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Research Article Complex Modeling of the Effects of Blasting on the Stability of Surrounding Rocks and Embankment in Water-Conveyance Tunnels Xian-qi Zhou, 1,2 Jin Yu , 1,3 Jin-bi Ye, 2 Shi-yu Liu , 1 Ren-guo Liao, 1 and Xiu-wen Li 2 1 Fujian Research Center for Tunneling and Urban Underground Space Engineering, Huaqiao University, Xiamen 361021, China 2 School of Civil Engineering & Architecture, Xiamen University of Technology, Xiamen 361024, China 3 State Key Laboratory for Geomechanics and Deep Underground Engineering, China University of Mining and Technology, Xuzhou, Jiangsu, China Correspondence should be addressed to Jin Yu; [email protected] Received 17 April 2018; Accepted 23 May 2018; Published 12 August 2018 Academic Editor: Changzhi Wu Copyright © 2018 Xian-qi Zhou et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Blasting in water-conveyance tunnels that cross rivers is vital for the safety and stability of embankments. In this work, a tunnel project that crosses the Yellow River in the north district of the rst-phase Eastern Line of the South-to-North Water Diversion Project was selected as the research object. A complex modeling and numerical simulation on embankment stability with regard to the blasting power of the tunnel was conducted using the professional nite dierence software FLAC 3D to disclose the relationships between the blasting seismic waves with vibration velocity and embankment displacement under dierent excavation steps. Calculation results demonstrated that displacement generally attenuated from the tunnel wall to the internal structure of rocks under the eect of blasting seismic waves. The tunnel wall was in tension, and tensile stress gradually transformed into compressive stress with increased depth into the rocks. The curtain-grouting zone was mainly concentrated in the compressive zones. For dierent excavation steps, the vibration velocity at dierent feature points was high at the beginning of blasting and then gradually decreased. The resultant displacement was relatively small in the early excavation period and slowly increased as blasting progressed. The eects of dierent excavation steps on the safety of surrounding rocks and embankment under blasting seismic waves were simulated. We found that the blasting-induced vibration velocity was within the safe range of the code and that the calculated displacement was within the allowed range. Numerical simulation was feasible to assess the safety and stability of engineering projects. 1. Introduction Currently, borehole-blasting method is widely applied in tunnel construction. The advantages of this method are sim- ple operation and low cost. However, blasting seismic waves inuence the building structures on the Earths surface to a certain extent [1]. The eects of blasting seismic waves on the safety of surrounding rocks and embankment should be considered when a tunnel runs through large rivers because the embankment safety of rivers is important. To solve these problems, abundant theoretical and experimental studies have been reported. On the basis of elastic stress wave theory, Blair and Jiang [2] investigated the propagation law on blast- ing seismic waves during vertical column charge explosion under elasto-plastic conditions. They concluded that the sur- face vibration intensity in regions far from the explosive source increased with the increase of detonation velocity, whereas the surface vibration intensity in regions close to the explosive source increased to a critical value rst and gradually decreased. Moreover, the surface vibration velocity was negatively related with the damping of the propagation medium. Several scholars have discussed the explosive load dynamic eect of architectural structures and the propaga- tion law and characteristics of blasting seismic waves. Hindawi Complexity Volume 2018, Article ID 4654315, 19 pages https://doi.org/10.1155/2018/4654315

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Page 1: Complex Modeling of the Effects of Blasting on the …downloads.hindawi.com/journals/complexity/2018/4654315.pdfResearch Article Complex Modeling of the Effects of Blasting on the

Research ArticleComplex Modeling of the Effects of Blasting on theStability of Surrounding Rocks and Embankment inWater-Conveyance Tunnels

Xian-qi Zhou,1,2 Jin Yu ,1,3 Jin-bi Ye,2 Shi-yu Liu ,1 Ren-guo Liao,1 and Xiu-wen Li2

1Fujian Research Center for Tunneling and Urban Underground Space Engineering, Huaqiao University, Xiamen 361021, China2School of Civil Engineering & Architecture, Xiamen University of Technology, Xiamen 361024, China3State Key Laboratory for Geomechanics and Deep Underground Engineering, China University of Mining and Technology, Xuzhou,Jiangsu, China

Correspondence should be addressed to Jin Yu; [email protected]

Received 17 April 2018; Accepted 23 May 2018; Published 12 August 2018

Academic Editor: Changzhi Wu

Copyright © 2018 Xian-qi Zhou et al. This is an open access article distributed under the Creative Commons Attribution License,which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Blasting in water-conveyance tunnels that cross rivers is vital for the safety and stability of embankments. In this work, a tunnelproject that crosses the Yellow River in the north district of the first-phase Eastern Line of the South-to-North Water DiversionProject was selected as the research object. A complex modeling and numerical simulation on embankment stability with regardto the blasting power of the tunnel was conducted using the professional finite difference software FLAC3D to disclose therelationships between the blasting seismic waves with vibration velocity and embankment displacement under differentexcavation steps. Calculation results demonstrated that displacement generally attenuated from the tunnel wall to the internalstructure of rocks under the effect of blasting seismic waves. The tunnel wall was in tension, and tensile stress graduallytransformed into compressive stress with increased depth into the rocks. The curtain-grouting zone was mainly concentrated inthe compressive zones. For different excavation steps, the vibration velocity at different feature points was high at the beginningof blasting and then gradually decreased. The resultant displacement was relatively small in the early excavation period andslowly increased as blasting progressed. The effects of different excavation steps on the safety of surrounding rocks andembankment under blasting seismic waves were simulated. We found that the blasting-induced vibration velocity was within thesafe range of the code and that the calculated displacement was within the allowed range. Numerical simulation was feasible toassess the safety and stability of engineering projects.

