As time goes by in deep silt, the water in the shallow layers of the soil and the water pressure will both dissipate, causing greater deformation of the soil structure. Based on the analysis of the new pipeline in Zhuhai, the post-settlement of the existing pipeline in the silt is calculated by theoretical analysis and simulation. It is concluded that the displacement deformation of the water supply pipeline after 400 days of sediment consolidation is still in safety control and puts forward some optimization methods to ensure the safety and function of the pipeline and provide the guidance basis for the follow-up maintenance and construction. It has a certain practical value.

  • This paper calculates the late settlement of existing pipelines in the silt through theoretical analysis and simulation calculation and proposes corresponding treatment methods to provide guidance for subsequent maintenance and construction, ensure the structural safety and functional integrity of pipelines, and provide practical reference cases for similar projects in the future.

Zhuhai, being one of the central cities in the Pearl River Delta, is situated in a coastal area with deep silt. Due to the influence of silt consolidation, local structures are susceptible to uneven settlement, leading to structural damage. Under drainage conditions, the excess pore water pressure generated by the load in the soft soil gradually dissipates over time as the water in the soil is discharged, and the process of increasing effective stress in the soil continues until the excess pore pressure completely dissipates. This phenomenon is known as consolidation (Zhang 2009; Hong 2010; Fuhe). The consolidation settlement of silt soil results in the settlement of the existing pipeline within this stratum. Over the long term, excessive settlement and differential settlement of the pipeline can have adverse effects on its structure. This can lead to the expansion of existing structural cracks or the formation of new cracks, causing and worsening pipeline leakage. Furthermore, it will significantly impact the durability of the pipeline structure and reduce the waterproof performance of the settlement joint. In more severe cases, it may even alter the pipeline's geometry, affecting parameters such as curvature radius, slope, and slope length, which could pose safety risks during use.

In the context of the special soft soil layer in the Pearl River Delta region, Jiangfu River conducted a systematic study on the engineering properties of coastal soft soil through experiments. They analyzed the characteristics of coastal soft soil from both macro and micro perspectives (Lin 2000; Guo 2012). Kang Hong performed an extensive analysis and study of the soft soil in the Nansha Area using static penetrating tests, cross-plate shear tests, and geotechnical test data. They summarized the mechanical and engineering characteristics of the soft soil in Nansha area and proposed a modified exponential curve model based on multi-level analysis and a comprehensive fuzzy evaluation model to address the issue of settlement curves exhibiting a ‘step shape’ during hierarchical loading (Xiaoqing 2008).

Besides theoretical research, Guo Min, Zeng Xiaoqing, Wu Zhaoqiang, and others analyzed the deformation and displacement trends of pipelines or buildings in deep silt over time through practical engineering cases. They suggested targeted improvement measures, such as adding reinforcing plates, to mitigate potential issues (Wu 2015).

Building upon this research, with the new water supply pipeline from Zhuhai to Macao as the background, this paper calculates the late settlement of existing pipelines in the silt through theoretical analysis and simulation calculations. The study proposes corresponding treatment methods to guide subsequent maintenance and construction efforts, ensuring the structural safety and functional integrity of pipelines. Furthermore, the findings offer practical reference cases for similar projects in the future.

The provided research paper focuses on the consolidation and settlement of deep silt soil. The method described in the paper is specifically tailored for analyzing and simulating consolidation settlement in silt soil, considering its unique properties and behavior. It is important to note that different types of soils have varying engineering properties and behaviors, which may require specific analysis methods.

While the method described in the paper is suitable for silt soil, it may not be directly applicable to all types of soils. The consolidation behavior of different soils varies based on factors such as grain size, permeability, compressibility, and other geotechnical properties. For instance, clay soils, sandy soils, and peat soils will have different consolidation behaviors compared to silt soils.

To analyze consolidation and settlement for other types of soils, researchers and engineers would need to use appropriate methods and models specific to the soil type being studied. Each soil type may require its own set of laboratory tests, empirical correlations, and numerical modeling techniques to accurately assess its consolidation behavior.

