Research Article  Open Access
Lin Tang, Qiang Tang, Aolai Zhong, Hanjie Li, "Prediction of Pore Size Characteristics of NeedlePunched Nonwoven Geotextiles Subjected to Uniaxial Tensile Strains", Advances in Civil Engineering, vol. 2020, Article ID 8839519, 12 pages, 2020. https://doi.org/10.1155/2020/8839519
Prediction of Pore Size Characteristics of NeedlePunched Nonwoven Geotextiles Subjected to Uniaxial Tensile Strains
Abstract
A modified theoretical model has been proposed to predict the pore size characteristics of nonwoven geotextiles under certain uniaxial tensile strains, considering the difference between the outofplane Poisson’s ratio and the inplane Poisson’s ratio of geotextiles. The pore size distributions (PSDs) and O_{95} subjected to different levels of uniaxial tensile strains in two needlepunched nonwoven geotextiles have been investigated by the dry sieving test. The variation of the fibre orientation with tensile strains and the corresponding effect on pore sizes has been evaluated by image analysis. The outofplane Poisson’s ratio and the inplane Poisson’s ratio of geotextiles have been examined. A comparison has been made between the predictions of the original and the modified models. It is shown that the modified model can more accurately predict the decreasing rate of the PSDs, O_{95}, and O_{98} than the original one. The corrected theoretical O_{95} and O_{98} under certain strains can provide a reference for the filtration design under engineering strains. The fibres reorientating to the loading direction result in the increase of the directional parameter with increasing tensile strains, which leads to the decrease of pore sizes. The theoretical PSDs are sensitive to the variation of directional parameter.
1. Introduction
Nonwoven geotextiles are widely used as filtration and drainage materials in various fields [1]. To ensure the retention of the soil without influencing the flow of seepage water, the design of geotextiles needs to meet several criteria, including retention, permeability, and anticlogging capabilities, which are often based on the relationship between the characteristic pore sizes O_{95} or O_{98} and soil grain sizes [1–7]. The filtration applications of geotextiles are typically subjected to tensile strains and result in noticeable variations of pore size and permeability in nonwoven geotextiles [8–14]. However, unstrained pore sizes are commonly tested and used in design, which induces the failure in the engineering application [8–14]. Therefore, accurate determination of pore sizes at certain tensile strains is essential in the filtration design of nonwoven geotextiles.
There is still limited theoretical model to predict the effect of uniaxial tensile strain on the pore sizes in geotextiles [13, 14]. Based on the Poisson Polyhedron Theory, which can predict a radius distribution of circles inscribed in the polygons, a series of theoretical models of pore size distributions (PSDs) of unstrained nonwoven structures and nonwoven geotextiles have been established [15–20]. The models have also been extended for uniaxial and biaxial tensile strain conditions [13, 21]. Silva et al. [22] have developed imagebased technique for measuring pore size distributions of nonwoven geotextiles depending on the theory. Furthermore, a threedimensional structure of absorptive glass mat separator has been established based on the theory [23]. Many kinds of porous media have been employed in the experiments to prove the validity of these models, including nonwoven heatbonded geotextiles, hybrid needle punched nonwoven geotextiles, spunbonded nonwoven geotextiles, thermally bonded nonwoven structures, and glass mat [12, 13, 15–23]. The fibre orientation distribution is an important parameter in the model, which needs to be estimated by image analysis [17–20]. Due to the fact that the microscopes can typically focus on limited layers of the fibres, the samples employed in the literature were relatively thin, which were generally less than 250 g/m^{2} [13–23]. If the sample is relatively thick, the fibres in deep layers will be blurry and cannot be evaluated with an optical microscope.
In the theoretical models of PSDs, a nonwoven structure or geotextile is assumed to be an isotropic material [13–21], which means the inplane and outofplane Poisson’s ratios are taken as the same value. Also, the directional parameter K_{α} at different levels of uniaxial tensile strains was not given in the literature [13–21]. The strained K_{α} was calculated from an equation instead of the statistical work of reorientated fibres [13, 17]. And limited experiments of nonwoven geotextiles have been carried out in validating or improving the theoretical model.
