Transportation Geotechnics 17 (2018) 48–55 Contents lists available at ScienceDirect Transportation Geotechnics journal homepage: www.elsevier.com/locate/trgeo Long term cyclic behavior of unsaturated granular soils a c,⁎ b a Jingyu Chen , Eduardo E. Alonso , Chuan Gu , Zhigang Cao , Yuanqiang Cai a b c T a Key Laboratory of Soft Soils and Geoenvironmental Engineering, Ministry of Education, Zhejiang University, Hangzhou 310027, PR China Department of Geotechnical Engineering and Geosciences, Building D2, Technical University of Catalunya, 08034 Barcelona, Spain College of Civil Engineering and Architecture, Wenzhou University, Wenzhou 325035, PR China A R T I C LE I N FO A B S T R A C T Keywords: Unsaturated granular soils Large-scale triaxial tests Matric suction Axial strain accumulation model The road base and subbase materials are normally situated in unsaturated conditions, and are subject to traffic loadings over a long period of time. To study the influences of matric suction on the long-term deformation of road base and subbase materials, the large-scale cyclic tri-axial apparatus, equipped with unsaturated system, was adopted to conduct tests on these unsaturated coarse granular materials. Four matric suction and three cyclic stress amplitudes were applied on the specimens through the apparatus. The axis-translation technique was used to control the matric suction in the specimen. The test results indicate that with the increase of matric suction, the axial accumulated strain decreases at the declining rate, and larger cyclic stress amplitude will strengthen the influence of matric suction. An improved cyclic model containing a new exponential function to describe the influence of matric suction was then proposed. By comparing the experimental results and the calculated results, the improved model was validated to be effective to predict the long-term deformation of unsaturated granular soils. Introduction Road base and subbase layers are normally constructed by coarse granular soils, and regarded as the key structural elements for supporting upper loads and transferring the traffic loadings to the subgrade layers. With the increase of loading cycles and the variation of environment, the road base and subbase layers gradually deteriorate, which threatens the transportation safety and causes great economic loss. Therefore, the long-term characteristics of road base and subbase materials have attracted more and more attention of many researchers (e.g. [9,16,17,25,10,7,8]. Generally, road base and subbase layers are situated above the water table, and thus the base and subbase materials are usually in the unsaturated state. The moisture content is easily affected by environmental factors such as rainfall, freezing and thawing, and it varies with seasons. Since the base and subbase materials are compacted to be close to the maximum dry density, small changes in moisture content can lead to considerable changes in the degree of saturation, which affects the serviceability and life of pavements [16,17]. Therefore, the moisture content is an important consideration in the actual road design. Due to sample size effects, large-scale cyclic tri-axial test systems have been developed to study the long-term mechanical characteristics of coarse granular materials considering the effects of moisture content (e.g. [9,28,5,25,8,7]). Most researchers [9,28,5] concluded that the ⁎ Corresponding author. E-mail address: [email protected] (C. Gu). https://doi.org/10.1016/j.trgeo.2018.06.001 Received 28 March 2018; Received in revised form 16 May 2018; Accepted 5 June 2018 Available online 07 June 2018 2214-3912/ © 2018 Elsevier Ltd. All rights reserved. increase of moisture content increased the permanent deformation and reduced the resilient modulus, while Rahman et al. [25] indicated that when moisture content was less than optimum moisture content, resilient modulus increased with the increase of moisture content, and when the moisture content was larger than optimum moisture content, resilient modulus presented the opposite trend. These above researches have revealed the effects of moisture content on the long-term behavior of the coarse granular materials to some extent. However, due to the limitation of their test devices, the matric suction in the samples could not be controlled and measured during the tests. It is hard to make deep analysis