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ORIGINAL RESEARCH article

Front. Earth Sci., 17 January 2023
Sec. Solid Earth Geophysics

Constitutive model for stress–Strain responses of municipal solid waste considering fibrous reinforcement

Xiulei LiXiulei Li1Bo Peng
Bo Peng2*Jinfeng LiJinfeng Li3
  • 1School of River and Ocean Engineering Chongqing Jiaotong University, Chongqing, China
  • 2School of Materials Science and Engineering Chongqing Jiaotong University, Chongqing, China
  • 3School of Architecture and Engineering Chongqing Industry Polytechnic University, Chongqing, China

The triaxial test results of municipal solid waste (MSW) with different fibrous content show that reinforcement of fibrous materials is the key factor affecting the mechanical properties of MSW. Thus, MSW is regarded as a composite of fibrous materials (plastic +textiles) and paste (i.e., any other non-fibrous materials). Under load, its mechanical behavior is determined by the two materials listed previously. This study introduces the notion of fibrous-reinforced parameters and provides the corresponding evaluation equation. A new plastic potential function reflecting the reinforcement effect of fibrous materials is developed to establish the elastoplastic constitutive model for predicting stress–strain responses of MSW. Comparing anticipated and experimental findings of various MSW demonstrates that the suggested constitutive model’s predictions are in good accordance with the test data. This model reproduces the essential aspects of the upward curving of the stress–strain curves and continuous volumetric strain increase with axial strain more precisely during loading, particularly for the upward curve form at a higher strain level. Meanwhile, the model is also able to capture the characterization of larger volumetric strains for MSW specimens with a higher fibrous content and larger volumetric strain for lower confining stress. Comparing the measured data and model parameter analysis reveals that the suggested model can accurately mimic the mechanical and deformation properties of MSW, hence providing a theoretical foundation for the landfill project.

1 Introduction

Rapid economic expansion, growing population, and urbanization have resulted in a considerable amount of municipal solid waste (MSW) being produced daily on a global scale. Due to its economic viability, landfilling has become the most prevalent method for disposal of municipal solid waste. A substantial proportion of the solid waste generated in the United States (52.6%), Canada (69.8%), Spain (56.7%), Australia (49%), and China (64.6%) is disposed off in landfills (US. EPA, 2016; CHN, 2018; Chen et al., 2018; OECD (Organization for Economic CO-Operation and Development), 2017) (United States EPA 2016; OCED 2017; Chen et al., 2018; CHN. NBS, 2018). The optimization design and long-term stability of landfills are serious challenges in geotechnical engineering. Some geotechnical engineering problems in landfills are close to the physical and mechanical properties of MSW, such as slope stability, settlement deformation, and leachate seepage (Dixon and Jones, 2005; Feng et al., 2017). MSW is a typical anisotropic material, and its physical and mechanical properties are affected by many factors, including composition, water content, degradation degree, density, and particle distribution.

MSW comprises the majority of the entire landfill system. In landfill engineering, a reliable evaluation of its stress–strain behavior is crucial for slope stability analysis and settlement deformation prediction. Direct shear (DS), single shear (SS), and conventional triaxial compression (CTXC) tests are commonly used to measure the stress–strain responses of MSW in the laboratory Vilar and Carvlho. (2004); Zhan et al. (2008); Bray et al. (2009); Reddy et al. (2009); Zekkos et al. (2010); Karimpour-Fard et al. (2011); Reddy et al. (2011); Zekkos et al. (2012); Zhao et al. (2014); Babu et al. (2015); Reddy et al. (2015); Abreu and Vilar. (2017); Ramaiah et al. (2017); Ramaiah and Ramana (2017); Shariatmadari et al. (2017); Zekkos and Fei. (2017); Zhang et al. (2018); Zhang et al. (2019). As far as laboratory tests are concerned, the stress–strain curves of MSW obtained from CTXC tests usually exhibit an obvious upward curvature at large strain levels without any clear sign of failure observed for the common range of strain attained in these tests. This behavior is attributed to the mobilized reinforcement of fibrous elements present in MSW, such as plastics and textiles. In direct shear and single testing, stress–displacement curves that resemble hyperbolas typically exhibit a concave downward shape, and peak shear stresses can sometimes be attained for the displacement range covered by these tests. Due to specimen compaction, the main fibrous materials become parallel to the shearing plan, which results in less mobilized reinforcement of fibrous materials during tests Bray et al. (2009); Zekkos et al. (2010); Zekkos et al. (2012); Zekkos and Fei. (2017). The physicomechanical properties of municipal solid waste incineration bottom ash (MSWIBA) were investigated using ultrasonic wave velocity test and triaxial compression test Song et al. (2019); Xiang and Song. (2020), and the stress—strain relationships of MSWIBA were described by the modified Duncan–Chang model Xiang et al. (2021).