When it comes to the experiments about the influence of the uniaxial tensile strain on the pore sizes or permeability of nonwoven geotextiles, the results are still scant [8–14]. Fourie and Kuchena [8] demonstrated that tensile strain can lead to dramatic decreases in the flow rate through soilgeotextile systems for needlepunched nonwoven geotextiles. Edwards and Hsuan [11] reported that the needlepunched geotextile shows a decrease in flow rate, whereas the heatset nonwoven geotextile experiences an increase, when subjecting to uniaxial tensile loads. The PSDs of three needlepunched geotextiles tested by Wu and Hong [24] decrease with uniaxial tensile strains in wet sieving tests. And the results of Wu et al. [10] illustrated the pore size and the mean flow rate through two heatbonded nonwoven geotextiles increase with the increase in uniaxial tensile strain. It seems that the uniaxial strain results in the decrease of pore sizes for the needlepunched geotextiles, and the opposite trend was observed for heatbonded nonwoven geotextiles. More experiments still need to be done to verify the conclusions [8–14, 24].
Therefore, in this study, an existing model of PSDs subjected to uniaxial tensile strains has been modified, considering the difference between the inplane and outofplane Poisson’s ratios of geotextiles. Two needlepunched nonwoven geotextiles were employed in dry sieving tests (ASTM D475116(A)) [4] to estimate the PSDs under uniaxial tensile strains. The directional parameters K_{α} at different levels of uniaxial tensile strains have been obtained from the image analysis of the fibres reorientation. Also, the inplane and outofplane Poisson’s ratios of geotextiles have been estimated. Comparisons have been made between the predictions of the modified model and the original model with the experimental results. The modified model can more accurately predict the decreasing tendency of PSDs, and the corrected O_{95} and O_{98} under certain strain can be used as a reference in design.
2. Theoretical Model
2.1. Original Model
Depending on an unstrained pore model of Rawal et al. [12, 13, 17–20], a theoretical model of the PSDs subjected to uniaxial tensile strains is shown as follows. The cumulative probability of a particle with diameter d passing through the layers of nonwoven is shown in the following equations [13, 17–20]:wherewhere is the coverage parameter; is the number of layers; is the total fibre volume fraction; is the uniaxial tensile strain; is the directional parameter; is the orientation distribution function of fibres; and is the orientation angle of fibres subjected to strains. is the fibre diameter; is Poisson’s ratio of the nonwoven. is the initial mass per unit area; is the nonwoven thickness; is the fibre density. The details of the parameters were explained in the literature [12, 13, 17–20].
2.2. Modified Model
In equation (4), the uniaxial tensile behaviour of a nonwoven geotextile is taken as a plane stress problem. And the outofplane Poisson’s ratio and the inplane Poisson’s ratio are taken as the same parameter .
According to the experimental results in the previous literature and this study, the outofplane Poisson’s ratio of nonwoven geotextiles seems to be smaller than the inplane Poisson’s ratio [13, 18, 24–27]. Rawal and Agrahari [13] demonstrated that the inplane Poisson’s ratios in machine direction range between 2.38 and 3.81 for two thermally bonded nonwovens. The relationship of inplane Poisson’s ratio and longitudinal strain was determined by Rawal et al. [18], and the inplane Poisson’s ratio can increase from 2.1 to 4.0 with increasing strains. The inplane Poisson’s ratio of a nonwoven geotextile tested by Shukla et al. [25] remains 1.75 from zero to 10% strain. Kutay et al. [26] reported that the lateral strain is always greater than the axial strain for a needlepunched nonwoven geotextile, and Poisson’s ratio at failure is equal to 2.1. In the literature, the inplane Poisson’s ratios are at least equal to or larger than 1.0.