1. Introduction

Currently, borehole-blasting method is widely applied intunnel construction. The advantages of this method are sim-ple operation and low cost. However, blasting seismic wavesinfluence the building structures on the Earth’s surface to acertain extent [1]. The effects of blasting seismic waves onthe safety of surrounding rocks and embankment should beconsidered when a tunnel runs through large rivers becausethe embankment safety of rivers is important. To solve theseproblems, abundant theoretical and experimental studieshave been reported. On the basis of elastic stress wave theory,

Blair and Jiang [2] investigated the propagation law on blast-ing seismic waves during vertical column charge explosionunder elasto-plastic conditions. They concluded that the sur-face vibration intensity in regions far from the explosivesource increased with the increase of detonation velocity,whereas the surface vibration intensity in regions close tothe explosive source increased to a critical value first andgradually decreased. Moreover, the surface vibration velocitywas negatively related with the damping of the propagationmedium. Several scholars have discussed the explosive loaddynamic effect of architectural structures and the propaga-tion law and characteristics of blasting seismic waves.

HindawiComplexityVolume 2018, Article ID 4654315, 19 pageshttps://doi.org/10.1155/2018/4654315

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Research conclusions have been widely applied in engineer-ing practices [3–5]. Ozer investigated the influences of blast-ing construction in subway tunnels on ground vibration. Theacquired data were analyzed through a field experiment, andthe maximum vibration velocity and frequency during blast-ing were estimated [6]. Kuzu evaluated the effects of blastingin underground tunnels on overground architectures inurban areas and tested the degree of injury of these over-ground architectures under different blasting conditionsthrough a field test [7]. Dowding et al. discussed the effectsof excavation blasting of rocks on the strain of urban struc-tures through a case study. In addition, 8 blasting tests at10 points of the structure and foundation rocks of the struc-ture were observed. The velocity at middle point of rocksduring blasting was significantly higher than the normalvalue, and the strain of external wall was similar or slightlylower than the deformation of the masonry structure ormaterials for wall [8]. Minaev assessed the relationshipbetween the blasting in dense sandstone and the stability ofupper structure. He provided a theoretical proof and appliedit in actual engineering [9]. Apart from theoretical analysisand experimental test, Valliappan and Ang analyzed theeffects of blasting excavation in underground tunnels onlower architectural and overground structures. They con-cluded that the generated high-intensity seismic waves fromblasting excavation of underground tunnels generated out-standing amplitudes when they were propagated on the sur-face of rocks. To analyze the effects of underground blastingon the Earth’s surface, the influences of underground tunnelblasting on other structures were simulated by finite elementsoftware [10]. Eslami and Goshtasbi investigated the blastingprinciple and simulated the influences of specific parameterson surface structures during blasting by using 3DEC. There-fore, a research method for the accurate prediction of surfacestructural damages caused by blasting in underground tun-nels was proposed [11]. Nguyen et al. indicated that blastingin road constructions caused the damages of adjacent struc-tures. In addition, he simulated blasting in tunnel engineer-ing by using the FEM software MIDAS GTS NX andcompared it with empirical observation values. On the basisof the analysis results, the propagation velocity of surfaceblasting vibration was related with the radius from the mea-suring point to the blasting source [12]. Lu et al. conducted afield test on blasting of a tunnel that ran through the EN SHIAirport. On the basis of monitoring data analysis, the naturalvibration frequency of the runway was significantly differentfrom blasting frequency. The influence mechanism was ana-lyzed by the dynamic finite element software LS-DYNA, andthe final safety threshold was defined [13]. Despite the anal-ysis on the influences of blasting vibration in tunnels basedon existing software, several researchers have developed sev-eral specific analysis tools. Xu and Deng believed that specialtools were required to investigate the unsteady behaviorcaused by blasting seismic waves in tunnel construction.Hence, an analysis tool was developed based on wavelet the-ory and was used to analyze the vibration response of onelarge dam in China caused by blasting of adjacent tunnel[14]. Swoboda et al. assumed that a static analysis in tunnelblasting ignored the dynamic effect. The author introduced

a numerical model that learned the changes of rocks causedby blasting vibrations [15]. Ning et al. analyzed the blastingvibration in jointed rocks by discontinuous deformationanalysis (DDA). In DDA, the dynamic parameter adjustmentand nonreflection boundary conditions were consideredand the subblock DDA was applied in the software [16].The characteristics of surrounding tunnel rocks under blast-ing vibrations have been investigated [17–20]. However,these studies did not consider the influences of blastingvibrations in underwater tunnels on surrounding rocks. Rel-evant studies on embankment safety under the effect ofblasting vibrations in a tunnel that ran through the YellowRiver have mainly concentrated in the safety evaluation[21–23] and characteristic test of soil mass [24, 25]. Currentstudies mainly focus on propagation laws of blasting seismicwaves in road tunnels, subways, and effects of blasting exca-vation on surrounding rocks of underground tunnels bynumerical simulation, field monitoring, and so on. How-ever, only few studies have discussed the influences of blast-ing vibrations on the stability of surrounding rocks andembankment during blasting of the tunnel. In this study, anumerical simulation based on the blasting in a tunnel thatruns through the Yellow River was conducted to investigatethe influences of blasting on the stability of surroundingrocks and embankment.

2. Rock Constitutive Model Based on theFLAC Software

2.1. Mohr–Coulomb Model of Rocks. The failure envelope ofthe Mohr–Coulomb model in FLAC is composed of theMohr–Coulomb criterion (shearing yield function) and criti-cal tensile stress (yield function of tensile stress). The flow ruleof tensile stress is the flow rule of association, whereas the flowrule of shearing stress is the flow rule of nonassociation.

2.1.1. Elasticity Rule Expressed by Increments. The FLAC3D

calculates the principal stresses (σ1, σ2, and σ3) of the rockunit when using the Mohr–Coulomb model. The value andapplication directions of principal stresses are calculatedfrom the tensor of stress and are ordered based on theirvalues (pressure stress is negative).

σ1 ≤ σ2 ≤ σ3 1

The corresponding principal strain increment can beexpressed as

Δei = Δeei + Δepi , i = 1 − 3, 2

where superscripts e and p are the elasticity and plasticityparts of the strain. The plastic strain component is nonzerowhen the material is in the plastic flow state. The Hooker the-orem expressed by the principal stress and principal strainincrement can be written as follows:

Δσ1 = α1Δee1 + α2 Δee2 + Δee3 ,Δσ2 = α1Δee2 + α2 Δee1 + Δee3 ,Δσ3 = α1Δee3 + α2 Δee2 + Δee1 ,

3

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where α1 = K + 4G/3 and α2 = K − 2G/3.K andG are the bulkand shear moduli of rocks, respectively.