of the test results under the framework of unsaturated soil mechanics. Heath et al. [14] pointed out that matric suction existed in unsaturated base and subbase materials indeed, and it had significant impacts on strength and stiffness of these materials. Some researchers have improved the original large-scale test apparatus with unsaturated control module, which realized the control of the matric suction by axis-translation method [12,11,17]. These researches further confirmed that higher matric suction (lower moisture content) led to lower accumulated deformation and larger resilient modulus, and the influence degree depended on the stress state. Although these above researches have explained the influence of matric suction on the long-term behavior of the unsaturated base and road base materials based on the unsaturated soil mechanics, they mainly focused on the improvement of Transportation Geotechnics 17 (2018) 48–55 J. Chen et al. apparatus, and less test results were presented. More detailed test programs were needed to study the on the long-term behavior of the unsaturated base and road base materials. Based on the test results, some empirical models have been developed to predict the long-term deformation of the pavements. The most commonly formulas usually gave the permanent strain accumulation as an exponential function of the number of cycles (e.g. [32,15,9]. To consider the influence of stress paths, some empirical models in more complicated forms have been proposed (e.g. [13,30,29]. Azam et al. [5] concluded that permanent strain presented a better correlation with suction than that with moisture content, and established a model considering the influence of matric suction. However, the models above are empirical, and cannot be applied to complicated conditions. Some theoretical models were established for unsaturated soil under cyclic loadings. For example, Yang et al. [33,34] proposed an elastoplastic model for unsaturated soils under cyclic loadings from microscopic and macroscopic views, respectively. In their model, the Barcelona basic model (BBM), proposed by Alonso et al. [1,2] was adopted to consider the effects of suction, and then integrated into a bounding surface plasticity framework to predict model strain accumulation under cyclic loadings. Pedroso et al. [24] extended the BBM by using two-yield surfaces and adding a smooth transition between the elastic and elastoplastic states, which realized the prediction of cyclic mechanical and hydraulic behavior at the same time. Bian et al. [6] developed the cyclic elastoplastic constitutive model (MODSOL) within the framework of the theory of Biot and the formulation of Coussy, which could reflect the influence of soil saturation on the response of a sandy soil under both monotonic and cyclic undrained loading paths. Although these models were equipped with theory basis, they were proved to cause higher computation effort due to a large number of iterative steps and are only suitable for small number of cycles. To avoid a step-by-step calculation of the entire loading history, Suiker et al. [27] proposed a long term constitutive model for ballast materials based on the shakedown theory. The model described the envelope of permanent deformation generated during the cyclic loading process, considering two separate mechanisms, namely frictional sliding and volumetric compaction. However, the model made no explicit distinction between the static and cyclic stress contributions, where the cyclic loading amplitude should be relatively large with respect to the static part [18]. Niemunis et al. [23] and Wichtmann et al. [31] formulated an accumulation model for granular materials, named as the Bochum accumulation model, where the influences of the strain amplitude, the number of cycles, the average mean pressure, the average stress ratio, the void ratio, and the change of the polarization of the strain loop were expressed as multiplication forms. However, the accumulation of deformation was non-vanishing and no shakedown behavior was encountered [18]. Base on the models of Suiker et al. [27,23], Karg et al. [18] proposed another elasto-plastic long-term model considering the dependency of the deformation on the stress state, the void ratio, and the dynamic loading amplitude under small cyclic loading amplitudes. In this model, it was assumed that the dynamic part of the