At present, there are few reliable constitutive models for MSW. The conventional soil constitutive models usually describe stress–strain responses of MSW Babu et al. (2010); Singh et al. (2011); Asadi et al. (2017). However, MSW has some special properties different from common soils like high compressibility, biodegradability, and fibrous reinforcement. The properties of upward curvature shape in the stress–strain curves and volumetric strain sustainable increasing with the axial strain obtained from CTXC tests are quite difficult to simulate using the existing soil constitutive models. In recent years, several scholars have tried to study the constitutive model for MSW by considering unique its physical and mechanical performance. Machado et al. (2002); Machado et al. (2008) regarded solid waste as a composite material consisting of paste and fibrous material and used the ideal elastic–plastic model and non-associated flow rule in the framework of critical soil mechanics to simulate the mechanical characteristics of fibrous and paste materials. Then, a composite constitutive model is established for MSW by superimposing the aforementioned two models according to the volume ratio of paste and fibrous materials. Later, Machado et al. (2017) again proposed a constitutive framework to model the undrained loading of MSW based on the aforementioned composite constitutive model, taking particle compression and fibrous tensile stress into account. Because many kinds of fibrous materials are included in MSW, however, the mechanical parameters of various fibrous materials are very different and relatively difficult to determine, which limits the application of the Machado model to a certain extent. Based on the Duncan–Chang model, Ke et al. (2014) developed a nonlinear constitutive model for municipal solid waste that accounts for degradation of organic content. However, it is difficult for the model to predict the stress–strain responses at larger strain level. Chouksey and Babu (2015) superimposed the existing creep model and biodegradation model of MSW with the typical modified Cam–Clay model to simulate the mechanical and deformation properties of MSW, but the reinforcing action of fibrous materials is not fully reflected. Considering particle compression, Lü et al. (2017) proposed a yielding equation with power function form and adopted the non-associated flow rule to develop the constitutive model for MSW. Due to insufficient consideration of the reinforcing action of fibrous materials, it is evident that the aforementioned models do not adequately capture the stress–strain-volumetric change behavior of MSW.

MSW is a composite of paste and fibrous materials, and its mechanical and deformation properties depend on the interaction between the two materials. According to the stress–strain responses of MSW with different fibrous contents from triaxial tests, a constitutive model suitable for MSW is derived from a newly developed plastic potential function reflecting the reinforcement of fibrous materials.

2 Laboratory tests and methods

2.1 Specimen preparation

Solid waste was taken from a sanitary landfill on the outskirts of the Chinese city of Yancheng in order to prepare specimens for tests. The samples of solid waste from drilling holes were placed in plastic drums with tight seals and then transported to the laboratory. First, the collected MSW was treated, for instance, by removing the larger block bodies of wood, stone, bricks, textiles, metals, and plastic bottles, . Second, the remaining part was dried in an oven at 60 °C to a constant weight. Finally, Table 1 shows the percentages of plastic, textile, paper, wood, glass and inert, gravel and bricks, and other miscellaneous pastes that make up the collected MSW, as obtained by the manual sorting method.

TABLE 1
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TABLE 1. Composition of the MSW samples.

To ensure all prepared MSW specimens have the same initial state, the reconstituted MSW specimens with a diameter of 40 mm and a height of 86 mm were measured using the conventional triaxial compression tests. According to the Technical Specification of Soil Test of Landfilled Municipal Solid Waste (Industrial Standard of the People’s Republic Of China (CJJ/T 204-2013)), the maximum particle size and the length of the fibrous materials’ (i.e., plastic and textiles) are, respectively, not larger than 1/8 and 1/3 of the specimens’ diameter. These prepared MSW specimens have a dry density of 0.69g/cm3, an initial void ratio of 2.0, and an initial moisture content of 50%.

2.2 Testing program

The consolidated drained (CD) CTXC tests were carried out for the reconstituted MSW specimens using consolation confining pressure of 100, 200, 300, and 400 kPa. Before tests, the MSW specimens were saturated in combination with vacuum pumping saturation, water head saturation, and back-pressure saturation methods. The detailed saturation methods were reported by Li and Shi. (2016). Then, the saturated specimens were placed in a triaxial pressure chamber to consolidate by applying a constant confining pressure until the volume change rate was negligible. Finally, the specimens were tested at a shearing rate of 0.02 mm/min after consolidation. The triaxial test apparatus is shown in Figure 1.

FIGURE 1
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FIGURE 1. GDS triaxial test apparatus.

During tests, the axial strain εa, volumetric strain εv, axial effective stress σ1, and confining effective stress σ3 can be obtained directly. The radial strain εr and shear strain εs could be calculated using Eq. 1 by Shariatmadari et al. (2009).

εr=11εv1εa;εs=23(εaεr)(1)

Under axisymmetric conditions, the mean normal effective stress p′ and the deviator stress q are defined as follows in Eq. 2.

p=(σ1+2σ3)/3;q=σ1σ3(2)

3 Test results and discussion

3.1 Stress–strain and volume change behavior

Figure 2 shows the variation of MSW volumetric strain with time during consideration under different confining stresses. It can be observed that the consolidation process of the MSW specimen could not be finished in a short time. The volume change is very large initially, and the primary consolidation is completed in 30 min. The volume change tends to be stable after 150 min. After 300 min, the proportion of volume change to the initial total volume of the MSW specimen is less than 0.01%, indicating that MSW specimen consolidation is complete. The larger the consolidation confining pressure, the larger the volume change of the MSW specimen. After the MSW specimen is consolidated, the CTXC tests are carried out under drainage conditions. Figure 3 presents the appearance of the MSW specimen before and after the test. The MSW specimen has a large compression deformation as shown in Figure 3B, and the lateral swelling is very small, which confirms the high compressibility of MSW. The stress–strain and volume change curves of MSW specimens at different confining pressures are shown in Figure 4.

