Numerical Simulation and Optimization Design of End-Suspended Pile Support for Soil-Rock Composite Foundation Pit

In order to design the soil-rock combination foundation pit more safely and eﬀectively, this paper presents the investigations of the mechanical and deformational characteristics of end-suspended piles supporting the structures in Jinan CBD area. Based on the measured data, a ﬁnite element model was established through the two-dimensional numerical simulation method to study the deformational characteristics of the end-suspended piles, and the inﬂuences of the depth of socketed rock, the width of rock shoulder, and the prestress of anchor cables on the deformations and mechanical property of end-suspended piles were discussed. Some optimization methods are proposed based on these analyses. Results show the following: (1) Rock-socketed depths have boundary eﬀect on end-suspended piles. Under the given geological conditions, the reasonable socketed ratio is within 0.158 ∼ 0.200. (2) The anchor cable prestress can eﬀectively slow down the ground settlement, the force, and deformation of the pile body and can be set to 1 P ∼ 1.25 P under the conditions of the site. (3) Rock-shoulder width has little inﬂuence on the ground settlement and horizontal displacement of piles. The reserved width of rock shoulder is suggested to be selected in the range of 1.0m ∼ 1.5 m.


Introduction
Subway is gradually becoming an important way to improve urban traffic, and the deep foundation pit engineering of subway station plays an important role in subway construction.
ere are a lot of intrusive magmatic rocks in Jinan area, resulting in the fact that the thickness of soil layer is generally less than 30 m [1]. erefore, there are a large number of soil rock composite foundation pits in Jinan area; that is, the upper part of the foundation pit is soil layer and the lower part is rock layer. e supporting structure of endsuspended pile is a kind of supporting structure which is widely used in soil rock composite foundation pit at present.
Many domestic scholars have carried out research on the stress, deformation, and optimal design of the supporting structure of end-suspended piles. Liu and Li [2] analyzed the mechanical and deformation characteristics of the supporting structure of the end-suspended pile in the soil rock composite foundation pit by numerical modeling.
e results show that the supporting effect of the endsuspended pile in the soil rock composite foundation pit is good, but the rock blasting construction has a great adverse effect on the stress and deformation of the microsteel pipe pile. Liu et al. [3] analyzed the stress and deformation of end-suspended pile in soil rock composite foundation pit by numerical simulation and mainly studied the influence of rock-socketed depth and rock-shoulder width on the stress and deformation of end-suspended pile. e results show that when the width of rock shoulder and the depth of rock socket reach a certain value, the increase of rock shoulder has little effect on the pile deformation. Wu et al. [4] analyzed the influence of soil rock elastic modulus ratio, rock-socketed depth, and rock-shoulder width on pile stress and deformation through finite element simulation. e results show that, with the excavation of foundation pit, the horizontal displacement of pile increases and the deformation position moves down; when the excavation reaches the soil rock interface, the shear force and bending moment of the pile body are the maximum; the rocksocketed depth is 1.5 m and the rock-shoulder width is 1.5-2.0 m. Taking a station of Qingdao Metro as the research background, Abbott et al. [5] established a plane model through PLAXIS 2D to analyze the deformation characteristics of the soil rock dual element foundation pit supported by the end-suspended pile. e research shows that the reciprocal first row of prestressed anchor cables set in the length range of the end-suspended pile play a significant role in controlling the horizontal displacement of the pile foot during the excavation of the foundation pit.
To sum up, these studies are mainly aimed at Qingdao, Dalian, and other areas, and the conclusions are of certain significance for the stress and deformation characteristics of end-suspended pile support. However, there is still a lack of research on the supporting characteristics of the end-suspended pile in Jinan area [6][7][8], and the research on the bearing capacity of the rock-shoulder part of the end-suspended pile is not thorough enough, which is difficult to guide the engineering application. Based on PLAXIS 2D finite element numerical simulation of foundation pit deformation, this paper studies the stress and deformation characteristics of end-suspended pile support in Jinan area and analyzes the influence of anchor cable prestress, rocksocketed depth, rock-shoulder width, and other factors on foundation pit deformation and support structure stress, so as to put forward corresponding optimization design suggestions.