stresses was small with respect to the static part, and only the accumulation of the average plastic deformation was considered. However, matric suction, as an important influence factor, was not considered in the model. In the present study, the large-scale unsaturated triaxial tests were conducted on crushed tuff aggregate mixtures considering the influence of matrix suction under different cyclic stress amplitudes. The axistranslation technique was adopted to control the suction in the specimens. The axial accumulated strain were emphatically analyzed. Based on Karg et al. [18], an improved model considering the influence of matrix suction was proposed. The model parameters were obtained based on the experimental results. Fig. 1. The overall system of LDCTTS. Test samples and programs Test apparatus The large-scale cyclic tri-axial test system (LDCTTS), developed by the British company GDS, has been successfully used to study the longterm behavior of saturated coarse granular materials [7,8]. To conduct tests on unsaturated coarse granular mixtures, the LDCTTS is upgraded with the following devices: a dual-channel pneumatic control system to simultaneously control the internal gas pressure within the sample and confining pressure; a ceramic plate with low air-entry value of 100 kPa to control the matric suction; a large-scale double cell to calculate the volume change during the tests; a matric suction probe with a high airentry value of 500 kPa to measure the matric suction inside the sample directly. All the upgraded equipment is controlled by the unsaturated control module embedded in the original control system. It should be emphasized that the axial strain is measured by the axial displacement transducers installed on the top cap. The overall upgraded apparatus is shown in Fig. 1. Test Materials The test materials are crushed tuff aggregates, which are taken from a quarry near Wenzhou City in China. Tuffs are typical soft rock, which are widely distributed in the southeast coast of China. Due to its easy exploitation and good geotechnical characteristics, the crushed tuff materials are usually used as the major source of road base and subbase materials in this area. Through the cleaning, drying and sieving process, the gradation curve of these materials is shown in Fig. 2, which is classified as GW groups according to the unified soil classification system [4]. The detailed material parameters of crushed tuff aggregates are as followed: the specific gravity Gsb = 2.72, the maximum particle diameter dmax = 30 mm,the average particle diameter d50 = 6.3 mm, the coefficient of uniformity Cu = 6.1 and the coefficient of curvature Cc = 2.2. To stimulate the characteristics of the fouled base and subbase materials invaded by fines from the soft soil sublayers, crushed tuff aggregates are incorporated with Kaolin at the mass ratio of 3%. The detailed material parameters of Kaolin are as followed: the specific gravity Gsk = 2.61, the plastic wp = 23.5%, and the liquid limit wl = 42.6%. For the mixtures, shaking table test was conducted to obtain the maximum and minimum void ratios. Preliminary modified Proctor compaction test was conducted to determine the maximum dry density and optimum moisture content. The compaction energy works out to be 2693.3 kJ/m3. The compaction curve is shown in Fig. 3. The index properties are given in Table 1. 49 Transportation Geotechnics 17 (2018) 48–55 J. Chen et al. preparation procedure was adopted. Firstly, the crushed tuff aggregates and the corresponding mass of Kaolin were mixed under the optimum moisture content. Then the mixed materials were sealed with plastic wrap and stored in an airtight container for at least 48 h for moisture homogenization. The specimens were prepared in a spilt mold by moist tamping method under the optimum water content. The specimens were tamped layer-by-layer (six layers), and the height and weight of each layer were controlled to be the same. During the tamping procedure, the drop height of miniature hammer was set the same to ensure the same compaction energy, and each layer’s surface was scratched to ensure better interlocking with the next layer. The relative density ID is approximately 70% for all the specimens, and the corresponding compaction degree is approximately 95.4%, which satisfies the requirements of Chinese road specifications [20]. After the specimen