Abstract
A three-point tensile model that consists of a noncontact model and a modified capstan model of contact sections, including coupling effects of factors, is established in this study. The tension ratio calculated using the Runge–Kutta method increases along with the extensibility, surface friction coefficient, and radius ratio and is inhibited by the power-law friction (
Keywords
Tensile properties are among the basic mechanical properties of materials (especially fabrics), and directly determine applications of fabrics. 1 Generally, the stability of the fabric structure must be coordinated with comfort and tensile properties, where the tensile properties, along with other mechanical properties, such as bending and friction, work together to give the final properties of fabrics. Nevertheless, the tensile behavior being studied is complex and difficult to detect and predict, as the tensile properties of fabrics are predominantly nonlinear and viscoelastic, exhibiting coupling effects with other mechanical behaviors. 2 Many theoretical studies have been carried out on the tensile properties of fabrics.3–6 However, in recent years, research on tensile properties has mainly focused on improving or enhancing the tensile properties through the composition or modification of materials,7–10 while there is less research on the tensile theory. Various models have been proposed to analyze the tensile properties using geometric, numerical, and mechanistic methods in the past. Olofsson11, 12 used a rheological model, consisting of springs and Kelvin elements in series, and constructed a theoretical stress–strain curve for the stretching behavior based on the elastic constants of the fabric obtained through deformation–recovery cycles under constant stress. Grosberg 13 analyzed the initial load–extension modulus based on Castigliano's theorem and bending behavior, and indicated that the bending modulus and geometry of the yarns would affect the tensile properties. Also, Leaf 14 presented an analysis of the initial load–extension behavior of fabrics by the principle method of Castigliano's theorem, proposed a generalized model based on the bending behavior, and developed a method for calculating the ratio of crimp height to thread spacing and weave angle. 15 Hearle 16 proposed an energy method for properties based on the bearing mechanism of fabric structure by excluding the change of internal energy during deformation, and considering the strain energy of yarns and fibers. Huang 17 studied finite deformation under biaxial stresses and the effect of the contact deformation of yarns, where uniaxial and biaxial extensions with equal stresses were solved by numerical solutions. Meanwhile, Huang 18 calculated finite biaxial extensions, including bending linearly elastic extension, by using a rigorous force method, and solved a nonlinear boundary-value problem by a procedure of trial and error. Kawabata19,20 proposed a simplified stereo model to analyze biaxial and uniaxial deformation. Jung 21 developed an inelastic stretch model based on Kelvin's equation that can reproduce the stretch deformation. However, most of these studies lack the application and experimental verification of theoretical models in practice; in this study, models will be established on detection principles and be verified by subjective and experimental methods.
In this modeling, a winding contact between the fabric and a circular object is involved, so the capstan model is introduced. Wei
22
presented a capstan equation of the tension, including the influence of the bending behavior. Jung
23
established a model consisting of three compatible ordinary differential equations of force and bending moments, based on the beam–body contact, and improved the model by taking account of power-law friction and bending rigidity and analyzing the tension transmission efficiency.
24
Moreover, Jung
25
then conducted an in-depth analysis of the capstan model, supplementing the effects of extensibility and Poisson's ratio. The capstan model of fibers and yarns was also investigated by Gao
26
and Tu.27,28 But some of these theoretical studies have not been applied to tensile studies, and some of them only involve the tension ratio, which cannot directly characterize the tensile properties of materials and has not been combined with experiments. This study can compensate for these shortcomings. As explained by cohesion theory, Amonton's classical friction law can satisfactorily explain most metallic friction behaviors. However, it has been indicated that the law fails for nonmetallic materials, especially elastic solids, such as polymer monofilaments and natural fibers.29–33 In these cases, the friction coefficient is proved not to remain constant, but gradually decreases as the load increases, indicating that the local deformation occurs at the interface between the polymer and the friction object.
34
After that, Howell35,36 proposed that the friction force must be related to the load followed by
In previous research, we mainly focused on fabric performance testing using the specially developed quick-intelligent handling evaluation system (QIHES),37,38 as well as characterization and algorithm models based on objective testing. In this study, a mechanical three-point tensile model structure was established based on the QIHES for comparison with the experimental results and subjective evaluation, which was not involved in our past work. In particular, this study proposes a broader theory and delves into several important factors that affect tensile properties, such as friction law, surface friction coefficient, bending rigidity, extensibility, and Poisson's ratio, as well as the interaction between them. According to the force–displacement relationships in different cases derived by the model, quantitative measurement and characterization of the tensile properties can be achieved to better meet the requirements of fabrics. For apparel applications, a small stress needs to be considered for mechanical properties, which means that looser performance is required, while the large-scale tensile behavior needs to be considered in industrial applications, which means tighter performance.
Theoretical modeling
Nomenclature
Definition of parameters
Structure of QIHES related to theoretical modeling
The fundamental structure and primary parts of the QIHES, a custom-developed instrument, are shown in Figure 1(a), and the three-point tensile principle is shown in Figure 1(b). Throughout the test, the QIHES is connected to a computer and operated automatically through the control software, and stops when the working conditions reach the setting limits. The parameters used in the model are determined according to the mechanical construction and parameter settings of the QIHES. To analyze the tensile properties, the relevant parameters need to be obtained through the friction and stretching stages. As shown in Figure 1(b), a fabric sample is placed on the working platform, and its two ends are pressed by press roller 1 and press roller 2 with a constant force, which is 50 cN at the friction stage and 100 cN at the stretching stage. Both humanoid finger plates are used to prevent the samples from cocking. The procedure of the friction stage is that the press plate, connected to the displacement sensor and the force sensor, moves down with the fabric sample until the displacement value reaches a maximum. At this stage, the friction coefficient can be determined as the ratio of the obtained friction force to the constant pressure of press rollers. Following the friction stage is the stretching stage, during which the press plate continues to move downward until the force value reaches the preset value.
Quick-intelligent handling evaluation system: (a) fundamental structure; (b) three-point tensile principle and testing procedure.
Assumptions
For theoretical analysis of the contact and noncontact sections of the stretching stage, the following assumptions are presented, according to the characteristics of the stretching process of the QIHES:
It is assumed that the fabric sample is nearly a linear elastic material. During the stretching stage, the sample is subjected to a large stress and small deformation, so the force–displacement curve is approximately linear. The sample is assumed to be symmetrical to the centerline The noncontact section is assumed to be approximately symmetric about the midpoint S (Figure 2(b)) which is between the press plate and the working plate. The Poisson's ratio of the contact section is assumed to be constant, so that the strain used throughout the entire contact section is assumed to be the average value instead of varying.
(a) Three-point structure; (b) test set-up of the essential structure of QIHES.