When it comes to the outofplane Poisson’s ratio, Verma et al. [27] tested the outofplane Poisson’s ratio of two needlepunched polypropylene nonwoven NW1 and NW2. Both of the outofplane Poisson’s ratios of the two geotextiles range between 0.21 and 0.37, when the strains increase from 0 to 10%. Also, the decrease of thickness of three nonwoven geotextiles (referred to as GT1, GT2, and GT3) with increasing uniaxial strain was tested by Wu and Hong [24], as shown in Figure 1. The decrease of the thickness with tensile strains is approximately linear. Hence, in this study, the experimental data are linearly fitted, and the slopes of the fitted lines k are used to calculate the outofplane Poisson’s ratio , shown as follows:where is the strain in the thickness and is the inplane uniaxial tensile strain. is the unstrained thickness of a geotextile. And the for GT1, GT2, and GT3 are calculated to be 0.17, 0.36, and 0.14, respectively, as shown in Figure 1, which are smaller than the inplane Poisson’s ratio in the literatures [13, 18, 25, 26].
In this study, equation (4) is modified to the following equation:where is the inplane Poisson’s ratio, which should be determined depending on the direction of the uniaxial tensile strain . And the total fibre volume fraction is influenced by the inplane lateral strain as well as the strain in the thickness of geotextiles.
Thus, the modified model of PSDs subjected to uniaxial tensile strains combines equations (1)–(3), (5), (6), and (8).
In the filtration criteria of geotextiles, O_{95} is a commonly used characteristic pore size; it indicates that 95% of the pores are smaller than that size [1, 4], whereas the theoretical O_{95} read from the theoretical PSD cannot fit perfectly with the value of experimental O_{95} in the literatures [13, 17–20]. If a strained theoretical O_{95} needs to be used in the filtration design under a certain engineering strain, the difference between the theoretical and experimental O_{95} should be corrected. The experimental O_{95} of an unstrained geotextile can be easily tested before applications or be given by the manufactures. Hence, the difference between the unstrained experimental and theoretical O_{95} can be used to correct the error of the strained theoretical O_{95}, as long as the decreasing rate can be accurately predicted. Then when the uniaxial tensile strain is , the strained O_{95} used in design can be calculated as follows:where is the corrected theoretical O_{95} under the strain , which may be used in the filtration design criteria, is the experimental O_{95} of unstrained geotextile samples, is the O_{95} read from the theoretical PSD under the strain 0%, and is the O_{95} read from the theoretical PSD under the strain .
3. Experimental Procedure
3.1. Materials Used
To verify the rationality of the modified model, dry sieving test was adopted to test the changes in the PSDs of two needlepunched nonwoven geotextiles under uniaxial tensile strains. Due to the fact that the fibre orientation needs to be estimated by image analysis, relatively thin samples were employed. The geotextiles were designated as NW100 and NW200, which indicated that the masses per unit area of the two geotextiles were approximately 107 g/m^{2} and 225 g/m^{2}. Details of the geotextiles used are described in Table 1.