tamping, rubber membrane was placed to enclose the specimen. Prior to transferring the specimen to the base plate of the large-scale tri-axial apparatus, the ceramic base plate was required to be fully saturated. The saturation of ceramic base plate was realized by the following steps. Firstly, all pore-water pressure lines of the base plate were flushed with de-ionized and de-aired water. Then, three stages of increasing water pressures (25 kPa, 50 kPa, 75 kPa) were applied on ceramic base plate in the sealed pressure chamber. Each stage of water pressure was kept for 2 h to dissolve the bubbles in the ceramic base plate, and then the valve of the base plate was opened for drainage before applying the next stage of water pressure. Finally, when the reading of confining pressure transducer was the same as that of back pressure system connecting to the base plate, the ceramic base plate was considered to be saturated fully [21,11,17]. Fig.2. Gradation curves of the tested materials. Matric suction initialization The initialization of matric suction enables the control of an initial stress state. For the saturated samples (s = 0 kPa), those samples were saturated with reference to the methods by Cai et al. [7] and Cao et al. [8]. For the unsaturated samples (s = 30 kPa; 60 kPa; 90 kPa), the initialization of matric suction was achieved by axis-translation method, which has been used successfully in unsaturated tests [21,11,17]. For all the tests, the matric suction was applied in drying path. The detailed process was as follows: (a) Firstly, the specimen needed to be basically saturated to eliminate the influence of matric suction path. After applying a initial confining pressure σ3 = 20 kPa on the specimen, de-aired water was injected into the specimen from the valve at the bottom, and the air inside the specimen was excluded from the valve at the top. The basic saturation of the specimen could be estimated when the drainage of water was stable without air bubbles. (b) Subsequently, the specimen was isotropically consolidated under the net confining pressure σnet = 40 kPa by applying a confining pressure σ3 = 240 kPa, pore air pressure ua = 200 kPa, and pore water pressure uw = 200 kPa. Here, σnet = σ3 − ua. Since matric suction s = ua − uw, matric suction was kept constant 0 kPa during the consolidation process. (c) After isotropic consolidation, pore water pressure was decreased to the prescribed value based on formula s = ua − uw. The decrease of pore water pressure led to the drainage of water from the specimen, which was collected and recorded by the back pressure system connected to the ceramic base plate. When the water volume change rate was less than 200 mm3/h, specimens were regarded to attain the equilibrium condition [11]. Normally, the equilibrium durations were more than 5 days. Fig. 3. Compaction curve. Table 1 Index properties of mixtures. Index properties value Initial void ratio, e0 Maximum void ratio, emax Minimum void ratio, emin Maximum dry density, ρd,max (g/cm3) Optimum water content, ωop(%) Grain shape 0.323 0.518 0.271 2.02 5.2 Subangular Sample preparation The cylindrical sample with a diameter (D) of 150 mm and a height (H) of 300 mm was adopted in this study. The aspect ratio of H/D was 2. The maximum particle diameter dmax was 30 mm. Considering that larger particle diameter relative to specimen diameter leads to inaccuracy and poor productivity of tests due to size effects of the specimens, the ratio between specimen diameter and maximum particle diameter was controlled to be 5, which satisfied the requirements of test standards ASTM D3999-91 [31,9,7,8]. To guarantee the consistency of the specimens, a standard routine Test programs To reflect the stress state of actual road base and subbase materials, all the tests were isotropically consolidated under a low confining 50 Transportation Geotechnics 17 (2018) 48–55 J. Chen et al. cyclic loadings were applied in a load-controlled fashion with compression wave form. The loading cycles N was set to 50,000, and the loading frequency was 1 Hz. During the cyclic loading process, data storage occurred for every 10th cycle, and in every storage cycle, the data were recorded at 50 points. Test results and model Accumulated axial strain Accumulated axial strain is an important factor to evaluate the longterm performance of base and subbase materials under traffic