Analysis of contact section
Figure 3 shows the typical situation of the contact segment. According to Assumption 2, the right side is the analysis object of the contact segment. The resulting force consists of shear force Q in the normal direction and tensile force T in the tangential direction. Based on Assumption 2, the relationship controlling this mechanism is the capstan equation
Force and moment analysis of sample in contact with circular body of press plate.

Regarding the friction performance, textile materials generally do not follow Amonton's law, so the relationship between normal force and frictional force is modified to a power law, as
Figure 4 shows the contact section of the sample wound over the press plate. According to Figure 4, the infinitesimal length of the sample increases from Microelement of contact section in equilibrium between force and moment.

As the Poisson's effect is considered, the radius of the sample after stretching is
Substituting equations (6) and (7) into equation (3) and eliminating the higher-order terms gives
These relational equations are used to derive the governing equation of the tensile ratio in the next section.
Based on the force equilibrium along the n and t directions and the moment equilibrium at point O, the following classical capstan equations are derived
Based on Assumption 1,
The fourth-order Runge–Kutta method is selected as the numerical procedure, as equation (13) cannot be solved analytically. Thus, equation (13) can be divided into the following two differential equations
And the two equivalent boundary conditions are
As the parameter λ contains the functional solution and independent variable of t equation (13), the value of λ needs to be iterated until equation (7) is satisfied.
Equation (13) is the governing equation used to calculate the tension ratio affected by the surface friction coefficient, bending rigidity, and Poisson's ratio at the contact portion. Moreover, the axial tension ratio
The corresponding contact angle is
Based on Assumption 1, ɛ is small, and equation (19) can be simplified into
In the calculation of the extension in the contact section, values of
Determination of forces and angles
The three-point tensile model ( Force and moment analysis of sample (including contact and noncontact sections).