2.1.2. Material Yield and Potential Function. On the basis ofthe ranking criteria of principal stress in (1), the failure cri-teria of materials can be determined by the envelope line onplane (σ1, σ3) (Figure 1).

The failure envelope line of material AB section, which isdefined by the Mohr–Coulomb yield function, is expressed as

f s = σ1 − σ3Nϕ + 2c Nϕ 4

The BC section is defined by the tensile stress yieldfunction.

f t = σt − σ3, 5

where φ is the frictional angle, c is the cohesive force, and σt isthe tensile strength of bulk materials.

Nϕ =1 + sin ϕ

1 − sin ϕ6

The shearing stress yield criterion only considers theinfluences of the maximum and minimum principalstresses and assumes that the intermediate principal stressis insignificant. For materials with nonzero frictional angle,the tensile strength should be not higher than a specificvalue σtmax.

σtmax =

ctan ϕ

7

The potential function of shearing stress gs correspondsto the flow rule of nonassociation. This function is definedas follows:

gs = σ1 − σ3Nψ, 8

where ψ is the dilation angle and

Nψ =1 + sin ψ

1 − sin ψ9

Considering that the failure criterion of tensile stress isthe flow rule of association, the following formulaexpresses that

gt = −σ3 10

For the unit in the 3D stress space under the influenceof tensile shear stress, the flow rules of tensile and shearingstresses in the Mohr–Coulomb model on the side bearingthe combined stress can be defined by one function h σ1,σ3 . h σ1, σ3 represents the bisector of shearing stressyield function f s = 0 and the tensile stress yield functionf t = 0 on plane σ1, σ3 (Figure 2). Function h is definedas follows:

h = σ3 − σt + αP σ1 − σP , 11

where αP and σp are constants.

αP = 1 +N2ϕ +Nϕ,

σp = σtNϕ − 2c Nϕ

12

The failure state of one point in plane σ1, σ3 can bedetermined by function h based on the stress state at thispoint. As shown in Figure 2, zones 1 and 2 are the nega-tive and positive zones of function h, respectively. If thestress state of one point is in zone 1, this point experiencesshearing failure and the stress state of this point returns toshear yield line f s based on the flow rule regulated bypotential function gs. If the stress state of one point is inzone 2, this point experiences tension and compressionfailures and the stress state of this point returns to tensileyield line f t = 0 based on the flow rule regulated by poten-tial function gt.

On the basis of stress orders defined in (1), the points inthe tensile-shear critical state automatically operate abovethe flow rules. The following method is easy to be realizedin the program due to the small strain increments. In eachcalculation time step, only one plastic flow rule and corre-sponding stress correction are considered. Specifically, stressis alternatively corrected by two criteria when the stressstate of one point lies on the boundary of the tensile-shearyield zone. In this process, the yield criteria can reach con-siderable calculation accuracy. This process depends onstrain increment.

2.1.3. Stress Correction under the Plastic State. Shear yieldshould be considered. The flow rule can be written as

Δepi = λ3∂g3

∂σi, i = 1, 3, 13

where λ3 is the unknown variable that should be determined.On the basis of the definition of function gs, the calculationof partial derivative expresses that

Δep1 = λ3,Δep2 = 0,Δep3 = −λ3NΨ

14

As shown in (2), the elastic strain increment is expressedas the total strain increment minus the plastic strain incre-ment. On the basis of the flow rule described in (14), thelaw of elasticity in (3) is changed into

Δσ1 = σ1Δe1 + α2 Δe2 + Δe3 − λ3 α1 − α2Nψ ,

Δσ2 = σ1Δe2 + α2 Δe1 + Δe3 − λ3 α2 − α2Nψ ,

Δσ3 = σ1Δe3 + α2 Δe1 + Δe2 − λ3 α2 − α1Nψ

15

Superscripts N and O are the current and previous timestep stress states. They are defined as

σNt = σ01 + Δσt , t = 1 3 16

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By combining (14) and (13), we obtain

σNt = σ ∫1 = λ2 a1 − a2Nψ ,

σN2 = σ ∫2 = λ2 a1 − a2Nψ ,

σN3 = σ

 ∫3 = λ2 a2 − a1Nψ

17

Superscript I is the stress of the previous time step that ispredicted based on the elasticity rule plus the stress incre-ment. Therefore,

σI1 = σ01 + α1Δe1 + α2 Δe2 + Δe3 ,

σI2 = σ02 + α1Δe2 + α2 Δe2 + Δe3 ,

σI3 = σ03 + α1Δe3 + α2 Δe1 + Δe2

18

The unknown parameter λf can be calculated by posi-tioning the current stress state on the shearing yield plane.In the yield function f 3 = 0, σ1 and σ3 are replaced by σN1and σN

3 . The transformation shows that

λ3 = f 3 σI1 ⋅ σI1

a1 − a2Nψ − a2 − a1Nψ Nϕ19

In the following text, the tensile yield is considered. Theflow rule of tension is expressed as follows:

Δep1 = λt∂gt

∂σ1, t = 1 3, 20

where λ3 is an unknown variable. On the basis of the defini-tion of gs, the calculation on partial derivative shows that

Δep1 = 0,Δep2 = 0,Δep3 = −λt

21

Similar to the above deduction process of shear stresscorrection, we obtain

σN1 = σ ∫1 + λtα2,

σN2 = σ ∫2 + λtα2,

σN3 = σ ∫3 + λtα1,

22

where

λt = f ψ σt3α1

= αt − σt3α1

23

2.2. Computer Implementation of Plastic Flow Rule. To calcu-late the stress state of materials based on Mohr–Coulombmodel, FLAC3D calculates the stress increment by theHooker theorem based on the total strain increment of

the current time step. Elastic budget stress (σ ∫y ) is

acquired by adding the calculated stress increment onthe stress of the previous time step. The principle budget

stresses (σ ∫1 , σ

t1, and σI

1) and the corresponding principaldirections are ordered based on the ranking rule regu-lated in (1). The elastic budget stress is corrected, and anew stress state is determined if the stress state satisfiesthe composite yield condition. Under the premise ofmeeting the yield criteria, two forms of stress state exist,

Tan �휑

c

N�휑

2cC

�휎t

B

A

fs = 0

�휎3−�휎1 = 0

�휎3

�휎1

Figure 1: Mohr–Coulomb failure criteria.