loading. Fig. 4(a)–(c) show the accumulated axial strain, εacc 1 as the function of the number of cycles N, subjecting to three cyclic stress amplitudes (qampl = 60 kPa, 100 kPa and 150 kPa) under four matric suctions (s = 0 kPa, 30 kPa, 60 kPa and 90 kPa), respectively. In general, the axial strain develops rapidly at compaction stage, and then accumulates at decreasing rate with the number of loading cycles for all the tests. It can be found that with the increase of matric suction, the accumulated axial strain will decrease under all cyclic stress amplitudes. Compared to the saturated specimen, unsaturated specimens will present obviously smaller deformation. This is due to that when specimens are in unsaturated condition, an air-water interface occurs inside the specimens, inducing a normal inter-particle contact force. When the matric suction increases, the radius of the air-water interface decreases, leading to the increase of the inter-particle contact force [19,22]. Fig. 5 gives the relationship between the accumulated axial strain, εacc 1 at N = 50,000 and matric suction, s under three cyclic stress amplitudes (qampl = 60 kPa, 100 kPa and 150 kPa). It can be found that with the increase of matric suction, the accumulated axial strain reduces at decreasing rate. The ratios of εacc 1 at s = 90 kPa to that at s = 0 kPa are roughly 29.29% 45.38% and 56.50% for the tests of qampl = 60 kPa, 100 kPa and 150 kPa respectively. It illustrates that the stress amplitude can enlarge the influences of the matric suction on the accumulated axial strain obviously. Model improvement The model considering the influence of matric suction is necessary to predict the deformation of unsaturated road base and subbase materials subjecting to traffic loadings. In the shakedown range, the axial strain increases rapidly at the beginning of loading cycles, and then the development rate decreases to be a relative small value or even zero with the increase of loading cycles [30]. Based on this, Karg et al. [18] Fig. 4. Axial strain accumulation versus the number of cycles. pressure σnet = 40 kPa. Three cyclic stress amplitudes (qampl = 60 kPa, 100 kPa and 150 kPa) and four different matric suctions (s = 0 kPa, 30 kPa, 60 kPa and 90 kPa) were applied on each specimen. The selection of matric suction is based on the field conditions [11]. During the test process, the matric suction in the specimen was always kept constant by controlling the inside air pressure and water pressure. The Fig. 5. The accumulated axial strain at N = 50,000 versus matric suction. 51 Transportation Geotechnics 17 (2018) 48–55 J. Chen et al. put forward a phenomenological law to describe the shape of the deformation curve, which is characterized by the sum of an initial logarithmic growth of the accumulated axial strain as the function of the cycle numbers at the beginning of tests and a linear growth after a certain number of load cycles. Hence, the accumulated axial strain ε1acc is expressed as: ε1acc = c1 ln(1 + c2 N ) + c3 N (1) where c1, c2 and c3 are constants. To differentiate both sides of Eq. (1), the accumulated axial strain rate can be found as: dε1acc c1 c2 = + c3 dN 1 + c2 N (2) Compared to the deformation at the beginning of tests (c1ln(1 + c2) in Eq. (1), the later deformation (c3N in Eq. (1) is relatively small. To get the equation reflecting the relationship between the rate of accumulated axial strain during one loading cycle and the accumulated axial strain, where the cycle numbers N is removed, it is assumed that only the first term on the right hand side of Eq. (1) is important, and neglect the term c3N, considering that c3N is much smaller compared to c1ln (1 + c2). Therefore, the Eq. (1) can be further expressed as [18]: ε1acc ≈ c1 ln(1 + c2 N ) Fig. 6. The schematic diagram of the variables. (3) fs = a exp(−s / sref ) + b Combine Eqs. (2) and (3), the rate of accumulated axial strain as the function of the accumulated axial strain can be presented as: ε acc dε1acc = c1 c2 exp ⎛− 1 ⎞ + c3 dN ⎝ c1 ⎠ ⎜ where s0 is reference matric suction, a and b are constant parameters. Similarly, the accumulated axial strain rate can be also expressed as: ampl dε1acc (N , η0 , p0 , ε0 dε1acc (N , η , pav , ε ampl, s ) = fη fp fampl fs dN dN ⎟ (4) For simplification , the Eq. (4) is rewritten as: dε1acc = αf exp(−θf ε1acc ) + βf dN (11) αf exp(−θf ε1acc (N , η , pav , ε ampl, s ) + βf = (5) fη fp fampl fs αf0 exp(−θf0 ε1acc (N , η0 , p0 , ε0ampl, s0)) + fη fp fampl fs βf0 1 where αf0 , θf0 and 0 αf = αf (η0 , p0av , ε0ampl, s0) , θf (η0 , p0av , ε0ampl, s0) . (8) fη = exp(Cη η) (9) parameters, and θf0 = (13) Comparing left and right sides of Eq. (13), it can be concluded that: αf = αf0 fη fp fampl fs θf = (14) θf0 fη fp fampl fs βf = βf0 fη fp fampl fs (15) (16) Integrate both sides of Eq. (13) with N, the expression of the accumulated axial strain ε1acc can be obtained that: Campl av fp = exp[−Cp (pav / pref −1)] reference αf exp(−θf ε1acc (N , η , pav , ε ampl, s ) + βf = where p the average mean stress, η is the ratio of the average deviatoric stress (qav) to the average mean stress pav, η = qav/ pav, and ε ampl is the strain amplitude during one loading cycle. The detailed explanation of these variables is shown in Fig. 6. η0 , p0av , q0ampl and s0 are reference variables, and the functions fη , fp and fampl describe the influences of the average stress ratio η, the average mean pressure pav, and cyclic strain amplitude ε ampl on accumulated axial strain ε1acc , respectively. In this paper, only the axial strain is considered. Thus, ε ampl only represents the axial strain amplitude. The functions of fη , fp and fampl are expressed as follows[23,31,18]: (7) are θf0 = θf (η0 , p0av , ε0ampl, s0) , (12) fη fp fampl fs αf0 exp(−θf0 ε1acc (N , η , pav , ε ampl, s )/ fη fp fampl fs ) + fη fp fampl fs βf0 (6) ⎛ ⎞ fampl = ⎜ ampl ⎟ ε ⎝ ref ⎠ βf0 Substituting Eq. (6) into Eq. (12), it yields that: av ε ampl , s0 ) Substituting Eq. (5) into Eq. (11), it can be obtained that: where αf = c1 c2 and θf = c , describing the initial exponential decrease 1 of the accumulated axial strain rate, and βf = c3 , describing the stable accumulated axial strain rate after a large number of cycles. Based on Sawicki et al. [26], Niemunis et al. [23] and Wichtmann et al. [31], it is assumed that the shape of the deformation curve is invariant with respect to different parameters. Therefore, the accumulated axial strains in cyclic triaxial tests can be expressed as follows: ε1acc (N , η , pav , ε ampl, s ) = fη fp fampl fs ε1acc (N , η0 , p0av , ε0ampl, s0) (10) ε1acc = 1 ⎛ ⎛ αf ⎞ αf ⎞ ln exp(θf βf N ) ⎜ + exp(θf ε1acc (N , η0 , p0 , ε0ampl, s0))⎟ θf ⎜ βf βf ⎟ ⎝ ⎠ ⎠ ⎝ (17) Model calibration ampl av is the reference stress amplitude, pref is the reference where εref average mean pressure. Campl , Cp , Cη are model parameters. As shown in Fig. 5, an exponential relationship exists between the accumulated axial strain ε1acc and the matric suction s. Based on this, a new function fs considering the influence of matric suction s on the accumulated axial strain ε1acc is proposed, and the exponential function fs can be described as: To obtain the expression of function fs , it is necessary to eliminate the influences of the average stress ratio η, the average mean pressure pav and cyclic strain amplitude .. Fig. 7 presents the accumulated axial strain ε1acc , normalized by functions fη , fp and fampl , ε1acc/(fη fp fampl ) versus ampl is 0.1, and the number of cycles, N. The reference stress amplitude εref 52 Transportation Geotechnics 17 (2018) 48–55 J. Chen et al. Fig. 7. Axial strain accumulation (divided by the stress ratio function, mean pressure function and strain amplitude function) versus the number of cycles. av the reference average mean pressure pref is 60 kPa. The model parameters Campl = 1.05, Cp = - 1.08 and Cη = 1.85, which are obtained by fitting methods from some basic cyclic triaxial tests on the same test material, subjected to different qampl, η and p values [8]. To simplify the expression, the fitting processes are not given here. Due to different test materials, the parameter values are a little different from the values given by Wichtmann et al. [31]. It can be seen that the curves under the same s subjecting to different qampl coincide well with each other, indicating that the function fη , fp and fampl are effective in this study. The differences between Fig. 7(a)–(d) indicate the influence of fs obviously. To eliminate the influence of fs , the accumulated axial strain ε1acc normalized by functions fη , fp , fampl and fs , expressed as ε1acc/(fη fp fampl fs ) , versus the number of cycles N for all the tests are shown in Fig. 8. By the fitting method, the reference matric suctionsref = 38.4 kPa, and the model