3.2. Apparatus and Procedure
Rowe and Mylleville [28] demonstrated that the strain imposed on geotextiles in the direction perpendicular to the long axis of the embankment can be as much as 10%. Izadi et al. [29] noted that the strains in a geotextile due to impact loadings were in the range of 3.5–5%. Won and Kim [30] mentioned that there is a 6% strain in a geotextile of a 5 m high soil wall, and Schimelfenyg et al. [31] found a larger than 7% strain for a geotextile in warp and fill directions of a containment dyke. Fourie and Addis [9] concluded that most of the decrease of filtration opening size has already occurred under the application of the smallest load. According to the fact that the strain levels recorded in the literatures are smaller than 10%, the uniaxial tensile strains of 3%, 5%, and 10% were selected to study the influence of strains on pore sizes. The test procedures were as follows:(1)A universal tensile test apparatus was used to form strained geotextile specimens for the dry sieving test. The tensile loads were applied along the machine direction during testing. When a geotextile specimen was stretched to a designated strain, the specimen was secured by clamps, as shown in Figure 2(a). The internal diameters of the clamps are 200 mm, which can be fitted on the 200 mm diameter sieves. The size of an unstrained specimen used for dry sieving test is illustrated in Figure 2(b). Then, the clamped geotextile specimens were cut free from the apparatus. Grids were drawn on the specimens before testing as an indicator for the tensile strain and the strain reversal after cutting.(2)The microscopic image of the clamped specimen was taken by a microscope. The fibres were recognized manually by drawing straight lines on the fibres using AutoCAD^{@}, as presented in Figure 2(c). And the statistical work was done by calculate the proportion of lines for 10°orientation angle interval with respect to the machine direction 0° [12, 13, 17–20]. And then, the directional parameter K_{α} was calculated by equation (5). More than 120 fibres were involved in the statistical work of each image.(3)The thickness of the clamped geotextile specimen was tested under 2 kPa normal pressure by thickness testing instrument (ASTM D519912) [32], which is used to calculate the outofplane Poisson’s ratio. The standard deviations of the thickness of samples under a certain strain range from 3 to 23 μm. The variations of geotextile thickness with tensile strains are illustrated in Figure 3. And equation (7) is used to give the outofplane Poisson’s ratios of NW100 and NW200, which are 0.17 and 0.31, respectively.(4)Apply commercially available antistatic spray uniformly to the geotextile. And the clamped geotextile was fitted with a pan and a cover and was fixed on a mechanical sieve shaker to conduct dry sieving tests (ASTM D475116(A)) [4]. Spherical glass beads ranging in size from 0.033 mm to 0.425 mm were utilized.(5)The inplane Poisson’s ratio of geotextiles was tested by image analysis in the machine direction. The size of an initial specimen used for inplane Poisson’s ratio test is illustrated in Figure 2(d). The geotextile specimen was clamped to create a 100 mm × 100 mm square test area. A 60 mm × 60 mm square was drawn on the specimen. Giroud [33] mentioned that the Poisson’s ratio derived from the lateral strain at midlength of the specimen tends to be overestimated. Hence, the average lateral strain of lines AB, CD, and EF of the marked square was used to calculate the inplane Poisson’s ratio as equations (10)–(12). The standard deviations of inplane Poisson’s ratio are 0.003 for NW100 and 0.05 for NW200, respectively:where is the average lateral strain and is the longitudinal extension strain. and are the strained length and initial length of the line . The same goes for the other marked lines.
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4. Results
4.1. Fibre Orientation
The machine direction of the geotextiles was set as 0° in the statistics, which is also the direction for the loading in the tensile test. Figure 4 illustrates the microstructures of the unstrained and strained (10%) NW100 specimens. The histograms of the relative frequency of fibres for NW100 and NW200 under designated strains are given in Figure 5. With the strain increasing, the randomly distributed fibres reorientate to the loading direction in Figure 4, which agrees with the histograms of relative frequency of fibres for NW100, as shown in Figure 5. The relative frequency at 0° increases from 0.14 to 0.24 for NW100 and from 0.08 to 0.16 for NW200, when the strain increases from 0% to 10%. For NW100, there is an increase trend for the relative frequency of fibres around 0°, especially from −20° to 20°. In Figure 5(a), the relative frequency of fibres for NW100 at 0° is a little bit larger than the others, with the relative frequency of the other directions comparatively uniform. That agrees with the conclusion that most of nonwoven geotextiles are preferentially orientated [12, 13]. For NW200, the relative frequency of fibres for the unstrained NW200 is comparatively uniform in Figure 5(e). With an increase of strain from 0% to 10%, the relative frequency of fibres increased from 0.09 to 0.12 for −10° angle and from 0.01 to 0.05 for 10° angle, respectively.