Domain2Domain1

�휎3

�휎p = �휎t N�휙 − 2c

�휎1

+

+

− +

f = 0f = 0

h = 0

N�휙.

Figure 2: Plastic flow rule in the Mohr–Coulomb model.

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The Yellow River

Figure 3: Position sketch of the 3D calculation model.

Figure 4: 3D computation mode.Figure 7: Faults.

−4

−3

−2

−1

0

1

2

3

Spee

d (m

/s)

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

Figure 8: Blasting velocity wave.

Figure 5: Grouting curtain.

Figure 6: Water-conveyance tunnel.

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namely, h σ ∫1 ⋅ σI3 ≤ 0 and h σ

 ∫1 ⋅ σI3 ≥ 0 ((11)). In the

first situation, the occurrence of shear failure at this pointis determined by the program. Stress is calculated againbased on (17) in which λt is determined by (19). In thesecond situation, the materials develop tensile failureand the stress state is determined again based on (22)and (23). Suppose the main direction of the principalstress remains unchanged during the plastic stress correc-tion. Therefore, the stress tensor component that corre-sponds to the system reference coordinates can becalculated based on the principal stress value.

In FLAC3D, the tensile strength of materials is defaultedto zero. If the given tensile strength is higher than σt

max, thetensile strength in the program is σtmax. If the maximumprincipal stress that is calculated by one unit (σ3) is higherthan tensile strength σt, this unit loses the tensile strength(0). In this way, the tensile softening effect of materials canbe simulated.

3. Calculation Model and Calculation Concept

3.1. Calculation Model. To analyze the effect of blasting intunnels on the embankment of the Yellow River, the

following parts are selected for the 3D finite element calcula-tion modeling (Figure 3). This modeling zone includes differ-ent geological strata and three faults (f11, f12, and f14) thatcover a total length of 120m.

On the basis of the above regions with considerations tothe grouting curtain area, a method similar to the planemodel is adopted. The general large 3D finite element modelis shown in Figure 4. The grouting curtain area is shown inFigure 5, and the water-conveyance tunnel is shown inFigure 6. The three faults are shown in Figure 7.

3.2. Calculation Loads. Similar to plane computation, threemajor types of loads are used:

(1) Gravity loads

(2) Water loads

(3) Blasting seismic waves

The gravity load is applied as the physical power. Waterload is applied at top of the model as the uniformly distrib-uted loads. The blasting seismic wave is applied on the cham-ber surrounding. On the basis of the provided calculation

Table 1: Material parameters.

StrataDensity Elastic modulus Poisson ratio Friction angle Cohesion Tensile strengthKg/m3 Pa ° Pa Pa

Modern alluvial silt Q3al4 2680 0.8e9 0.42 30 0.1e6 0.0e6

C3g2 2700 5.0e9 0.40 35 0.6e6 2.0e6

C3g1 2720 12.0e9 0.35 40 2.0e6 3.0e6

C2z 2750 18.0e9 0.30 45 2.50e6 7.0e6

Fault 2680 0.8e9 0.42 30 0.1e6 0.0e6

Grout curtain 3025 19.8e9 0.33 49.5 2.75e6 7.70e6

Load blasting

Seismic wave

Load blasting

Seismic wave

Load blasting

Seismic wave

Load blasting

Seismic wave

First excavation Second excavation Third excavation Fourth excavation

Figure 9: Segmented excavation and zoning of blasting seismic wave application.

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data, the velocity wave is selected as the applied seismic wave(Figure 8).

3.3. Calculation Parameters. On the basis of the provideddata, the following parameters are selected as materialparameters in this calculation (Table.1).

3.4. Calculation Concept.On the basis of the “advanced preg-routing construction scheme,” that is, 50m of pregroutingand 40m of excavation requirements, the water-conveyancetunnel in this model is divided into four sections (Figure 9).In the calculation process, the blasting seismic wave isapplied on the face and tunnel wall at each excavation.The selected region on the tunnel wall is 10m away fromthe face (Figure 10). The blasting seismic wave is appliedon the tunnel wall in the final excavation, that is, the fourthexcavation. The application range is also 10m away fromthe exit (Figure 11).

4. Calculation Result Analysis

4.1. Selection of the Analyzed Fracture and CharacteristicPoints. To analyze the influences of excavation steps on rockmass, grouting curtain, and embankment, four sections (A-A, B-B, C-C, and D-D) are selected from the model zonefor analysis (Figure 12). To analyze the influences of excava-tion steps on embankment, 6 characteristic points areselected from the embankment surface for calculation analy-sis. The 6 characteristic points are located in the center inwhich one side of the computation zone has 3 points each.The locations of different characteristic points are shown inFigure 13.

4.2. Analysis on the Profile Calculation Results. For an accu-rate analysis on the maximum effect of blasting seismicwave on rock mass, grouting curtain, and embankment,only the section where the explosion source lies is analyzed.In other words, only section A-A is analyzed in the firstexplosion, and the stress displacements on the remainingthree sections are not analyzed. The rest can be performedin the same manner.

4.2.1. Stress and Displacement Analysis on Section A-Aduring the First Excavation. As shown in Figures 14–16under the effect of blasting seismic wave, the displacementgenerally attenuates from the tunnel wall to the internalstructure of rock mass. The maximum horizontal and

maximum vertical displacements of the tunnel wall are60.00 and 60.00mm, respectively. The maximum resultantdisplacement is 65.00mm. In the grouting curtain zone,the horizontal displacement mainly ranges between 0.00and 30.00mm, the vertical displacement concentrates in0.00–30.00mm, and the resultant displacement is mainlyin the range of 20.00~40.00mm.

P1 P2 P3

P4 P5 P6

Figure 13: Key points on the embankment surface.

A-A

B-B

C-C

D-D

Figure 12: Excavation fractures.

Figure 10: First excavation and blasting seismic wave application.Figure 11: Fourth excavation and blasting seismic wave application.