The research primarily focuses on the influence of consolidation and settlement of deep silt soil on existing pipelines, the method described in the research is related to numerical simulations and finite element analysis for analyzing settlement and displacement of pipelines in silt soil. To compute the water content of soil, standard laboratory tests like the gravimetric method or using specialized instruments like moisture meters are commonly employed.

Zhuhai currently supplies water to Macao through three pipelines, consisting of two DN1000 pipelines and one DN1600 pipeline, running from Zhuxiandong Reservoir (South Bay of Zhuhai) to Qingzhou (Macau Peninsula). The combined water transmission capacity of these pipelines is 500,000 tons per day. However, due to the reclamation plan for Macao's Taipa New Urban Area and the development of new land in Cotai District, the total water consumption in Macao is expected to increase further. The current water supply layout in Macao lacks sufficient anti-risk capability, prompting the construction of four additional water supply pipeline projects dedicated to Macao (Wang et al. 2022a, 2023; Zhou et al. 2022).

The object of this study is No. C water supply pipeline: The newly built pipeline passes through the Cross-men Central Business District and crosses the Cross-men Waterway to Dangcheng District, Macao. The pipe diameter is D1600 (D1800 is taken from the sea section), and the length of the pipeline is about 3.84 km. The length of the pipeline undertakes Section B, starting from Bk7 + 810 and ending from Bk11 + 655. Cross-Men Central Business section (mileage Bk7 + 810–Bk8 + 970) is proposed to adopt open excavation construction, the buried depth of the pipeline is about 2.50–5.00 m, through the cross-men inland flood section (mileage Bk8 + 970–Bk9 + 257) is proposed to adopt immersed pipe construction, the buried depth of pipeline is about 7.00–8.00 m; pipe jacking is planned for the section from Cross-Men Waterway to Macao Taipa Area (mileage Bk11 + 070–Bk11 + 655), and the buried depth of the pipe is about 22.00–29.00 m.

The silt at the project site is deep. Large-diameter mixing piles with a diameter of 800 mm and a spacing of 650 mm are used for reinforcement, with the reinforcement depth ranging from about 10 to 25 m. The geographical location diagram of the proposed project is shown in Figure 1 as the No. C water supply pipeline.
Figure 1

The proposed project location map.

Figure 1

The proposed project location map.

Close modal

Geotechnical geology and hydrology

The overlying soil layer in the site area is mainly composed of sea-land intersedimentary layers and fluvial alluvial layers. The lithology primarily consists of silt, silty fine sand, clay, silty clay, sandy clayey soil, etc. The quality of concrete can be enhanced by using higher-grade sand. The grade of sand refers to its particle size distribution and shape. Higher-grade sand generally has more uniform particles and fewer impurities, which can lead to improved workability and strength of the concrete. Properly graded and clean sand ensures better bonding with cement and aggregates, reducing the risk of voids and weak spots in the concrete. High-quality sand also contributes to the overall durability and long-term performance of the concrete.

The sensitivity of clay is a measure of its susceptibility to changes in water content. It is usually determined by conducting a Sensitivity Test, also known as the Atterberg Limits Test, which includes the determination of the liquid limit (LL) and plastic limit (PL) of the clay. Sensitivity is then calculated as the ratio of LL to PL. The underlying bedrock is mainly composed of granite from the third Yanshanian stage (Sun et al. 2021). The groundwater types mainly include upper stagnant water and pore diving, as well as confined water and water within bedrock pore fissures. The typical geological section is shown in Figure 2.
Figure 2

Typical geological profiles.

Figure 2

Typical geological profiles.

Close modal

Consolidation deformation mechanism: According to consolidation deformation theory, soil particles have very small compressibility and are generally considered incompressible. Therefore, soil deformation occurs due to the loss of pore fluid, reduction of gas volume, rearrangement of particles, shortening of distances between particles, and movement of the soil skeleton. In the case of two-phase saturated soil, the pore water compression volume is small, and the change in pore volume is mainly due to the discharge of pore water. On the other hand, for three-phase unsaturated soil, the primary reason is the discharge of gas in the soil skeleton pores, leading to soil volume compression (Afzal et al. 2018; Dayarathne 2021; Ajay et al. 2022a, 2022b).