Deformation Characteristics of Typical
Section of the Foundation Pit Supported by End-Suspended Piles 2.1. Project Overview. Underground rail transit project is an important part of the development and utilization of underground space in Jinan, including five stations and four sections. is paper mainly analyzes the South Industrial Road station. e basic information of subway station is shown in Table 1. According to the stratum conditions revealed in the depth range of engineering geological survey, the Quaternary stratum is mainly composed of silty clay, clay, silty clay with gravel, gravel, and cemented conglomerate, and loess is partially exposed. Ordovician limestone is underlain in Quaternary strata, and marl is exposed locally.

Establishment of the Finite Element
Model. According to the foundation pit at the east side of axis 1-3 of Gongye South Road station, the numerical model of the foundation pit supported by end-suspended piles is established, as shown in Figure 1. e excavation depth of the foundation pit is 23.5 m. In order to ensure the accuracy of the results, the width of the model size is 2-3 times the excavation depth of the foundation pit, and the depth is about 2 times the excavation depth of the foundation pit. erefore, the model size is 64 m × 47 m. See Table 2 for specific geotechnical parameters, Table 3 for support structure parameters, Table 4 for prestressed anchor cable parameters, and Table 5 for specific excavation conditions.

Surface Subsidence.
Five ground settlement monitoring points are set in the section, and the distance from the edge of the foundation pit is 1 m, 4 m, 9 m, 14 m, and 24 m, respectively. Figure 2 shows the ground settlement values and numerical simulation results of the monitoring points under various working conditions. It can be seen that the ground settlement outside the foundation pit presents a typical "spoon type." With the increase of the distance to the edge of the foundation pit, the ground settlement value increases rapidly and then decreases and reaches the maximum at about 4 m away from the edge of the foundation pit. If the limit value H of surface subsidence influence range is −0.5 mm, the corresponding surface subsidence influence range of each working condition is about 0.49H, 0.60H, 0.70H, and 0.81H, respectively. It can be seen that the influence range of surface subsidence increases with the increase of excavation depth. Figure 3 shows the change of the maximum ground settlement with the excavation depth. It can be seen that the maximum ground settlement increases with the increase of the excavation depth. When the excavation reaches 16.0 m, the ground settlement has completed 87.82% of the maximum settlement value, and then the increase rate becomes smaller. e reason is that the self-stability of the rock is good, and it shows that most of the ground settlement outside the combined foundation pit is produced in the soil excavation stage; the difference between the numerical simulation results and the measured values is 0.09 mm, 0.24 mm, 0.42 mm, and 0.21 mm, respectively, which shows that the numerical model can better reflect the deformation characteristics of the ground outside the pit.

Stress and Deformation Characteristics of the Pile.
e horizontal displacement of the pile is shown in Figure 4. It can be seen that the overall shape of the horizontal displacement curve of the pile from the numerical simulation results under each working condition is similar to the measured results, showing an obvious parabolic shape. e main reason is that the soil pressure on the pile top is small, and the prestressed anchor cable at the top limits the horizontal displacement of the pile, while the part near the rock shoulder at the bottom is constrained by the rock shoulder. Similarly, the horizontal displacement is small. e variation trend of maximum horizontal displacement of pile with foundation pit excavation is shown in Figure 5. e horizontal displacement of the pile increases rapidly in the soil excavation stage, and the horizontal displacement has completed 93.24% in this stage, which indicates that the horizontal displacement of the end-suspended pile also mostly occurs in the soil excavation stage.