FIGURE 2
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FIGURE 2. Relationship of MSW volumetric change with time during consolidation.

FIGURE 3
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FIGURE 3. MSW specimens before (A) and after (B) triaxial tests.

FIGURE 4
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FIGURE 4. Triaxial test results of MSW specimens for different confining pressures: (A) deviatoric stress vs. axial strain; (B) volumetric strain vs. axial strain.

As shown in Figure 4, the stress–strain curves of the MSW specimen demonstrate strain-hardening behavior. The deviator stress continues to increase with axial strain without exhibiting any peak or tending to an asymptotic value even up to 30% axial strain. At the same axial strain, the specimen with larger confining pressure has higher deviatoric stress. As shown in Figure 4A, an upward curvature in stress–strain curves is observed since the axial strain is larger than 15%. When the axial strain exceeds 15%, the MSW specimen becomes requite dense, resulting in strong locking and squeezing effect between the fibrous materials and paste (i.e., soil-like components). Due to the fibrous material having higher tensile strength, the fibrous materials begin to play reinforcement at a larger strain level. The fibrous reinforcement can limit the lateral deformation of MSW specimens under loading. The larger the axial strain, the more pronounced the fibrous reinforcement. Hence, an upward curvature in stress–strain curves is observed at the larger axial strain.

As shown in Figure 4B, the volumetric strain of the MSW specimen is also increasing continuously with the axial strain different from common soils, but its increase rate is decreasing gradually. The volumetric strain decreases with the increase of confining stress, similar to some results reported in the existing literature Machado et al. (2002); Vilar and Carvlho. (2004); Zhan et al. (2008); Karimpour-Fard et al. (2011), but it is just contrary to results found from common clay soils. The void ratios of MSW specimens are presented in Table2 before and after the consolidation and completion of compression shear test under different confining stresses. From Table 2 and Figure 4, the larger the confining pressure, the larger the volume change during consolidation, resulting in a smaller volume change during the compression shear test.

TABLE 2
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TABLE 2. Void ratio of MSW specimens, both before and after shear tests.

3.2 Effect of fibrous material on stress–strain–volume behavior

The effect of the fiber content (FC) (i.e., the percentage by dry weight of reinforcing materials) on the mechanical properties of MSW is studied using CD-CTXC tests. As shown in Figure 5, the experimental curves are obtained from the two kinds of solid waste with a fiber content of 17.8 and 0%. The stress–strain responses of MSW specimens with a non-fiber content exhibit an asymptotic value at a large axial strain without exhibiting upward curvatures, similar to a hyperbolic shape. The volumetric strain of MSW with non-fiber content is much smaller at larger strains than that of specimens with a fiber content of 17.8%.

FIGURE 5
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FIGURE 5. Triaxial test results of MSW specimens for different fibrous contents: (A) deviatoric stress vs. axial strain; (B) volumetric strain vs. axial strain.

Ramaiah and Ramana (2017) reported the stress–strain–volume change behavior of MSW specimens with different fibrous content (i.e., including 0, 1.8, 7.8, and 10.2%) using an automatic triaxial testing system. These MSW samples were excavated from Ghazipur and Okhla sanitary landfills located in Delhi, India. The age of MSW varied between 3 and 5.5 years. The measured dry unit weight of MSW is 7.5 kN/m3. All the MSW specimens have the same diameter of 70 mm and height of 140 mm. The specimens with different fiber content were subjected to saturation and then isotropically consolidated at a confining pressure of 50 kPa. The MSW specimens were sheared at a constant strain rate of 0.1%/min. As shown in Figure 6A, the stress–strain curves of MSW change gradually from strain-hardening to strain-softening behavior with decreasing fiber content. The deviatoric stress of MSW specimens with a high fiber content (i.e., FC = 10.2% and FC = 7.8%) increases continuously as the axial strain increases, and the increasing trend keeps even up to the axial strain of 30%. It should be noted that the MSW specimens with low or no fiber contents (i.e., FC = 0% and FC = 1.8%) exhibited failure or a tendency to fail, similar to that of conventional soils. Continuous increase in deviatoric stress for the MSW specimen with a high fiber content can be attributed to the reinforcing effect of the fibrous material, i.e., the tensile strength of fibrous materials contributes to the limit of specimen lateral deformation, similar to the mechanism observed in reinforced soils Shukla et al. (2009); Jamei et al. (2013) and fibrous peats Mesri and Ajlouni. (2007); O’Kelley and Zhang. (2013). As shown in Figure 6A, the specimen with high fiber content exhibits gradually higher shear strength with the axial strain. Thus, the reinforcing effect of the fibrous material appears gradually with the strain, and the fiber content plays a key factor to impact on the stress–strain behavior of MSW only at larger axial strain. The aforementioned analysis shows that the mechanical behavior of MSW is dependent on the performance of fibrous materials and paste. The mechanical properties of paste are similar to those of conventional soils, and the fiber content has an important impact on the stress–strain behavior. Therefore, the MSW can be regarded as a composite of fibrous materials and paste.