The order of density from maximum to minimum is as follows:

  • Saturated density > Wet density > Dry density

  • Saturated density: The density of the soil when all pore spaces are filled with water. It is the maximum density because water fills all available voids.

  • Wet density: The density of the soil when it contains the maximum amount of water that can be retained without excess water drainage. It is less than saturated density because some pore spaces are still filled with air.

  • Dry density: The density of the soil when all moisture is removed. It is the minimum density because all pore spaces are filled with air.

The relationship between dry density (ρd) and known moisture content (w) can be described using the Compaction Curve. The compaction curve shows the relationship between the dry density and moisture content achieved during the compaction process of a soil sample. As the moisture content increases, the dry density initially increases to reach the maximum dry density (MDD) at optimal moisture content. Beyond the MDD, if the moisture content continues to increase, the dry density decreases. The point on the compaction curve where the MDD is achieved is called the ‘optimum moisture content’ (OMC).

Basic assumption

  1. The pipeline is infinitely long along its direction, which satisfies the plane strain condition.

  2. The soil surrounding the hole can be treated as a semi-infinite plane with a circular hole.

  3. The silty soil beneath the pipeline is an isotropic medium, and its stress-strain relationship can be described using the rheological model of four elements, with all viscoelastic parameters being constant.

  4. The soil is saturated, and both soil particles and pore water are incompressible. Pour water flow follows Darcy's law, and the permeability coefficient remains constant during the consolidation process.

  5. The deformation is small, and the influence of deformation on the sitting mark is not considered (Liu et al. 2022).

  6. The uniform load on the ground will not be redistributed due to differential settlement, and the total stress borne by the soil at each point of the underlying layer does not change over time.

  7. The soil at each point of the underlying bed remains free from deformation and is not affected by the arch action caused by the soil itself or the pipeline.

Fundamental equation

In order to make use of the corresponding principle of viscoelastic mechanics, it is necessary to carry out the Laplace transform of the basic equation of solving the problem, so the form of the Laplace transform is defined as
formula
(1)
Its inverse transformation is Pi (π)
formula
(2)

s is the Laplace transformation parameter.

Before providing the basic equation for the definite solution of the problem, the positive and negative deformations in the soil are defined. The radial displacement ur is considered positive when it is far away from the centerline of the pipeline, and negative when it is close to the centerline. The tangential displacement is positive when it is in the same direction as the variable θ, and negative when it is in the opposite direction (Xie et al. 2020; O'Beirne et al. 2021; Wang et al. 2022b).

After determining the boundary conditions of the pipeline consolidation problem and specifying the positive and negative stress and deformation, the Laplace transform can be applied to the basic equation for solving the problem. Without considering the effect of the inertia force in polar coordinates, the equilibrium equation of the problem can be expressed as
formula
(3)
formula
(4)
If the elastic modulus E in the linear elastic constitutive equation after Lapacle transformation should be transformed into , then the constitutive equation of consolidation of viscoelastic soil can be obtained
formula
(5)
formula
(6)
formula
(7)

In order to facilitate the analysis of the problem, the above constitutive equation adopts the original equation in. The stress is positive in tension, negative in compression, and the total stress is σij. The relationship between p and pore water pressure is as follows: , this formula is Biot's ‘effective stress’ expression. The Terazghi principle of effective stress is generally adopted in soil mechanics: , in this formula, the stress is positive with compression and negative with tension. Obviously, the form of Biot's ‘effective stress’ expression is different from Terzaghi's effective stress principle, but if the stress is considered as positive in compression and negative in tension, Biot's ‘effective stress’ expression becomes: , this formula is consistent with Terazghi's formula of effective stress principle in the mechanical sense.