Deformation Characteristics of Typical Section of the Foundation Pit Supported by End-Suspended Piles
3.1. Prestress. Five different prestressing conditions are considered in the model. e original design condition is 1P, the other conditions are 0.5P, 0.75P, 1.25P, and 1.5P, respectively (P is the original design prestress value of each bolt), and the other conditions are the same. e surface settlement outside the pit under various prestress conditions is shown in Figure 6. e influence range of the working condition is about 1.02H, 0.85H, 0.81H, 0.43H, and 0.26H, respectively. It can be seen that the influence range of surface settlement decreases with the increase of prestress. e surface settlement deformation of each working condition is similar to the spoon shape, and the maximum surface settlement occurs about 5 m away from the edge of the foundation pit. e maximum value of ground settlement under each working condition is shown in Figure 7. It can be seen that the maximum ground settlement is approximately inversely proportional to the prestress. e horizontal displacement of pile is shown in Figure 8. It can be seen that the prestress of anchor cable has a great influence on the horizontal displacement of pile. With the increase of prestress, the horizontal displacement of the pile decreases rapidly, and even there is a negative displacement outside the foundation pit at the top of the pile. e relationship between the maximum horizontal displacement of pile and prestress is shown in Figure 9. It can be seen that the          Figure 10. e influence of prestressed anchor cable on pile stress is mainly reflected in two aspects. One is the effect of direct force; for example, the mutation on the shear diagram reflects the effect of prestress: the greater the prestress is, the greater the mutation is; the other is that the increase of prestress also limits the displacement of the pile, thus indirectly changing the effect of the force between the pile and soil. Above the excavation face (16 m), the increase of anchor cable prestress makes the pile move out of the foundation pit, which leads to the increase of earth pressure. For example, the shear diagram between the first and second anchor cables and between the third anchor cable and the excavation face show that the earth pressure under 1.5P condition increases rapidly. Below the excavation face, that is, the rock shoulder, the earth pressure of the rock shoulder decreases because the prestressed anchor cable controls the displacement of the pile. In the bending moment diagram, there is a similar trend. e maximum absolute values of pile shear force and bending moment are 233.2 kN and 355.7 kN·m under 0.5P condition, which are 9.2% and 32.1% higher than the original design condition (1P). e surface settlement under different shoulder widths is shown in Figure 11. It can be seen that the width of rock shoulder has little influence on surface subsidence, and the influence range of surface subsidence is about 0.66 h∼0.82 h.

Shoulder
is is due to the change of the width of the rock shoulder to strengthen or weaken the constraint at the bottom of the end-suspended pile.
e maximum value of ground settlement under each working condition is shown in Figure 12. It can be found that the maximum value of ground settlement changes relatively fast from 0.5 m to 1.5 m of rock-shoulder width, and the change speed is slightly slow when it is greater than 1.5 m, but the total change range is not large. Compared with the original design condition (1.5 m), the width of rock shoulder of 0.5 m is increased by about 14.4%, while the width of rock shoulder of 3 m is only reduced by 7.1%. e horizontal displacement of pile is shown in Figure 13. It can be seen that the influence of rock-shoulder width on the horizontal displacement of pile is mainly below 10 m, and the larger the rock-shoulder width is, the smaller the horizontal displacement of pile is. is is mainly due to the increase of the thickness of the rock shoulder, which makes the ability of restraining the horizontal displacement of the pile increase. And it can be found that the deformation curve of the pile is close to the deformation curve of the rock-socketed part of the rock-socketed pile when the width of the rock shoulder is 3 m, which indicates that there is a marginal effect in increasing the width of the rock shoulder to control the horizontal displacement of the pile, and the main reason is that there is a free face in the rock shoulder of the end-suspended pile. e relationship between the maximum horizontal displacement and the width of rock shoulder is shown in Figure 14. It can be found that the maximum horizontal displacement of the pile changes relatively quickly from 0.5 m to 1.  Maximum horizontal displacement of pile (mm) Figure 9: Influence of prestress on maximum horizontal displacement of the pile. 8 Advances in Civil Engineering   shoulder width is 3 m, it first increases rapidly and then gradually decreases to 0. is shows that the stress characteristics of the pile at the shoulder are related to the restraint capacity of the shoulder.