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The distribution law of the major principal stress isshown in Figure 17. The tunnel wall is mainly in the tensionstate. The tensile stress gradually weakens with its deepconcentration on the rock mass. The rock mass turns to thecompression state. The grouting curtain zone mainly concen-trates in the compressive zones. The maximum tensile stress

on the tunnel wall is 1.20MPa, and the compressive stress inthe grouting curtain is −0.20~−0.40MPa.

4.2.2. Stress and Displacement Analysis on Section B-Bduring the Second Excavation. As shown in Figures 18–20under the effect of blasting seismic wave, the displacement

60.0050.0040.0030.0020.0010.000.00−10.00−20.00−30.00−40.00−50.00−60.00

XDisp (mm)

X

Z

20.0030.00

40.00

0.00

50.0010.00

0.00

−40.00

10.00

−30.00

−20.00

−10.00

Figure 14: Displacement of section A-A along X.

60.0050.0040.0030.0020.0010.000.00−10.00−20.00−30.00−40.00−50.00−60.00

ZDisp (mm)

20.00

X

Z

−10.00

0.00

10.00

30.00

40.00

60.00

10.00

0.00

−10.00 −30.00

−20.00

−60.00

Figure 15: Displacement of section A-A along Z.

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generally attenuates from the tunnel wall to the internalstructure of rock mass. The maximum horizontal andmaximum vertical displacements of the tunnel wall are43.00 and 43.20mm, respectively. The maximum resultantdisplacement is 44.00mm. In the grouting curtain zone,the horizontal displacement mainly ranges between 2.10and 20.00mm, the vertical displacement concentrates in

2.27~15.60mm, and the resultant displacement is mainlyin the range of 17.00~27.00mm.

The distribution law of the major principal stress isshown in Figure 21. The tunnel wall is mainly in the tensionstate. The tensile stress gradually weakens with its deepconcentration on the rock mass. The rock mass turns tocompression state. The grouting curtain zone mainly

65.0060.0055.0050.0045.0040.0035.0030.0025.0020.0015.0010.005.00

Disp (mm)

30.00

25.00

20.00

35.00

X

Z

20.00

25.00

30.00

40.00

45.00

30.0020.00

25.00

40.00 50.00

35.00 25.00

15.00

15.00

65.00

20.00

Figure 16: Resultant displacement of section A-A.

1.201.000.800.600.400.200.00−0.20−0.40−0.60−0.80−1.00−1.20−1.40−1.60−1.80−2.00−2.20−2.40−2.60

SIG1 (MPa)

−1.00

−1.00

−0.80

−0.80

0.80

0.20

X

Z

−0.60

−0.2

0

0.20

0.60

−0.60

−0.80

−0.60

1.00 1.20

0.40

−0.40

−0.20

−0.40

Figure 17: Major principal stress on section A-A.

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concentrates in the compressive zones. The maximum tensilestress on the tunnel wall is 1.65MPa, and the compressivestress in the grouting curtain is −0.50~−1.00MPa.

4.2.3. Stress and Displacement Analysis on Section C-C duringthe Third Excavation. As shown in Figures 22–24 under theeffect of blasting seismic wave, the displacement generally

43.0038.4633.9329.3924.8520.3215.7811.246.712.17−2.37−6.91−11.44−15.98−20.52−25.05−29.59−34.13−38.66−43.20

XDisp (mm)

−15.98

−25.0524.85

X

Z

−6.91−11.44

−38.66

−2.3

72.17

6.71

33.9320

.3215.7811

.24

6.71

2.17

−2.37

−20.

52

−15.98

Figure 18: Displacement of section B-B along X.

43.2038.6534.1129.5625.0120.4615.9211.376.822.27−2.27−6.82−11.37−15.92−20.46−25.01−29.56−34.11−38.65−43.20

ZDisp (mm)

38.65

−25.01

−15.92X

Z

15.92

25.01

20.4

6

11.37

6.82

2.27

−2.27

−38.6

5

−20.

46

−6.82

−11.

37

Figure 19: Displacement of section B-B along Z.

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attenuates from the tunnel wall to the internal structure ofrock mass. The maximum horizontal and maximum verticaldisplacements of the tunnel wall are 50.00 and 58.00mm,

respectively. The maximum resultant displacement is58.00mm. In the grouting curtain zone, the horizontal dis-placement mainly ranges between 2.63 and 28.95mm, the

43.0040.8338.6536.4834.3132.1329.9627.7925.6123.4421.2719.1016.9214.7512.5810.408.236.063.881.71

Disp (mm)

23.44

X

Z

10.40

16.92

23.44

19.10

21.27

14.7516.9219.10

12.5816.92

21.27

38.65

40.83

38.65

19.10

16.9214.75

12.58

10.40

21.27

16.9

219

.10

14.7

5

12.5

8

10.40

10.40

Figure 20: Resultant displacement of section B-B.

1.651.381.110.840.580.310.04

−0.50−0.70−0.77−1.03−1.30−1.57−1.84−2.11−2.38−2.64−2.91−3.18−3.45

SIG1 (MPa)

−0.50

−0.50

−1.3

0

−1.30

−1.3

0

0.84

X

Z

−0.23

−1.30−0.70

0.04

−0.7

7

−0.70

−0.50

1.11

0.31

−0.70

−0.2

3

−0.50

−0.77

−0.03

Figure 21: Major principal stress on section B-B.

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vertical displacement concentrates between 0.00 and33.00mm, and the resultant displacement is mainly in therange of 25.80~40.44mm.

The distribution law of the major principal stress isshown in Figure 25. The tunnel wall is mainly in the ten-sion state. The tensile stress gradually weakens with its

deep concentration on the rock mass. The rock massturns to compression state. The grouting curtain zonemainly concentrates in the compressive zones. The maxi-mum tensile stress on the tunnel wall is 1.35MPa, andthe compressive stress in the grouting curtain is −0.20~−0.72MPa.

50.0044.7439.4734.2128.9523.6818.4213.167.892.63−2.63−7.89−13.16−18.42−23.68−28.95−34.21−39.47−44.74−50.00

XDisp (mm)

2.63

−44.74

−39.47

X

Z

−18.42−13.16

−7.89

−2.63

−28.95

−34.