Model building and solving

The stress transfer theory is utilized to deduce the initial excess pore water pressure at each point. The following assumptions are made: (1) the lateral soil pressure on the soil block is uniform; (2) the soil force U(z) at the top of the soil block is evenly distributed at a certain depth and varies with different depths (Gao et al. 2023); (3) the initial excess pore water pressure at each point in the soil body changes radially, and the main transmission of the initial excess pore water pressure at each point is through the adjacent soil's initial excess pore water pressure U0, regardless of the influence of U0 from other locations on the soil force as shown in Figure 3.
Figure 3

Stress transfer diagram of the initial excess pore water pressure.

Figure 3

Stress transfer diagram of the initial excess pore water pressure.

Close modal
The stress of the initial excess pore water pressure of a soil block with a width of Z is transferred to a depth of z, as shown in Figure 4. The formula is derived as follows:
formula
(8)
formula
(9)
Figure 4

Soil initial excess pore water pressure distribution (unit: kPa).

Figure 4

Soil initial excess pore water pressure distribution (unit: kPa).

Close modal

By using the above formula, assuming the unit width of the soil block and the distribution range of the initial excess pore water pressure, the initial excess pore water pressure at each point in the soil body can be determined.

It is assumed that the thickness of the soil at the top of the pipeline is z1, and the thickness of the silty soil at the bottom of the pipeline is z2. According to the theory of soil mechanics, the soil settlement can be obtained by the formula
formula
(10)

(11)

(12)

In the formula, the bottom represents the range of the initial excess pore water pressure boundary line at the bottom of the pipeline, and the top represents the distribution range from the top of the pipeline to the surface. H1 is the distance between the soil at the top of the pipeline and the initial excess pore water pressure boundary of the corresponding soil at this position (i.e., the surface); z1 is the distance from the soil at the top of the pipeline to the top of the pipeline; H2 is the distance between the soil at the bottom of the pipeline and the initial excess pore water pressure boundary of the corresponding soil at this position. Z2 is the distance from the soil at the bottom of the pipe to the bottom of the pipe.

In this paper, the construction of a new water supply pipeline project from Zhuhai to Macao is taken as the background, and two-dimensional and three-dimensional finite element analysis models are established for analysis and comparison.

In the analysis process, the mesh refinement is carried out to improve the calculation accuracy, and the influence of silt consolidation and settlement on the pipeline over time is considered. The parameters of geotechnical layer and structural material are shown in Table 1.

Table 1

Rock and soil layer and structural material parameters table

Geotechnical designationHeavy γ (kN/m3)Angle of internal friction φq (°)Cohesion Cq (kPa)Modulus of elasticity Es (MPa)Poisson's ratio/u
Miscellaneous fill 19.5 20.0 5.0 3.27 0.38 
Silt (after treatment) 19.0 6.0 8.0 3.60 0.36 
Medium and coarse sand 20.0 25.0 0.0 6.00 0.33 
Silty clay 19.6 11.0 20.0 4.95 0.32 
Granite 19.0 28.0 20.0 50.00 0.28 
Steel pipe 78.5 – – 200,000 0.24 
Geotechnical designationHeavy γ (kN/m3)Angle of internal friction φq (°)Cohesion Cq (kPa)Modulus of elasticity Es (MPa)Poisson's ratio/u
Miscellaneous fill 19.5 20.0 5.0 3.27 0.38 
Silt (after treatment) 19.0 6.0 8.0 3.60 0.36 
Medium and coarse sand 20.0 25.0 0.0 6.00 0.33 
Silty clay 19.6 11.0 20.0 4.95 0.32 
Granite 19.0 28.0 20.0 50.00 0.28 
Steel pipe 78.5 – – 200,000 0.24 

Establishment of two-dimensional finite element analysis model

The need to conduct this test depends on the specific context and objectives of the project. If the project involves construction or infrastructure development in areas with deep silt soil, and if there are existing pipelines or structures that could be affected by consolidation settlement, then conducting this test could be crucial to ensure the safety and integrity of the pipelines and structures. The test provides valuable insights into the settlement behavior and potential displacements, helping engineers and planners to make informed decisions and implement appropriate reinforcement measures.