Rock-Socketed Depth.
Five different rock-socketed depth conditions are set in the model. e original design rocksocketed depth is 4 m, and the other working conditions are 1 m, 2 m, 3 m, and 7 m, respectively. e surface settlement outside the pit under different rock-socketed depths is shown in Figure 16, which shows that the rock-socketed depth has little effect on the surface settlement, and the influence range of the surface settlement is similar. e maximum value of ground settlement under each working condition is shown in Figure 17. It can be found that the maximum value of ground settlement changes relatively fast from 1 m to 4 m rock-socketed depth, and the change speed is slightly slower when it is greater than 4 m, but the total change range is not large. Compared with the original design condition (4 m), the rock-socketed depth of 1 m increases by about 21.8%, while the rock-socketed depth of 3 m decreases by only 2.4%. e horizontal displacement of the pile is shown in Figure 18. It can be seen that when the rock-socketed depth is less than 4 m, the smaller the rock-socketed depth is, the greater the displacement of the pile is. However, the pile deformation curves of 4 m and 7 m rock-socketed depth are almost overlapped, which indicates that increasing the rocksocketed depth after 4 m has little effect on the horizontal displacement of pile, and increasing the rock-socketed depth to control the horizontal displacement of pile also has marginal effect.
e relationship between the maximum horizontal displacement and the rock-socketed depth is shown in Figure 19. It can be found that the maximum horizontal displacement of the pile changes relatively quickly from 1 m to 4 m rock-socketed depth. Compared with the original design condition (4 m), the 1 m rock-socketed depth condition increases by 16.7%, while the 7 m rock-socketed depth condition decreases by 0.31%. e shear force and bending moment of pile body under various working conditions are shown in Figure 20. It can be found that the difference of pile shear force above the rock shoulder is not big, while the shear force below the rock shoulder decreases with the increase of rock-socketed depth.
is shows that the smaller the rock-socketed depth is, the more the strength of rock shoulder that can be exerted, and the corresponding maximum horizontal displacement of pile increases; there is no significant difference in pile shear force between 4 m and 7 m rock-socketed depth. [9][10][11][12]. Based on the analysis of the above influencing factors, the following optimization design suggestions are put forward for the supporting scheme design of end-suspended piles:

Optimization Design
(1) ere is a boundary effect on the rock-socketed depth. Under the geological conditions of this paper, the reasonable rock-socketed depth is about 3 m∼4 m; that is, the embedding ratio is about 0.158∼0.200, and the rock-socketed depth range of end-suspended piles can be reasonably adjusted according to the rock strength and other properties. (2) e prestress of anchor cable can effectively slow down the ground settlement, pile stress, and deformation. In this regard, the greater the prestress, the better. However, the excessive prestress of the anchor cable in the upper part of the end-suspended piles will lead to the displacement of the upper part of the pile to the outside of the foundation pit and even lead to the active destruction of the soil behind the pile. erefore, it needs to be considered comprehensively in combination with the engineering geology and on-site construction conditions. Under the geological conditions of this paper, it can be set as 1P∼1.25P. (3) e width of reserved rock shoulder is one of the key factors to control the stability of end-suspended piles. However, increasing the width of rock shoulder will increase the bending moment and shear-force of end-suspended piles, increase the cost of pile, and increase the excavation amount of foundation pit. At the same time, considering that the influence of rock shoulder width on ground settlement and pile   horizontal displacement is relatively small, it is suggested to reserve rock shoulder width in the range of 1.0∼1.5 m under the site conditions.

Conclusions
In this paper, the mechanical and deformation characteristics of the supporting structure of end-suspended piles in Jinan area are studied. On the basis of the measured data, the finite element model is established by two-dimensional numerical simulation method, and the stress and deformation characteristics of the support are analyzed. Combined with the relevant simulation data, the following conclusions and suggestions are obtained: (1) Most of the ground settlement and pile horizontal displacement outside the foundation pit of the soil rock combination supported by the end-suspended pile occur in the soil excavation stage. (2) e results show that the prestress of anchor cable has the most significant effect on the ground settlement outside the pit, the pile shear force and bending moment decrease with the increase of anchor cable prestress, and the pile shear force and bending moment increase with the increase of rockshoulder width. (3) ere is a boundary effect on the rock-socketed depth. Under the geological conditions of this paper, the reasonable embedding ratio is about 0.158∼0.200. (4) e prestressed anchor cable can effectively reduce the ground settlement, pile stress, and deformation. Under the geological conditions of this paper, it can be set as 1P∼1.25P. (5) e width of rock shoulder has little influence on the ground settlement and the horizontal displacement of the pile. e larger the width of rock shoulder is, the greater the shear force and bending moment of the pile are. erefore, it is suggested that the width of reserved shoulder should be selected in the range of 1.0 m∼1.5 m under the geological conditions.

Data Availability
No data were used to support this study.

Conflicts of Interest
e authors declare that there are no conflicts of interest regarding the publication of this paper.