21

−44.74

−13.16

−7.89

−2.6

32.63

13.16

7.89

28.95

50.00

44.7439.47

34.21

13.16

7.89

18.42

23.68

Figure 22: Displacement of section C-C along X.

58.0049.7141.4333.1424.8616.578.290.00−8.29−16.57−24.86−33.14−41.43−49.71−58.00

ZDisp (mm)

24.86

0.00

−16.

57

X

Z

8.29

16.57

33.1441.43

24.86

16.57 8.29

−8.29

−41.4

3

−33.14

−24.56−8.29

8.29

Figure 23: Displacement of section C-C along Z.

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4.2.4. Stress and Displacement Analysis on Section D-D duringthe Fourth Excavation. As shown in Figures 26–28 under theeffect of blasting seismic wave, the displacement generallyattenuates from the tunnel wall to the internal structure of

rock mass. The maximum horizontal and maximum verticaldisplacements of the tunnel wall are 35.00 and 35.00mm,respectively. The maximum resultant displacement is38.00mm. In the grouting curtain zone, the horizontal

58.0055.0752.1549.2246.2943.3740.4437.5134.5931.6628.7325.8022.8819.9517.0214.1011.178.245.322.39

Disp (mm)

34.59

X

Z

19.95

28.73

37.51

52.1543.37

25.80

19.9522.88

37.51

58.00

17.0

2

28.7

331

.66

46.2934.59

28.7322.88

46.2

9

34.59

43.3758.00

52.15

37.51

22.88

19.9517.0214

.10

Figure 24: Resultant displacement of section C-C.

1.351.120.890.660.430.20−0.03−0.26−0.49−0.72−0.95−1.17−1.40−1.63−1.86−2.09−2.32−2.55−2.78−3.01

SIG1 (MPa)

−0.49

X

Z

−0.95

−0.72

−0.20

0.20

0.66

−0.49

0.43

1.12

−0.2

6

−0.030.200.66

−0.49

−0.49

−0.49

1.350.20

−0.26−0.49 0.

89

−0.72 1.120.43−0.26

−0.49

−0.95

−1.17

1.35

Figure 25: Major principal stress on section C-C.

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displacement mainly ranges between 0.00 and 20.00mm, thevertical displacement concentrates between 5.00 and20.00mm, and the resultant displacement is mainly in therange of 16.00~24.00mm.

The distribution law of themajor principal stress is shownin Figure 29. The tunnel wall is mainly in the tension state.

The tensile stress gradually weakens with its deep concentra-tion on the rock mass. The rock mass turns to compressionstate. The grouting curtain zone mainly concentrates in thecompressive zones. The maximum tensile stress on the tun-nel wall is 1.40MPa, and the compressive stress in the grout-ing curtain is −0.04~−0.40MPa.

35.0030.0025.0020.0015.0010.005.000.00−5.00−10.00−15.00−20.00−25.00−30.00−35.00

XDisp (mm)

X

Z

−10.00

−25.00

−20.00−15.00

−5.00

0.00

−5.00

5.00

0.00

10.00

15.00

20.00

35.00

25.00

10.00

Figure 26: Displacement of section D-D along X.

35.0030.0025.0020.0015.0010.005.000.00−5.00−10.00−15.00−20.00−25.00−30.00−35.00

ZDisp (mm)

10.00

X

Z

5.00

10.00

15.0020.00

25.0010.005.00

−25.00

−30.00

−20.00

−15.00

−5.00

Figure 27: Displacement of section D-D along Z.

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On the basis of the above displacement and stress maps,the displacement generally attenuates from the tunnel wallto the internal structure of rock mass under the effect ofblasting seismic wave. The tunnel wall is mainly in the

tension state. The tensile stress gradually weakens with itsdeep concentration on the rock mass. The rock mass turnsto compression state. The curtain-grouting zone mainly con-centrates in the compressive zones.

38.0036.0034.0032.0030.0028.0026.0024.0022.0020.0018.0016.0014.0012.0010.008.006.004.00

Disp (mm)

22.0

0

14.0

0

X

Z

10.00

14.00

18.0024.00

22.00

32.00

16.0020.00

38.00

38.0030

.00

22.0

018

.00

24.0038.00

36.0028

.00

12.00

30.0024.00

16.00 18.00 16.00

12.0014.00

12.00

10.00

Figure 28: Resultant displacement of section D-D.

1.401.211.010.820.620.430.230.040.16−0.35−0.55−0.74−0.94−1.13−1.33−1.52−1.72−1.91−2.11−2.30

SIG1 (MPa)

0.23−0.35

X

Z

−0.74

−0.74

−0.35−0.55

0.040.821.01

0.62

−0.35

0.04

0.431.21

0.62

−0.16

−0.35

−0.16

1.010.04

−0.55

Figure 29: Major principal stress on section D-D.

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4.3. Time-History Response Analysis on Characteristic Points

4.3.1. Time-History Response Analysis on Velocity at theCharacteristic Points on the Embankment under DifferentExcavation Steps. As shown in Figure 30, the maximumvibration velocities at characteristic points P1, P2, P3, P4,P5, and P6 are 2.47, 2.13, 1.36, 1.88, 2.24, and 0.95 cm/s,respectively.

As shown in Figure 31, the maximum vibration velocitiesat P1, P2, P3, P4, P5, and P6 are 3.28, 3.94, 3.43, 3.00, 4.33,and 3.54 cm/s, respectively.

Figure 32 shows that the maximum vibration velocities atP1, P2, P3, P4, P5, and P6 are 1.17, 2.38, 3.00, 0.79, 1.22, and1.59 cm/s, respectively.

As shown in Figure 33, the maximum vibration velocitiesat P1, P2, P3, P4, P5, and P6 are 2.35, 2.46, 2.65, 1.81, 2.10,and 2.19 cm/s, respectively.

As shown in Figures 30–33 in each excavation step, thevibration velocity is high in the beginning of blasting andgradually decreases until it becomes stable. The vibrationvelocities at all characteristic points at each excavation stepare generally small that range between 0.79 and 4.33 cm/s.