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The directional parameter K_{α} is defined as the average distance between the bonds projected on the planar direction [17–20]. The K_{α} at designated tensile strains is calculated from equation (5), which is the integral of the product of and the corresponding relative frequency of fibres for from −90° to 90°, as given in Table 2. The K_{α} of both samples increases with uniaxial tensile strains. When the strain increases from 0% to 10%, the K_{α} increases from 0.63 to 0.76 for NW100 and from 0.63 to 0.72 for NW200.

A parametric study is performed to calculate the pore size distributions for different values of K_{α}, as shown in Figure 6. When the K_{α} increases from 0.6 to 0.8 by 33% for the two samples under 0% strain, the PSDs of NW100 and NW200 move towards the direction of small pore sizes. The O_{95} read from the theoretical PSDs decreases from 319 to 238 μm by 34% for NW100 and from 223 to 170 μm by 31% for NW200. The larger the K_{α} is, the smaller the theoretical pore sizes will be. The theoretical pore size is sensitive to the variation of K_{α}. Hence, the accurate determination of K_{α} is critical to the prediction of pore size under tensile strains. The theoretical results also agree with the phenomenon that the fibres reorientation to one direction results in narrower space between the fibres and the decrease of the pore sizes.
4.2. Pore Size Distribution
The experimental PSDs are plotted by the cumulated frequency of the pore size versus the pore size, as presented in Figure 7. The experimental PSDs of both NW100 and NW200 move towards the direction of small pore sizes with increasing strain, demonstrating the decrease of pores of different sizes. The shapes of the PSD curves for NW100 and NW200 do not vary regularly under different strains. Depending on the physical properties of the geotextiles, the theoretical PSDs are calculated from the original model [12, 13, 18–20] and the modified model, labelled as “TheoO” and “TheoM,” respectively, in Figure 7. Both kinds of the theoretical PSDs decrease with increasing strains. The distances between two adjacent theoretical curves of the modified model are smaller than that of the original one. Evaluating the prediction accuracy of the two models is difficult, because the shapes of PSDs of the two models cannot fit perfectly with the experimental PSDs. Hence, the characteristic pore sizes O_{95} were determined from the PSDs to quantify the variations.
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O_{95} is not very susceptible to the effect of static electricity in dry sieving tests, which may result in the uptrend of the PSDs in the area of small pores and influence the results of small characteristic pore sizes [1, 4]. Therefore, the O_{95} were read from the theoretical and experimental PSDs to compare the predictions of two models. The difference between the theoretical and experimental O_{95} at 0% strain was used to calculate the corrected by using equation (9). The experimental O_{95} and are illustrated in Figure 8. The experimental O_{95} values of NW100 and NW200 decline with strains. The decreasing tendency of O_{95} predicted by the modified model agrees better with the experimental O_{95} than the original model. The original model overestimates the decreasing rate for both NW100 and NW200. It may be attributed to the fact that the original model overestimates the outofplane Poisson’s ratio.
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5. Discussion
Rawal and Agrahari [13] validated their model through the image analysis of two thermally bonded nonwoven structures labelled as TB1 and TB2. The physical properties of TB1 and TB2 are tabulated in Table 3. The experimental and theoretical PSDs of the original model are read from the semilogarithmic figures. When the figure has a linear scale on the xaxis, the distances between adjacent theoretical PSDs are obviously larger than those of the experimental results, as illustrated in Figures 9(a) and 9(c). Also, the distances between the strained experimental PSDs and the corresponding theoretical ones cannot be neglected. The O_{98} values subjected to uniaxial tensile strains were given in the literature. If the theoretical O_{98} of the original model is corrected by equation (9) and compared with the experimental results, the theoretical O_{98} drops faster with increasing strains than the experimental result, as shown in Figure 10, which is consistent with the overestimation of the decreasing rate of NW100 and NW200. Furthermore, the theoretical PSDs are larger than the experimental ones for NW100, NW200, TB1, and TB2.
