 52168050 and 51768040).
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Author contributions: Liangliang Xin: conceptualization, methodology, software, validation, formal analysis, writing – review & editing. Shuaihua Ye: conceptualization, methodology, supervision, writing – review & editing, funding acquisition, project administration. Dengqun Wang: methodology, validation, data curation, software.
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Conflict of interest: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this article.
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Ethical approval: The conducted research is not related to either human or animal use.
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Data availability statement: All data generated or analyzed during this study are included in this published article.
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