4.3.2. Time-History Response Analysis of ResultantDisplacement at Characteristic Points under DifferentExcavation Steps. As shown in Figure 34, the maximumvibration displacements at P1, P2, P3, P4, P5, and P6 are2.69, 3.09, 5.33, 2.27, 2.86, and 5.22mm, respectively.

As shown in Figure 35, the maximum vibration displace-ments at P1, P2, P3, P4, P5, and P6 are 13.31, 17.29, 19.20,12.51, 16.29, and 18.56mm, respectively.

As shown in Figure 36, the maximum vibration displace-ments at P1, P2, P3, P4, P5, and P6 are 16.60, 13.86, 15.28,16.23, 13.71, and 14.57mm, respectively.

As shown in Figure 37, the maximum vibration displace-ments at P1, P2, P3, P4, P5, and P6 are 16.17, 18.24, 19.93,14.73, 17.29, and 19.19mm, respectively.

As shown in Figures 34–37 in each excavation step, theresultant displacement at different characteristic pointscaused by blasting excavation continuously increases. Thiscondition demonstrates that tunnel blasting causes a contin-uously increasing resultant deformation of the earth surface.The resultant displacement caused by the first step of blastingexcavation is relatively small and gradually increases in thefollowing excavation steps. This condition is because of thetunnel that begins to be connected slowly that results in con-siderable cavities. Hence, the resultant displacement gradu-ally increases. Displacements of the representative pointsP1, P2, and P3 are much greater than those of the represen-tative points P4, P5, and P6 due to different positions of thesepoints, to specific, the representative points P1, P2, and P3

p1p2p3

p4p5p6

0.0

0.5

1.0

1.5

2.0

2.5

3.0

Spee

d (c

m/s

)

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

Figure 30: Time-history response curve of velocity at characteristicpoints on the embankment in the first excavation.

p1p2p3

p4p5p6

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

Spee

d (c

m/s

)

Figure 32: Time-history response curve of velocity at characteristicpoints on the embankment in the third excavation.

0

1

2

3

4

Spee

d (c

m/s

)

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

p1p2p3

p4p5p6

Figure 31: Time-history response curve of velocity at characteristicpoints on the embankment in the second excavation.

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are above the excavation tunnel and the representative pointsP4, P5, and P6 are on one side of the excavation tunnel.

5. Conclusions

On the basis of the 3D calculation on tunnel blasting, severalmajor conclusions can be drawn which are as follows:

(1) The displacement generally attenuates from the tun-nel wall to the internal structure of rock mass underthe effect of blasting seismic wave. The tunnel wallis mainly in the tension state. The tensile stress isgradually converted into compressive stress with itsdeep concentration on the rock mass. The curtain-

grouting zone mainly concentrates in the compres-sive zones.

(2) On the basis of the calculation of characteristic pointsat the top of the embankment, the maximum vibra-tion velocity at different characteristic points rangesbetween 0.79 and 4.33 cm/s under different blastingexcavation steps. The maximum displacement alongX changes between −13.11 and 13.28mm, the maxi-mum displacement along Y fluctuates within−12.39~14.97mm, and the maximum displacementalong Z ranges between −19.12 and 5.23mm. The

p1p2p3

p4p5p6

0.0

0.5

1.0

1.5

2.0

2.5

3.0

Spee

d (c

m/s

)

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

Figure 33: Time-history response curve of velocity at characteristicpoints on the embankment in the fourth excavation.

0

1

2

3

4

5

6

Tota

l disp

lace

men

t (m

m)

p1p2p3

p4p5p6

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

Figure 34: Time-history response curve of resultant displacementat characteristic points on the embankment in the first excavation.

p1p2p3

p4p5p6

0

5

10

15

20

25

Tota

l disp

lace

men

t (m

m)

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

Figure 35: Time-history response curve of resultant displacementat characteristic points on the embankment in the secondexcavation.

p1p2p3

p4p5p6

0

2

4

6

8

10

12

14

16

18

Tota

l disp

lace

men

t (m

m)

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

Figure 36: Time-history response curve of resultant displacementat characteristic points on the embankment in the third excavation.

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variation range of the maximum resultant displace-ment is in the range of 2.27~19.93mm. All displace-ments are in the allowed range.

(3) Considerable tunnel holes occur and the resultantdisplacement gradually increases with the continua-tion of blasting excavation.

(4) The blasting vibration wave velocity is lower than thesafety value in the code based on the vibration wavevelocity at different characteristic points on theembankment. Therefore, the embankment is stableand safe during tunnel blasting.

(5) A finite element numerical simulation on compli-cated problems in large actual engineering projectsis conducted. The subsequent construction is guidedbased on the calculation results that achieves idealoutcomes. The proposed numerical simulation is sig-nificantly fast, convenient, and accurate and can bepromoted in actual engineering.

Data Availability

The data used to support the findings of this study arecurrently under embargo while the research findings arecommercialized. Requests for data, 12 months after publi-cation of this article, will be considered by the corre-sponding author.

Conflicts of Interest

The authors declare that there is no conflict of interestregarding the publication of this paper.

Acknowledgments

This work was supported by the Scientific Research Funds ofHuaqiao University, the National Natural Science Founda-tion of China (51679093), the Open Research Fund of StateKey Laboratory for Geomechanics and Deep UndergroundEngineering, China University of Mining and Technology,China (SKLGDUEK1701), and the Promotion Program forYoung and Middle-aged Teacher in Science and TechnologyResearch of Huaqiao University, China (ZQN-PY112).

References

[1] G. Hui, The Study on Hollow Effect of Ground Vibration underBlasting Load in Shallow Tunnel, Southwest Jiaotong Univer-sity, China, 2017.

[2] D. P. Blair and J. J. Jiang, “Surface vibrations due to a verticalcolumn of explosive,” International Journal of Rock Mechanicsand Mining Sciences, vol. 32, no. 2, pp. 149–154, 1995.

[3] R. P. Dhakal and T. C. Pan, “Response characteristics ofstructures subjected to blasting-induced ground motion,”International Journal of Impact Engineering, vol. 28, no. 8,pp. 813–828, 2003.