FIGURE 6
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FIGURE 6. Test data from Ramaiah and Ramana21 (2017) for different fibrous contents at confining pressure of 50kPa: (A) deviatoric stress vs axial strain; (B) volumetric strain vs axial strain.

In addition, it can be seen from Figure 5B and Figure 6B that the volume change is also affected significantly by fiber content. The volumetric strains of MSW specimens having high fiber content continue to increase with axial strain. However, the volumetric strains of MSW specimens with low or non-fiber contents tend to be an asymptotic value toward large axial strains. It should also be noted that the volume change of MSW is significantly larger than that of conventional soils. Under the confining pressure of 50 kPa, for instance, the volumetric strain of the MSW specimen tested in this paper is 7.8% and that of conventional soils is only about 2%. It is worth emphasizing that MSW specimens with high fiber content have large volumetric strain compared to specimens with low or no fiber content. Under loading stress, the fibrous materials play a good role in the reinforcing effect, which can limit the lateral expansion deformation of MSW specimens. The higher the fiber content, the more pronounced the reinforcing effect, and the smaller lateral deformation for the MSW specimen. According to Eq. 1, hence, the MSW specimen with higher fiber content has produced larger volumetric strain at the same axial strain.

According to the test results of MSW with different fiber contents shown in Figure 3 and Figure 4, the fibrous reinforcement is gradually strengthened as the axial compression deformation and exhibits more pronounced fibrous reinforcement for MSW with high fiber content. Therefore, fibrous reinforcement is very necessary to be considered for developing the constitutive model, including the effect of fiber content, loading stress conditions, and shear deformation.

4 Proposed constitutive model

4.1 Hypothesis and features

As pointed out previously, the mechanical behavior of MSW is controlled by the fibrous materials (plastics and textiles) and paste (any other non-fibrous materials such as organic compounds, rubber, stone, glass, wood, and leachate). Thus, the constitutive model should consider MSW as a composite of two components. Several hypotheses and main features are presented here to develop the MSW constitutive model:

1) The characteristics of elastoplastic deformation of MSW obey the critical state soil mechanics theory as the same to common soils.

2) In the triaxial stress state, the mean effective normal stress p is taken to be the same for both the fibrous material and paste. MSW deviatoric stress q is supported by the fibrous material and paste together, one part qf by fibrous and the other part qp by paste. The fibrous material is assumed to not affect the normal stress in the shear plane, but it will contribute to the MSW shear strength.

3) The variation of the MSW void ratio is only related to paste under loading. In other words, MSW volumetric strains are controlled exclusively by paste compression, which does not take into account the contributions of fibrous materials. MSW shear distortions are closely related to both fibrous material and paste.

Figure 7 presents the elnp plot in the isotropic loading of MSW. If the MSW specimen is normally consolidated initially at point A, the isotropic loading will follow the path from point A to point B. The mean effective pressures at point A and point B are denoted by p/0 and p/x, respectively. Because of the elastoplastic nature, the MSW specimen is unloaded to the mean effective pressure p0 following the path of point B to point C instead of the loading path of point A to point B. When the MSW specimen is reloaded from pressure p/0 and p/x, it will usually follow the same path from point C to point B. Hence, the vertical distance of point D and point C shows the elastic component in the change of volume, and point A and point C shows the plastic component in the change of volume. Both λ and κ, respectively, represent the slope of the loading path and the unloading–reloading path. e0 is the initial void ratio of the MSW specimen. Both Δee and Δep, respectively, represent the elastic component and plastic component in void ratio change.

FIGURE 7
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FIGURE 7. elnprelations of isotropic compression and swelling.

From Figure 7, the total compressive volumetric strain during the loading path of point A and point B is given by.

εv=Δe1+e0=λ1+e0ln(pxp0)(3)

The elastic volumetric strain εe/v and the plastic volumetric strain εp/v can be written as follows.

εve=Δee1+e0=κ1+e0ln(pxp0)(4)
εvp=εvεve=Δep1+e0=λκ1+e0ln(pxp0)(5)

and increment.

dεve=κ1+e0dpp0dεvp=λκ1+e0dpp0(6)

4.2 Constitutive model framework for MSW

From the second assumption, MSW total deviatoric stress q is equal to the sum of the deviator stresses supported by fibrous materials and paste; therefore,

q=qp+qf(7)

where qp represents the deviator stress supported by paste and qf represents the deviatoric stress supported by fibrous materials. The ratio of q and p is denoted by η. The ratio of qf and p is denoted by Rf, where Rf is also known as the fiber-reinforced parameter. Thus, the relationships are as follows.