Based on the project's background information, this model considers the spatio-temporal effects of the rock mass and the subtraction effect of the soil structure, taking the local pipeline as the analysis object. A 60 m × 30 m two-dimensional analysis model is established, and three-dimensional finite element analysis and simulation calculations are conducted, incorporating the time factor. Solid end constraints are applied in the X and Y directions at the bottom of the model, while only horizontal constraints in the X direction are applied on the left and right sides to ensure the stress and strain of the soil mass align as closely as possible with the actual situation. The finite element analysis model accounts for an active ground load of 20 (KN·m−2), as shown in Figure 5.
Figure 5

Two-dimensional finite element analysis of the overall model.

Figure 5

Two-dimensional finite element analysis of the overall model.

Close modal
This model considers the displacement and deformation of the pipeline under the influence of silt consolidation and settlement after the foundation is strengthened by mixing piles and considers the ground load of 20(KN·m−2) live load, respectively, calculating the displacement and deformation of the stratum and pipeline after 30, 100 and 400 days. The data summary is shown in Table 1. After 400 days, soil consolidation settlement deformation and pipeline displacement deformation are shown in Figures 611.
Figure 6

Total displacement of soil (400 days).

Figure 6

Total displacement of soil (400 days).

Close modal
Figure 7

Horizontal displacement of soil layer (400 days).

Figure 7

Horizontal displacement of soil layer (400 days).

Close modal
Figure 8

Vertical settlement of soil (400 days).

Figure 8

Vertical settlement of soil (400 days).

Close modal
Figure 9

Total displacement of pipe (400 days).

Figure 9

Total displacement of pipe (400 days).

Close modal
Figure 10

Horizontal displacement of pipe (400 days).

Figure 10

Horizontal displacement of pipe (400 days).

Close modal
Figure 11

Vertical settlement of pipeline (400 days).

Figure 11

Vertical settlement of pipeline (400 days).

Close modal

As can be seen from the figure above, after 400 days of consolidation settlement, vertical settlement displacement occurs mainly in the soil layer, showing an obvious stratified settlement trend, which is distributed along the pipeline in some parts. The horizontal displacement of soil layer is small, which mainly occurs in the middle of an inclined section of pipeline. The total displacement of soil layer is mainly vertical displacement, and the trend is similar to vertical subsidence displacement. At the same time, the settlement of the topsoil near the surface of the pipeline is large, and the vertical settlement decreases with the increase of the depth. The horizontal displacement of the tunnel is small and mainly occurs in the middle of the inclined section of the pipeline. Tunnel displacement is mainly vertical displacement, so the trend is similar to vertical settlement displacement.

Establishment of three-dimensional finite element analysis models

According to the background information provided by the project, considering the spatio-temporal effect of the rock mass and the subtraction effect of the soil structure, as well as the affected range of the pipeline, this model takes the local pipeline as the analysis object, establishes a 60 m × 30 m × 30 m three-dimensional analysis model, and carries out the four-dimensional finite element analysis simulation calculation combined with the time factor. For the bottom of the model, solid end constraints in the X direction, Y direction and Z direction are applied, while horizontal constraints in the X direction and Y direction are applied on the left and right sides of the model to ensure that the stress and strain of the soil mass are as consistent as possible with the actual situation. Considering the active load of 20 KN/m2 on the ground, the established finite element analysis model is shown in Figure 12.
Figure 12

Three-dimensional finite element analysis of the overall model.

Figure 12

Three-dimensional finite element analysis of the overall model.