parameters, a = 0.65, b = 0.81 in fs are obtained. It can be found that all the curves coincide well with each other, indicating that the function fs can represent the influence of matric suction s on the accumulated axial strain ε1acc . Based on Eq. (6), the reference accumulated axial strain ε1acc (N , η0 , p0 , ε0ampl, s0) can be expressed as: ε1acc (N , η0 , p0av , ε0ampl, s0) = ε1acc (N , η , pav , ε ampl, s )/ fη fp fampl fs Fig. 8. Axial strain accumulation (divided by the stress ratio function, mean pressure function strain amplitude function and matric suction function) versus the number of cycles. (18) Therefore, the fitting curve in Fig. 8 can represent the curve of Thus, the reference parameters ε1acc (N , η0 , p0 , ε0ampl, s0) . 53 Transportation Geotechnics 17 (2018) 48–55 J. Chen et al. results and calculated results are shown in Fig. 9. It can be seen that two results agree well with each other, which indicates that the unsaturated cyclic model can effectively predict the accumulated axial strain considering the influence of matric suction. Conclusion This paper mainly focuses on the influence of matric suction on the vertical deformation of road base and subbase materials. Large-scale triaxial tests were firstly conducted under four matric suction subjecting to three cyclic stress amplitudes. The control of matric suction is the key problem during the tests, and the initialization of matric suction needs a significant amount of time to ensure the water-air equilibrium. Based on the cyclic model proposed by Karg et al. [18], a new function considering the influence of matric suction on the axial accumulated strain was then established. The function is in a exponential form, which conforms to the experimental phenomenon. Finally, the model parameters are calibrated, and the calculated results are compared with the experimental results. The mainly conclusion are as follows: (a) qampl = 60 kPa 1. With the increase of matric suction, the axial accumulated strain decreases at declining rate, and the influence of matric suction on vertical deformation of road base and subbase materials cannot be neglected. 2. The influence degree of matric suction depends on the stress state of the materials. Larger cyclic stress amplitude will strengthen the influence of matric suction. 3. An improved cyclic model containing a new exponential function to describe the influence of matric suction is proposed, and proved to be effective by comparing the experimental results and the calculated results. Acknowledgements The authors wish to acknowledge the support of the National Key Research and Development Plan of China (Grant No. 2016YFC0800200), the National Natural Science Foundation of China (Grant Nos. 51238009, 11372274, 51578500, 51578426), Program of International Science and Technology cooperation (Grant No. 2015DFA71550), the Natural Science Foundation of Zhejiang Province (Grant No. LY15E080009) and the Fundamental Research Funds for the Central Universities (Grant No. 2015QNA4024). (b) qampl = 100 kPa Appendix A. Supplementary data Supplementary data associated with this article can be found, in the online version, at https://doi.org/10.1016/j.trgeo.2018.06.001. References [1] Alonso EE, Gens A, Josa A. A constitutive model for partially saturated soils. Géotechnique 1990;40(3):405–30. [2] Alonso EE, Vaunat J, Gens A. Modelling the mechanical behaviour of expansive clays. Eng Geol 1999;54(1–2):173–83. [4] ASTM. Standard practice for classification of soils for engineering purposes (Unified Soil Classification System). D2487-06, West Conshohocken, PA; 2006. [5] Azam AM, Cameron DA, Rahman MM. Permanent strain of unsaturated unbound granular materials from construction and demolition waste. J Mater Civ Eng 2014;27(3):04014125. [6] Bian H, Shahrour I. Numerical model for unsaturated sandy soils under cyclic loading: application to liquefaction. Soil Dyn Earthquake Eng 2009;29(2):237–44. [7] Cai Y, Chen J, Cao Z, et al. Influence of grain gradation on permanent strain of unbound granular materials under low confining pressure and high-cycle loading. Int J Geomech 2017;18(3):04017156. [8] Cao Z, Chen J, Cai Y, et al. Effects of moisture content on the cyclic behavior of crushed tuff aggregates by large-scale tri-axial test. Soil Dyn Earthquake Eng 2017;95:1–8. [9] Cerni G, Cardone F, Virgili A. Characterisation of permanent deformation behaviour