η=q/p(8)
Rf=qf/p(9)

Under the framework of critical soil mechanics theory, it is assumed that there is no recoverable energy associated with shear distortion (i.e., the elastic shear strain increment dεse = 0). Therefore, at all times.

dεs=dεsp(10)

According to the third assumption mentioned previously, it is assumed that there is a relationship among the MSW plastic shear strain increment dεp/s, paste plastic shear strain increment dεp/sp, and fibrous plastic shear strain increment dεp/sf, which can be expressed as follows.

dεsp=Vpdεspp+Vfdεsfp(11)

where Vp is the ratio between the paste volume and the MSW total volume, Vf is the ratio between the fibrous volume and the MSW total volume, and Vp+Vf=1.0.

Similar to the literature reported by Machado et al. (2002), the relationship between dεp/sf and dεp/sp is expressed in Eq. 12 by means of a mobilization function fm defined in Eq. 13. The function of fm is proposed based on the shear strength mobilization of MSW with different fibrous contents in this paper and the references Ramaiah and Ramana (2017), which considers the fibrous influence on the MSW mechanical behavior is limit at the beginning shearing process.

dεsfp=fmdεspp(12)
fm=2πarctan[(qp)2](13)

Substituting Eq. 12 into Eq. 11, that is.

dεspp=11Vf(1fm)dεsp=Adεsp,(14)
dεsfp=fm1Vf(1fm)dεsp=Afmdεsp(15)

where A=1/[1Vf(1fm)]

Considering the plastic potential function of the modified Cam–Clay model, in combination with Eqs. 9, 14, and 15, a new plastic work dissipation function is developed as follows.

dWP=pdεvp+qdεsp=pdεvp+qpdεspp+qfdεsfp=pdεvp+(qp+qffm)Adεsp=p[(dεvp)2+(Mp+Rffm)2A2(dεsp)2]12(16)

where Mp corresponds to the critical state ratio of the paste. It is assumed that the reinforcement of fibrous materials does not affect the critical state of the paste.

Using the normality condition (dεsp/dεvp=dp/dq), the incremental plastic strain vector is normal to the yielding surface at any point. Eq. 16 can be rewritten as follows.

dpdq+2pq(Mp+Rffm)2A2q2=0(17)

The plastic potential function g( ) can be obtained by solving the ordinary differential Eq. 17. According to the associated flow rule, the yield surface function f ( ) has the same expression as g ( ), which can be expressed as follows.

f=g=q2+[(Mp+Rffm)2A2]p(ppc)=0(18)

where pc corresponds to the preconsolidation stress. Because the volume change of MSW is entirely dependent on paste compression, the hardening law is assumed to be related solely to the plastic volumetric strain (as in the modified Cam–Clay model)

dpc=λκ1+e0dεvppc(19)

According to the normality condition, the evaluation of increments in plastic volumetric and shear stains are, respectively, expressed as follows.

dεvp=Λgp;dεsp=Λgq(20)

where Λ is scalar. Due to f ( ) = g ( ), the scalar Λ can be determined from the consistency condition as follows. Because f(p,q,R,pc)=0 and df=0, that is.

df=fpdp+fqdq+fRfdRfdεspdεsp+fpcdpcdεvpdεvp=0(21)

Using Eqs. 20, 21, scalar Λ is calculated as follows.

Λ=(fpdp+fqdq)(gpcpcdεvpgp+fRfdRdεspgq)(22)

Substituting Eq. 22 into Eq. 20, the plastic volumetric and shear strain increments can be calculated as follows.

[dεvpdεsp]=[fpgpfqgpfpgqfqgq]gpcpcdεvpgp+fRfdRfdεspgq{dpdq}(23)

where

{fp=gp=[(Mp+Rffm)2A2]2pfq=gq=2qfpc=gpc=[(Mp+Rffm)2A2]pfRf=gRf=2A2fm(Mp+Rffm)p(ppc)(24)

5 Determination of model parameters

5.1 Volume content of fibrous materials

Compared with the fibrous volume ratio Vf (i.e., the ratio between fibrous volume and MSW total volume), the fibrous mass ratio mf (i.e., the ratio between fibrous mass and MSW total mass) is easier to measure. The value of Vf can be obtained using

Vf=mfγtγf=mfγs(1+e0)γf11εv(25)

where γt =unit weight of the MSW, γs =dry unit weight of the MSW including paste and fibrous material, γf = mean dry unit weight of fibrous material in MSW, γp = mean dry unit weight of paste in MSW, and γs=γp+γf. Usually, γf =10 kN/m3 Machado et al. (2002); Machado et al. (2017). From Eq. 25, it is noted that Vf will increase with MSW compression.

5.2 Fibrous action parameter Rf

Because it is reinforced with fibrous materials, the MSW has a unique mechanical behavior different from conventional soils. Because the volume change of MSW is entirely dependent on paste compression and the shear strain of MSW related to fibrous material and paste, the evaluations of qf and Rf are related solely to the fibrous plastic shear strain. It is found that the reinforcing effect of fibrous material is gradually strengthened with compression deformation increasing from CTXC test results of MSW. Through comparing with the stress–strain responses of MSW with different fibrous contents, it is demonstrated that the reinforcing effect of fibrous materials non-linearly enhances with the increase of the fiber content. The expression of fibrous deviator stress qf is proposed as follows.

qf=aexp(cVf)Vfq(εsp)b(26)

Using Eqs. 1 and 7, 9 and 10, the fibrous action parameter Rf can be calculated as follows.