Close modal
This model considers the displacement and deformation of the pipeline under the influence of silt consolidation and settlement after the foundation is strengthened by mixing piles. Considering the live load of the ground load of 20 KN/m2, the displacement and deformation of the stratum and pipeline in 30, 100 and 400 days are calculated, respectively. The data summary is shown in Table 2 and Figures 1317. After 400 days, soil consolidation settlement deformation and pipeline displacement deformation are shown in Figures 13 and 1824.
Table 2

The finite element analysis of the results of the summary table

ModelDisplacement directionSoil layer (mm)
Pipeline (mm)
30 days100 days400 days30 days100 days400 days
Two-dimensional finite element analysis model Horizontal displacement −0.02 −0.13 0.85 −0.01 −0.78 −0.51 
Vertical displacement −0.74 −4.05 −26.48 −0.68 −3.76 −24.66 
Total displacement 0.75 4.09 26.50 0.69 3.79 24.72 
Three-dimensional finite element analysis model Horizontal X displacement 0.01 0.04 1.87 0.01 0.25 1.87 
Horizontal Y displacement −0.01 −0.09 −3.48 −0.01 −0.56 −0.07 
Vertical displacement −0.53 −2.92 −19.28 −0.49 −2.71 −19.28 
Total displacement 0.54 2.94 19.29 0.50 2.73 19.29 
ModelDisplacement directionSoil layer (mm)
Pipeline (mm)
30 days100 days400 days30 days100 days400 days
Two-dimensional finite element analysis model Horizontal displacement −0.02 −0.13 0.85 −0.01 −0.78 −0.51 
Vertical displacement −0.74 −4.05 −26.48 −0.68 −3.76 −24.66 
Total displacement 0.75 4.09 26.50 0.69 3.79 24.72 
Three-dimensional finite element analysis model Horizontal X displacement 0.01 0.04 1.87 0.01 0.25 1.87 
Horizontal Y displacement −0.01 −0.09 −3.48 −0.01 −0.56 −0.07 
Vertical displacement −0.53 −2.92 −19.28 −0.49 −2.71 −19.28 
Total displacement 0.54 2.94 19.29 0.50 2.73 19.29 
Figure 13

Vertical settlement of pipeline (400 days).

Figure 13

Vertical settlement of pipeline (400 days).

Close modal
Figure 14

Soil time shift (two-dimensional finite element model).

Figure 14

Soil time shift (two-dimensional finite element model).

Close modal
Figure 15

Pipeline with time shift (two-dimensional finite element model).

Figure 15

Pipeline with time shift (two-dimensional finite element model).

Close modal
Figure 16

Soil displacements over time (three-dimensional finite element model).

Figure 16

Soil displacements over time (three-dimensional finite element model).

Close modal
Figure 17

Pipeline with time shift (3D finite element model).

Figure 17

Pipeline with time shift (3D finite element model).

Close modal
Figure 18

Total displacement of soil (400 days).

Figure 18

Total displacement of soil (400 days).

Close modal
Figure 19

Horizontal displacement of soil layer X (400days).

Figure 19

Horizontal displacement of soil layer X (400days).

Close modal
Figure 20

Horizontal displacement of soil layer Y (400 days).

Figure 20

Horizontal displacement of soil layer Y (400 days).

Close modal
Figure 21

Vertical settlement of soil (400 days).

Figure 21

Vertical settlement of soil (400 days).

Close modal
Figure 22

Total displacement of the pipe (400 days).

Figure 22

Total displacement of the pipe (400 days).

Close modal
Figure 23

Pipeline X horizontal displacement deformation (400 days).

Figure 23

Pipeline X horizontal displacement deformation (400 days).

Close modal
Figure 24

Soil layer Y horizontal displacement deformation (400 days).

Figure 24

Soil layer Y horizontal displacement deformation (400 days).

Close modal

As can be seen from the figure above, after 400 days of consolidation settlement, the soil displacement is mainly manifested as vertical settlement displacement, which is most significant near the pipeline. It can be seen that pipeline construction changes the three-dimensional constraint effect of soil mass and reduces the strength of soil mass. The horizontal level of soil layer is small and mainly distributed around the pipeline. The overall displacement of soil layer is similar to the vertical displacement. Similar to the soil layer, the displacement of pipeline is mainly manifested in the vertical settlement, and the settlement of the pipeline near the surface is larger. With the increase of depth, the displacement of the pipeline gradually decreases. The horizontal displacement of the pipeline is small, and the general trend is close to the two-dimensional model. The total displacement of pipeline is dominated by vertical settlement, so the deformation trend is similar to that of vertical settlement.