[4] S. K. Mandal, M. M. Singh, and S. Dasgupta, “A theoreticalconcept of structural dynamics to evaluate blast-induceddamage on structures,” Mining Technology, vol. 114, no. 4,pp. 219–226, 2013.

[5] S. D. Butt, D. B. Apel, and P. N. Calder, “Analysis of highfrequency microseismicity recorded at an underground hard-rock mine,” Pure and Applied Geophysics, vol. 150, no. 3-4,pp. 693–704, 1997.

[6] U. Ozer, “Environmental impacts of ground vibration inducedby blasting at different rock units on the Kadikoy-Kartal metrotunnel,” Engineering Geology, vol. 100, no. 1-2, pp. 82–90,2008.

[7] C. Kuzu, “The mitigation of the vibration effects caused bytunnel blasts in urban areas: a case study in Istanbul,” Environ-mental Geology, vol. 54, no. 5, pp. 1075–1080, 2008.

[8] C. H. Dowding, E. Hamdi, and C. T. Aimone-Martin, “Strainsinduced in urban structures by ultra-high frequency blastingrock motions: a case study,” Rock Mechanics and Rock Engi-neering, vol. 49, no. 10, pp. 4073–4090, 2016.

[9] O. P. Minaev, “Effective blasting method of compacting sandfoundation beds for various structures,” Power Technologyand Engineering, vol. 51, no. 5, pp. 507–512, 2018.

[10] S. Valliappan and K. K. Ang, “Finite element analysis ofvibrations induced by propagating waves generated by tunnelblasting,” Rock Mechanics and Rock Engineering, vol. 21,no. 1, pp. 53–78, 1988.

[11] M. Eslami and K. Goshtasbi, “Blasting damage predictions bynumerical modeling in siahbishe pumped storage power-house,” Journal of The Institution of Engineers (India): SeriesD, vol. 99, no. 1, pp. 133–146, 2018.

[12] L. Nguyen, H. H. Pham, and P. H. Hoang, “Analysis andevaluation of the ground wave propagation due to blastingactivities of the road construction by numerical models andexperiments,” in Proceedings of the International Conferenceon Advances in Computational Mechanics 2017. ACOME2017, Lecture Notes in Mechanical Engineering, H. Nguyen-Xuan, P. Phung-Van, and T. Rabczuk, Eds., pp. 709–722,Springer, Singapore, 2017.

p1p2p3

p4p5p6

0

5

10

15

20

25

Tota

l disp

lace

men

t (m

m)

0.2 0.4 0.6 0.8 1.0 1.20.0Time (s)

Figure 37: Time-history response curve of resultant displacementat characteristic points on the embankment in the fourthexcavation.

18 Complexity

Page 19: Complex Modeling of the Effects of Blasting on the …downloads.hindawi.com/journals/complexity/2018/4654315.pdfResearch Article Complex Modeling of the Effects of Blasting on the

[13] S. Lu, C. Zhou, N. Jiang, and X. Xu, “Effect of excavation blast-ing in an under-cross tunnel on airport runway,” Geotechnicaland Geological Engineering, vol. 33, no. 4, pp. 973–981, 2015.

[14] C. Xu and C. Deng, “Investigating spectral behavior of tunnelblast-induced vibration using wavelet analysis: a case studyof a dam in China,” Journal of Civil Structural Health Monitor-ing, vol. 6, no. 3, pp. 637–647, 2016.

[15] G. Swoboda, G. Zenz, N. Li, and C. Kurzweil, “Dynamic anal-ysis of blast procedure in tunneling,” in Structural Dynamics,G. I. Schueller, Ed., Springer, Berlin, Heidelberg, 1991.

[16] Y. Ning, J. Yang, X. An, and G. Ma, “Simulation of blastinduced crater in jointed rockmass by discontinuous deforma-tion analysis method,” Frontiers of Architecture and Civil Engi-neering in China, vol. 4, no. 2, pp. 223–232, 2010.

[17] J. Liu, Q. Yan, and J. Wu, “Analysis of blast wave propagationinside tunnel,” Transactions of Tianjin University, vol. 14,no. 5, pp. 358–362, 2008.

[18] R. Tiwari, T. Chakraborty, and V. Matsagar, “Dynamic analy-sis of twin tunnel subjected to internal blast loading,” inAdvances in Structural Engineering, V. Matsagar, Ed.,pp. 343–354, Springer, New Delhi, India, 2015.

[19] L. Glascoe and T. Antoun, “Application of high performancecomputing to rapid assessment of tunnel vulnerability toexplosive blast and mitigation strategies,” in Blast Mitigation,A. Shukla, Y. Rajapakse, and M. Hynes, Eds., pp. 21–53,Springer, New York, NY, USA, 2014.

[20] V. A. Osinov, “Blast-induced waves in soil around a tunnel,”Archive of AppliedMechanics, vol. 81, no. 5, pp. 543–559, 2011.

[21] F. Feng, N. Guang-hen, and H.-m. He, “Research on safetyevaluation of Yellow River embankment based onconsequence-reverse-diffusion and layered-weight method,”Shuili Xuebao, vol. 45, no. 9, pp. 1048–1056, 2014.

[22] Z. Lianbo and W. Xiaoxu, “The analysi of construction riskfactor of lanzhou subway tunnel under yellow river,” Journalof Lanzhou Jiaotong University, vol. 35, no. 6, pp. 1–7, 2016.

[23] C. Yang, Study on Risk Analysis and Countermeasures duringConstruction Period in the Yellow River Crossing Tunnel ofthe Middle Route Project of South-to-North Water Diversion,Henan Polytechnic University, China, 2011.

[24] Z. Yukun, L. Handong, and Q. Lan, “Test study of soil strengthwith different soaked periods of embankment of Yellow River,”Chinese Journal of Rock Mechanics and Engineering, vol. 27,no. 1, pp. 3047–3051, 2008.

[25] S. Ma, Z. Xiaowen, and C. Bao, “Study on Dynamic Behaviorof San in Foundation of a Large Tunnel for South to NorthWater Transfer Project,” Chinese Journal of GeotechnicalEngineering, China, vol. 25, no. 2, pp. 144–148, 2003.

19Complexity

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