Rf=qfp=aexp(cVf)Vfη(εsp)b(27)

The increment of Rf is

dRf=baexp(cVf)Vfη(εsp)b1=bRfdεspεsp(28)

where a and b are the parameters related to the reinforced effect of fibrous materials, and parameter c reflects that the effect of reinforcement is nonlinear with the fiber content.

5.3 Critical state stress ratio of paste Mp

Bray et al. (2009) demonstrated that the shear strength that envelops the line of MSW is nonlinearly increased with normal stress with a concave downward characteristic, which cannot be described by the linear Mohr–Coulomb strength criterion. According to the strength envelope of MSW direct test results, Zekkos et al. (2010) assumed that cohesion c is constant and the internal friction angle φ is linearly decreasing with the logarithm of normal stress. The reinforcing effect of the fibrous material is not apparent in direct shear tests, which results in the stress–strain curves from the direct test having a similar shape to the triaxial compression test results of MSW without fibers. For the MSW without fibrous materials, this study adopts the same strength criterion proposed by Zekkos et al. (2010) as follows.

τp=cp+σntanφ(29)
φp=φcΔφlg(σnpat)(30)

where τp is the shear strength of the paste; σn is the normal stress; cp is the cohesion of paste; φp is the internal friction angle of paste; φc is the friction angle at the normal stress of 1 atm; Pat = atmosphere pressure (,i.e. Pat =101.3kPa); and Δφ is the change in friction angle over 1 log-cycle change of normal stress.

The paste critical state stress ratio Mp can be expressed by the friction angle φ as follows.

Mp=6sinφ3sinφ=6sin[φcΔφlg(σn/pa)]3sin[φcΔφlg(σn/pa)](31)

Figure 8 presents the variation of paste critical stress ratio Mp with Δφ at φc =30°. When the confining pressure is less than Pat, Mp increases linearly with Δφ; and when the confining pressure is larger than Pat, Mp decreases linearly with Δφ.

FIGURE 8
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FIGURE 8. Evolution of the critical state stress ratio of paste with the internal friction angle change parameter of the paste under different confining stresses.

6 Model parameters and calibration

This constitutive model of MSW contains nine parameters, which can be directly measured or obtained by fitting the experimental data. There are five parameters same as those of the modified Cam–Clay model (i.e. e0, λ, κ, μ, and Mp). Both λ and κ can be measured by one-dimensional or triaxial compression and unloading tests. Poisson’s ratio μ can also be measured by compression tests. Mp is related to the friction angle of paste and can be obtained using CTXC or DS tests of MSW with the non-fiber content. Vf can be determined by sorting MSW samples from landfill. a, b, and c represent the parameter related to the reinforcing effect of fibrous materials, which can be determined by fitting test results of MSW with different fiber contents.

6.1 Prediction of the MSW in this paper

To validate the MSW model, experimental data obtained in this study will be modeled first. The model parameters are listed in Table3. Figure 9 presents the modeled and experimental values for CTXC tests performed in this work. It can be seen that the stress–strain curves reproduced are clearly consistent with experimental curves, both quantitatively and in shape. The MSW model can well-describe the nonlinear characteristics of the stress–strain curves with a downward curvature at the small strain level and an upward curvature at the large strain level. Meanwhile, the volumetric strain is also clearly reproduced for continuously increasing with the axial strain. At this point, the MSW model adequately captured an interesting feature that the volumetric strain is larger for the lower confining pressure as opposed to that observed in conventional soils.

TABLE 3
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TABLE 3. Model parameters for this proposed model prediction. Data from the MSW in this paper.

FIGURE 9
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FIGURE 9. Experimental and predicted triaxial compression test results of MSW specimens in this paper: (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

6.2 Delhi MSW Ramaiah and Ramana (2017)

Ramaiah and Ramana (2017) reported the CTXC test data of MSW specimens under confining pressures of 25, 50, 100, 200, and 400 kPa, using an automatic triaxial testing system. The model parameters are shown in Table4. Figure 8 and Figure 9 show the comparison of the model-predicted and experimental data of MSW with a fiber content of 7.8 and 10.2%, respectively. It can be seen that a good reproduction of deviatoric stress is observed in Figure 10A and Figure 11A. The deviatoric stress increases with the axial strain, and the increasing trend accelerates continuously even at large axial strain. From Figure 10B and Figure 11B, it is observed that the volumetric strain continuously increases with the axial strain and a smaller volumetric strain is obtained for a higher confining stress case. These typical characteristics of stress–stain and volumetric strain behavior of MSW are captured by the proposed constitutive model considering the reinforcing effect of fibrous materials.

TABLE 4
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TABLE 4. Model parameters. Data from Ramaiah and Ramana 21 (2017).