After comparative analysis and calculation of two-dimensional finite element model and three-dimensional finite element model, the summary of results is shown in Table 2:

Based on the above analysis results, the maximum settlement of soil layer is 26.48 mm and that of pipeline is 24.72 mm. The three-dimensional model analysis shows that the maximum settlement of soil layer is 19.28 mm and that of pipeline is 19.28 mm. The analysis result of the three-dimensional model is smaller than that of the two-dimensional model, because the soil layer of the three-dimensional model has a spatial constraint effect, which improves the integrity and stability of the soil layer.

  1. According to the results of calculation and analysis, it can be seen that even if large-diameter mixing piles are considered for foundation reinforcement, the silt will still inevitably consolidate and settle with the passage of time. However, after 400 days, the settlement of soil layer and pipeline is about 20 mm, which is less than the early-warning control value of water supply and drainage pipeline. This project pipeline is safe.

  2. In the silt stratum, in order to avoid the uneven settlement of the pipeline, strengthening plates can be added on the pipeline to improve the bending performance and integrity of the pipeline, and the construction is simple and easy, greatly saving compared with other pipe rack forms;

  3. Larsen steel sheet pile can be used to support open-cut ground, which can provide reliable support strength and effectively reduce project cost. Moreover, the surrounding vibration load can be reduced in the process of trench excavation. When conditions allow, the working face should be covered in the rainy season and dried in the sunny days to avoid the saturation of silt water content.

  4. Formulate suitable construction scheme of water supply and drainage pipeline. In the construction process, the principle of avoiding or reducing interference with transport road should be adhered to, combined with earthwork construction water supply and drainage, and drainage dragon ditch network should be reasonably laid.

  5. Pay attention to the treatment of the silt layer at the joint of the pipeline, and the large-diameter mixing pile can be used for strengthening in full hall to improve the bearing capacity of the formation, reduce the consolidation settlement of silt, and avoid the uneven settlement at the joint of the pipeline leading to structural damage.

Several sources of error could be present in this experiment, including:

  • Variability in soil properties: Silt soil can have varying properties across different locations, and obtaining accurate and representative data for all locations might be challenging.

  • Simplified assumptions: The research relies on certain assumptions and simplifications to model the behavior of the soil and pipeline. These assumptions may not perfectly reflect the real-world complexity, leading to some degree of error.

  • Model accuracy: The accuracy of the finite element models used in the simulations can impact the reliability of the results.

  • Uncertainty in parameters: The accuracy of the results may also depend on the accuracy of the input parameters used in the analysis, such as soil properties and construction details.

The authors would like to show sincere thanks to those techniques who have contributed to this research.

All authors reviewed the results, approved the final version of the manuscript, and agreed to publish it.

There is no specific funding to support this research.

All relevant data are included in the paper or its Supplementary Information.

The authors declare there is no conflict.