 
Note: ^{a}The diameters of fibres were calculated depending on the parameters given in the literature [13]. TB1 and TB2 were produced by blending the homofil and bicomponent polyester fibres in equal proportions by weight; hence, the diameter of fibres is taken as the average diameter of the two fibres, as mentioned by Rawal and Agrahari [13]. ^{b}Assumed value. 
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The outofplane Poisson’s ratios of TB1 and TB2 were not considered in the test. The thicknesses of TB1 and TB2 are comparatively small, which are 0.44 mm and 0.43 mm, respectively. The outofplane Poisson’s ratios of the thinner specimen in the literature of Wu and Hong [24] and this study are both 0.17. If the outofplane Poisson’s ratios for TB1 and TB2 are assumed to be 0.17, the theoretical PSDs predicted by the modified model are given in Figures 9(b) and 9(d). And the corresponding corrected O_{98} by using equation (9) are shown in Figure 10. The distances between two adjacent modified theoretical PSDs are more next to that of the experimental results than the original model in Figure 9. And the modified model can give a better prediction of the decreasing rate of the O_{98} in Figure 10.
Although the outofplane Poisson’s ratios for TB1 and TB2 are assumed, the results indicate that the consideration of the outofplane Poisson’s ratio may lead to more accurate predictions. The prediction of the values of O_{95} and O_{98} by the model is not terribly accurate, whereas the decreasing rate predicted by the modified model is acceptable, and the values of O_{95} and O_{98} can be corrected depending on the precisely measured unstrained values. Then the O_{95} under a certain strain can be predicted from the modified model and may be used in the filtration criteria. In this study, only two relatively thin nonwoven geotextiles have been tested to validate the model. Additional experiments on thicker nonwoven geotextiles and other test methods of pore size measurement are required to verify the conclusion. Moreover, other loading directions except for the machine direction should be examined.
6. Conclusions
In this study, the existing model of pore size distributions of nonwoven geotextiles subjected to uniaxial tensile strains has been modified, considering the effect of the outofplane Poisson’s ratio. The experimental PSDs move towards the direction of small pore sizes with increasing strain, indicating the decrease of pore sizes. The shapes of the experimental PSDs do not vary regularly with strains. The modified model can more accurately predict the decreasing rate of O_{95} and O_{98}. And the original model may overestimate the decreasing rate and the value of O_{95} and O_{98}. The corrected O_{95} predicted by the modified model under a designated strain can provide a reference for the filtration design.
The randomly distributed fibres reorientate to the loading direction with the increasing uniaxial tensile strain. The relative frequencies of fibres at the loading direction increase from 0.14 to 0.24 for NW100 and from 0.08 to 0.16 for NW200, when the strain increases from 0% to 10%. Also, there is an increase trend for the relative frequency of fibres around the loading direction. The larger the uniaxial tensile strain is, the larger the K_{α} is, and the smaller the theoretical pore size will be, which agrees with the experimental results. The theoretical PSD is sensitive to the change of K_{α}. When the K_{α} increases by 33%, the O_{95} read from the theoretical PSDs decreases by 34% for NW100 and by 31% for NW200.
The experimental results indicate that the outofplane Poisson’s ratio of nonwoven geotextiles is smaller than the inplane Poisson’s ratio. The outofplane Poisson’s ratio needs to be taken into consideration in the model of geotextiles. Additional experiments are required to verify the conclusions.
Data Availability
The data used to support the findings of the study are included in the article.
Conflicts of Interest
The authors declare no conflicts of interest.
Acknowledgments
This research was funded by the National Natural Science Foundation of China (51708160), Chinese Scholarship Council (CSC No. 201906125022), Research and Innovation Foundation (2018), the Shandong Taishan Scholars Special Fund, the Shandong Provincial Natural Science Foundation, China (ZR2015PE006), the Fundamental Research Funds for the Central Universities (HIT.NSRIF.2017018), and the Scientific Research Foundation of Harbin Institute of Technology at Weihai (HIT(WH)201423).
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Copyright © 2020 Lin Tang 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.