of unbound granular materials under repeated triaxial loading. Constr Build Mater 2012;28(1):79–87. (a) qampl = 150 kPa Fig. 9. Comparison between experimental results and calculated results. αf0 = 5.629 × 10−3, θf0 = 100.7 and βf0 = −7.863 × 10−8 are obtained for the test materials in this study. Substituting Eqs. (14), (15) and (16) into Eq. (17), the accumulated axial strain ε1acc considering different stress state can be calculated. The comparisons between experimental 54 Transportation Geotechnics 17 (2018) 48–55 J. Chen et al. [22] Ng CWW, Yung SY. Determination of the anisotropic shear stiffness of an unsaturated decomposed soil. Géotechnique 2008;58(1):23–35. [23] Niemunis A, Wichtmann T, Triantafyllidis T. A high-cycle accumulation model for sand. Comput Geotech 2005;32(4):245–63. [24] Pedroso DM, Farias MM. Extended Barcelona basic model for unsaturated soils under cyclic loadings. Comput Geotech 2011;38(5):731–40. [25] Rahman MS, Erlingsson S. Moisture influence on the resilient deformation behaviour of unbound granular materials. Int J Pavement Eng 2016;17(9):763–75. [26] Sawicki A, Swidzinski W. Mechanics of a sandy subsoil subjected to cyclic loadings. Int J Numer Anal Meth Geomech 1989;12:511–29. [27] Suiker ASJ, de Borst R. A numerical model for the cyclic deterioration of railway tracks. Int J Numer Methods Eng 2003;57(4):441–70. [28] Trinh VN, Tang AM, Cui YJ, Dupla JC, Canou J, Calon N, et al. Mechanical characterisation of the fouled ballast in ancient railway track substructure by large-scale triaxial tests. Soils Found 2012;52(3):511–23. [29] Uzan J. Permanent deformation in flexible pavements. J Transp Eng 2004;130(1):6–13. [30] Werkmeister S, Dawson AR, Wellner F. Pavement design model for unbound granular materials. Road Mater Pavement Des 2005;6(1):31–51. [31] Wichtmann T, Rondón HA, Niemunis A. Prediction of permanent deformations in pavements using a high-cycle accumulation model. J Geotech Geoenviron Eng 2009;136(5):728–40. [32] Wolff H, Visser AT. Incorporating elasto-plasticity in granular layer pavement design. Proc Inst Civil Eng - Transp 1994;105(4):259–72. [33] Yang C, Cui YJ, Pereira JM, et al. A constitutive model for unsaturated cemented soils under cyclic loading. Comput Geotech 2008;35(6):853–9. [34] Yang C, Huang MS, Cui YJ. Constitutive model of unsaturated structured soils under cyclic loading Unsaturated Soils London: Taylor and Francis Group; 2011. [10] Chen X, Zhang J. Effect of clay invasion on shear behavior and dilatancy of unbound aggregate subbase. Transp Geotechnics 2016;6:16–25. [11] Craciun O, Lo SCR. Matric suction measurement in stress path cyclic triaxial testing of unbound granular base materials. Geotech Test J 2009;33(1):33–44. [12] Ekblad J, Isacsson U. Influence of water on resilient properties of coarse granular materials. Road Mater Pavement Des 2006;7(3):369–404. [13] Gidel G, Hornych P, Chauvin JJ. A new approach for investigating the permanent deformation behavior of unbound granular material using the repeated load triaxial apparatus. Bulletin de Liaison des Laboratoires des Ponts et Chaussées 2001;233:5–21. [14] Heath AC, Pestana JM, Harvey JT, et al. Normalizing behavior of unsaturated granular pavement materials. J Geotech Geoenviron Eng 2004;130(9):896–904. [15] Huurman M. Permanent deformation in concrete block pavements. TU Delft: Delft University of Technology; 1997. [16] Inam A, Ishikawa T, Miura S. Effect of principal stress axis rotation on cyclic plastic deformation characteristics of unsaturated base course material. Soils Found 2012;52(3):465–80. [17] Ishikawa T, Zhang Y, Tokoro T, et al. Medium-size triaxial apparatus for unsaturated granular subbase course materials. Soils Found 2014;54(1):67–80. [18] Karg C, Haegeman W. Elasto-plastic long-term behavior of granular soils: experimental investigation. Soil Dyn Earthquake Eng 2009;29(1):155–72. [19] Mancuso C, Vassallo R, d’Onofrio A. Small strain behavior of a silty sand in controlled-suction resonant column torsional shear tests. Can Geotech J 2002;39(1):22–31. [20] Ministry of Communications, People’s Republic of China. JTD D30-2004 specifications for design of highway subgrades. Beijing: People’s Communications Press; 2004 [in Chinese]. [21] Ng CWW, Xu J. Effects of current suction ratio and recent suction history on smallstrain behaviour of an unsaturated soil. Can Geotech J 2012;49(2):226–43. 55