Afzal
M. K.
,
Zikria
Y. B.
,
Mumtaz
S.
,
Rayes
A.
,
Al-Dulaimi
A.
&
Guizani
M.
2018
Unlocking 5G spectrum potential for intelligent IoT: opportunities, challenges, and solutions
.
IEEE Communications Magazine
56
(
10
),
92
93
.
Ajay
P.
,
Nagaraj
B.
&
Jaya
J.
2022a
Bi-level energy optimization model in smart integrated engineering systems using WSN
.
Energy Reports
8
,
2490
2495
.
Ajay
P.
,
Nagaraj
B.
,
Pillai
B. M.
,
Suthakorn
J.
&
Bradha
M.
2022b
Intelligent ecofriendly transport management system based on IOT in urban areas
.
Environment, Development and Sustainability
,
2022
1
8
.
Dayarathne
R.
2021
Finite Element and Centrifuge Modeling of Frost Heave and Thaw Consolidation Settlement of Pipelines in Cold Regions
.
Doctoral Dissertation
,
Memorial University of Newfoundland, Newfoundland, Canada
.
Fuhe
J.
2021
Study on Consolidation Characteristics and Microscopic Properties of Coastal Soft Soil in Zhuhai
.
South China University of Technology
09
,
236
245
.
Guo
M.
2012
Study on pipeline settlement control of sewage sludge in muddy soil
.
Shanxi Architecture
16
(
20
),
83
84
.
Hong
K.
2010
Nansha Soft Soil Foundation Treatment Comprehensive Research
.
Central South University, Changsha, China
.
Lin
D.-s.
2000
Configuration and countermeasure of concrete pipe construction deformation in silt foundation
.
Fujian Architecture
24
(
3
),
65
66
.
Liu
X.
,
Wang
J.
,
Yang
T.
,
Wang
L.
,
Xu
N.
,
Long
Y.
&
Huang
X.
2022
Dewatering-Induced stratified settlement around deep excavation: physical model study
.
Applied Sciences
12
(
18
),
8929
.
O'Beirne
C.
,
Watson
P.
,
O'Loughlin
C.
,
White
D.
,
Hodson
A.
,
Ang
S. Y.
,
Frankenmolen
S.
,
Hoj-Hansen
J.
,
Kuo
M.
&
Roe
T.
2021
Pipe clamping mattresses to mitigate flowline walking; physical modelling trials on three offshore soils
. In
Offshore Technology Conference
.
OnePetro
.
Sun
Y.
,
Xu
J.
,
Wu
H.
,
Lin
G.
&
Mumtaz
S.
2021
Deep learning based semi-supervised control for vertical security of maglev vehicle with guaranteed bounded airgap
.
IEEE Transactions on Intelligent Transportation Systems
32
,
761
774
.
Wang
Z.
,
Zhen
H.-L.
,
Deng
J.
,
Zhang
Q.
,
Li
X.
,
Yuan
M.
&
Zeng
J.
2022a
Multiobjective optimization-Aided decision-Making system for large-scale manufacturing planning
.
IEEE Transactions on Cybernetics
52
(
8
),
8326
8339
.
Wang
L. Q.
,
Liu
Z. G.
,
Sun
G. M.
,
Wang
L.
,
Liu
W.
&
Cui
S. M.
2022b
Deep trenching of 30-inch LNG pipelines to 8 m below seabed by water jetting–engineering case study
. In
The 32nd International Ocean and Polar Engineering Conference
.
OnePetro
.
Wang
Z.
,
Zhang
Q.
,
Ong
Y.-S.
,
Yao
S.
,
Liu
H.
&
Luo
J.
2023
Choose appropriate subproblems for collaborative modeling in expensive multiobjective optimization
.
IEEE Transactions on Cybernetics
53
(
1
),
483
496
.
Wu
Z.-q.
2015
Study on pipeline settlement control measures of sewage sludge foundation based on muddy soil
.
Building Materials & Decoration
23
(
52
),
188
189
.
Xiaoqing
Z.
2008
Preparation analysis of pipeline groove excavation in silt soil
.
Today, Ke Yuan
18
(
16
),
62
.
Xie
Z.
,
Wang
J.
,
Fu
H.
,
Cai
Y.
,
Xiuqing
H.
,
Cai
Y.
,
Xiuqing
H.
,
Cai
Y.
,
Zhang
Y.
,
Ma
X.
&
Jin
H.
2020
Effect of pressurization positions on the consolidation of dredged slurry in air-booster vacuum preloading method
.
Marine Georesources & Geotechnology
38
(
1
),
122
131
.
Zhang
S.-f.
2009
Effects of sediment consolidation on land subsidence
.
Fujian Construction Science and Technology
36
(
1
),
25
26
.
Zhou
J.
,
Zhang
D.
,
Ren
W.
&
Weishi
Z.
2022
Auto color correction of underwater images utilizing depth information
.
IEEE Geoscience and Remote Sensing Letters
19
,
1
5
.
doi:10.1109/LGRS.2022.3170702
.
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