FIGURE 10
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FIGURE 10. Experimental and predicted triaxial compression test results of MSW specimens with 7.8% fibrous content from Ramaiah and Ramana (2017): (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

FIGURE 11
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FIGURE 11. Experimental and predicted triaxial compression test results of MSW specimens with 10.2% fibrous content from Ramaiah and Ramana (2017): (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

6.3 Brazilian MSW Asadi et al. (2017)

The consolidated drained triaxial compression tests on Brazilian MSW were conducted by Asadi et al. (2017). The MSW was collected from the Bandeirantes landfill in São Paulo, Brazil, and the age of MSW was 15 years. The unit weight of the MSW was 12 kN/m3. The diameter and height of the MSW specimen were 150 and 300 mm, respectively. The confining pressures of 100, 200, and 400 kPa were adopted in the tests, and the vertical shear velocity was 0.7 mm/min. The experimental results were simulated by the proposed model, and the model parameters are listed in Table 5. As shown in Figure 12, the proposed model can well-predict the variation of stress–stain and volumetric strain behavior with the axial stain of MSW. However, the volumetric strain was overestimated for lower confining stress to a certain extent.

TABLE 5
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TABLE 5. Model parameters. Data from Machado et al.31 (2002).

FIGURE 12
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FIGURE 12. Experimental and predicted triaxial compression test results of MSW specimens with 25% fibrous content from Asadi et al. (2017): (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

6.4 Effect of the fiber content

The triaxial test results of MSW with different fiber contents are reproduced by the proposed model as shown in Figure 13 and Figure 14. For the MSW specimens tested in this work, Figure 13 presents that the calculations of the proposed model are in good agreement with the stress–strain–volume change behavior of MSW. For the MSW specimens measured by Ramaiah and Ramana (2017), as shown in Figure 14, the constitutive model can well-describe the stress–strain responses of MSW with higher fiber content (i.e., FC = 10.2% and FC = 7.8%). However, it has a much larger difference in the model compared with test data of MSW with low or no fiber contents (i.e., FC = 0% and FC = 1.8%). Nevertheless, the proposed constitutive model has captured the characteristics that the stress–strain response of MSW changes from strain-softening to strain-hardening strain behavior with the increasing fiber content gradually. The volume change behavior that MSW specimens with a higher fiber content exhibit larger volumetric strains compared to specimens with low or no fiber content is also reflected by the proposed model.

FIGURE 13
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FIGURE 13. Experimental and predicted triaxial test results of MSW specimens with different fibrous content from this paper: (A) stress–strain curves; (B) volumetric strain vs axial strain curves.

FIGURE 14
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FIGURE 14. Experimental and predicted triaxial test results of MSW specimens with different fibrous content at a confining pressure of 50kPa from Ramaiah and Ramana (2017): (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

7 Model parameter analysis

7.1 Analysis of fibrous action parameters

As shown previously, the key factor in developing the model is considering the reinforcement effect of the fibrous material. Therefore, the model calculations will be affected by the parameters a, b, and c as observed from Eq. 26 since they control the reinforcement effect of the fibrous material in MSW. To highlight the influence of these parameters on the model responses, the parameters presented in Table 3 are adopted in the simulations at a confining pressure of 200kPa.

Since parameter c is approximately constant from Table 3 to Table 5, the influence of parameters a and b on the calculation of the proposed model is analyzed as follows. Figure 15 shows how parameters a and b, which are related to the reinforcement effect of fibrous material, influence the results of the proposed model. As shown in Figure 15A, the differences between deviator stress and volumetric strain are very less as the axial strain is less than 5%. The deviator stress and volumetric strain increase as the axial strain becomes larger than 5%. The larger the value of parameter a, the larger the deviator stress, and the more apparent the upward curvature in the stress–strain curves observed from Figure 15A. As the parameter a=0, the proposed constitutive model will degenerate into the modified Cam–Clay model, and the deviator stress and volumetric strain gradually trend a constant with the axial strain. As the parameter a≠0, the volumetric strain increases continuously with the axial strain, and a larger value of parameter a corresponded to a larger volumetric deformation. When the axial strain is 20%, the deviator stress increases by 1.5, 2.5, 3.5, and 4.5 times from 282kPa, and the volumetric strain increases from 10% to 11.5, 12.5, 13.5, and 14.5, as a=0 change to 4.8, 6.2, 7.6, and 9.4, respectively.

FIGURE 15
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FIGURE 15. Influence of parameter a on the stress–strain behavior of MSW: (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

As can be observed from Figure 16, the deviator stress and volumetric strain increase with the values of b decreasing as the axial strain is larger than 5%. The smaller values of b correspond to the more apparent upward curvature in the stress–strain curves and the larger volumetric strain. When the b value is reduced to a certain extent (i.e., smaller than 0.02), the b value has relatively little importance on model predictions.

FIGURE 16
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FIGURE 16. Influence of parameter b on the stress–strain behavior of MSW: (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

7.2 Analysis of paste action parameter

The fibrous materials and paste regulate the MSW’s mechanical behavior, as the aforementioned information demonstrates. Therefore, the model predictions are also affected by parameter Δφ since it reflects the critical stress state of the paste. Using the parameters listed in Table 3, Figure 17 and Figure 18 show how parameter Δφ influences the model responses as the confining pressure becomes higher and less than 1 atmospheric pressure. As the σ3>Pat (i.e., σ3 =200kPa), from Figure 17, the deviatoric stress and volumetric strain are increased with the increase of Δφ under the confining pressure of 200kPa, and the more clearly upward curvature is observed in stress–strain response for the larger Δφ. It can be explained that the increase of parameter Δφ will result in the increasing paste critical stress ratio Mp, as shown in Figure 9. As the σ3<Pat (i.e. σ3 =50kPa), the variation of deviatoric stress and volume with Δφ in Figure 17 is opposed to that in Figure 18.

FIGURE 17
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FIGURE 17. Influence of Δφ on the stress–strain behavior of MSW under confining stress of 50kPa; (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

FIGURE 18
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FIGURE 18. Influence of Δφ on the stress–strain behavior of MSW under a confining stress of 200kPa: (A) stress–strain curves; (B) volumetric strain vs. axial strain curves.

8 Conclusion

The stress–strain–volume change behavior of MSW reconstituted specimens was evaluated using CTXC tests. The MSW specimen without fibrous materials exhibits distinct failure or tendency to fail toward large axial strain, similar to conventional soils. Fiber content increase in MSW contributes to the reinforcement action causing the strain-hardening behavior, large shear strength, and large volumetric deformation. Fibrous reinforcement is the key factor to impact the mechanical behavior of MSW. MSW is regarded as a composite made up of fibrous materials (mainly plastics and textiles) and paste (the other non-fibrous components of MSW), whose mechanical behavior is controlled by the two kinds of materials.

This study proposes the concept and evaluation equation of the fibrous reinforcement action parameter Rf. The parameter Rf is introduced into a newly developed plastic potential function to deduce the constitutive model of MSW using the associated flow rules. Although the application of the proposed model needs to determine a considerable number of parameters, all of these parameters have physical meanings and can be determined by triaxial tests or one-dimensional compression tests. The proposed model can capture the main feature of stress–strain–volume change behavior and reproduce the laboratory experimental data. The model accurately reproduces the upward curvature in stress–strain responses and the continuing increase in volumetric strain with the axial strain, as well as volumetric strain is larger for the low confining pressure. It is also worth noting that the proposed model well-reflects the effect of the fiber content on the mechanical behavior of MSW, as the shear strength and volume change of MSW increase with the fiber content. Through comparison to experimental data, the proposed model can effectively simulate the mechanical and deformation properties of MSW.

Data availability statement

The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.

Author contributions

XL: conceptualization, methodology, and writing—original draft preparation; BP: data curation and investigation; and BP and JL: supervision.

Acknowledgments

The authors appreciate the financial support provided by Youth Fund Project of National Natural Science Foundation of China (No.41807276).

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

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Glossary

σ/3(kPa) Confining effective stress

σ/1(kPa) Axial effective stress

εa(%) Axial strain

εv(%) Volumetric strain

εe/v(%) Elastic volumetric strain

εp/v(%) Plastic volumetric strain

εp/s(%) Plastic shear strain

εp/sp(%) Plastic shear strain of the paste

εp/sf(%) Plastic shear strain of the fibers

p(kPa) Mean normal effective stress

pc(kPa) Preconsolidation effective stress

q(kPa) Deviator stress

qp(kPa) Paste deviator stress

qf(kPa) Fiber deviator stress

τp(kPa) Shear strength of the paste

σn(kPa) Normal stress

cp(kPa) Paste cohesion

φp(kPa) Paste internal friction angle

Mp(kPa) Critical state stress ratio of the paste

η(-) Stress ratio

Rf(-) Fiber-reinforced parameter

Vp(-) Ratio between the paste volume and the MSW total volume

Vf(-) Ratio between the fiber volume and the MSW total volume

mf(-) Ratio between fiber mass and MSW total mass

γs(kN/m3) Dry unit weight of MSW

γf(kN/m3) Mean dry unit weight of fiber components in MSW

γp(kN/m3) Mean dry unit weight of paste components in MSW

fm(-) Mobilization function of the fibers

g()(-) Plastic potential function of MSW

f()(-) Yield surface function of MSW

e(-) Void ratio of MSW

e0(-) Initial void ratio of MSW

λ(-) MSW compression index

κ(-) MSW swelling index

μ(-) Poisson’s ratio of MSW

a, b, c(-) Fiber-reinforced effect parameters

Keywords: municipal solid waste (MSW), triaxial compression tests, fibrous reinforcement, stress–strain behavior, constitutive model

Citation: Li X, Peng B and Li J (2023) Constitutive model for stress–Strain responses of municipal solid waste considering fibrous reinforcement. Front. Earth Sci. 10:1059234. doi: 10.3389/feart.2022.1059234

Received: 01 October 2022; Accepted: 31 October 2022;
Published: 17 January 2023.

Edited by:

Maxim Lebedev, Curtin University, Australia

Reviewed by:

Danqing Song, Tsinghua University, China
Li Wang, China Three Gorges University, China

Copyright © 2023 Li, Peng and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Bo Peng, 1543305760@qq.com 

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.