According to Assumption 2, the right part is considered in the analysis and the calculation is as Figure 6. Based on the mechanical analysis of Figure 6, the relationships between resultant forces and component forces at point A, C, and D are
Mechanical analysis of the separated right part of the three-point tensile model.

According to the structural parameters of the QIHES, the expressions of several length parameters from equations (31) and (32) are
Analysis of noncontact section
The geometric model of the noncontact section AC of the sample during the stretching stage is shown in Figure 7. The abscissa and ordinate of points A and C are expressed as
Geometrical relationships and basic parameters of the noncontact section.

During the actual stretching test of the QIHES, the shape of the sample is similar to a straight line, owing to the large force on the sample. Therefore, the locus equation of noncontact section AC can be expressed by the two-point form of the straight-line equation, as
The axial tension force,
With the help of triangles AOC and AOE, and according to the geometric relationship of angles and the Pythagorean theorem, the expression of the contact angle
The strain and elongation of the noncontact section AC can be expressed as
According to this analysis and Assumption 2, the equilibrium equation of the sample length in the working area during the stretching stage is expressed as
Experimental
Sample preparation
Four plain-woven fabrics were selected from a home textile company for the theoretical validation and experimental test. Each fabric sample was cut into three pieces 500 mm long and 50 mm wide for QIHES testing, and was cut into 10 pieces of 200 mm in both length and width for subjective evaluation. This means that (a) Characteristic curves for four samples tested using the QIHES; (b) interface diagram of the QIHES. Sample specifications and modeling parameters
Subjective evaluation
The panel employed in the subjective evaluation of tightness was composed of 10 experts on research in the textile field. Each judge was trained to familiarize the handling gesture and evaluation rating scale of tightness, which is rated on a five-point scale, that 5 is most loose and 1 is most tight. The specific gesture is shown in Figure 9; holding and pulling both sides of the fabric samples with two hands to evaluate the difficulty of stretching. The judges were required to wash and dry their hands, and to sit in a laboratory at constant temperature and humidity at standard conditions ( Evaluation gesture of tightness.
Results and discussion
The theoretical curves of the three-point tensile model under different situations were computed by substituting the parameters in Table 2 into equation (43). The effects of different factors were explored further through the comparison between the curves of theoretical modeling and the experimental testing. In addition, subjective evaluation was introduced to prove the effectiveness of the experiments and modeling. Therefore, in this section, the different cases designed by the multifactor orthogonal method are used to investigate the effects of factors in the tensile properties. The specific settings of the five simulated cases are:
Case 1.1. With extensibility, bending rigidity, and classic frictional law ( Case 1.2. With extensibility, bending rigidity, and frictional modification ( Case 2.1. With extensibility, bending rigidity, classic frictional law ( Case 2.2. With extensibility, bending rigidity, frictional modification ( Case 3. With extensibility and classic frictional law only; no bending rigidity or Poisson's effect (n = 1,
Comparisons between theoretical and experimental results
The comparisons between the experiment and theoretical modeling are shown in Figure 10, where the abscissa is the vertical displacement of the stretching stage, that is, the parameter h measured in real time minus the displacement value at the end of the previous friction stage. The tensile slope (S) and the tensile work (W) of the experimental and the theoretical curves are shown in Table 3, where the tensile slope is the average linear slope during the stretching and the tensile work is the stretching area under the curve.
Comparisons of the experimental and simulated force-stretching displacement curves of samples (a) 1, (b) 2, (c) 3, and (d) 4. Experimental and simulated results of tensile properties
To compare the difference of tensile properties between different cases, the expression of the deviation rate is given as
By referring to Table 3, it can be seen that the model in Case 2.2 is the most accurate compared with the experimental test, for which the maximal deviation rates of tensile slope and work of the four fabric samples are 20.34% and 9.30% respectively. The reason for the larger error rate of the tensile slope is the mechanical fluctuation of the testing instrument, not the theoretical model, as it is sensitive to the four samples, according to the simulated results of tensile properties.
Effect of bending rigidity
As shown in Figure 10, the slope and work in Case 3 are always smaller than those in Case 1.1, which indicates that the slope and work increase when the bending rigidity is included. This result can be explained by Figure 3, as the axial tension is originally the component force along the axial direction. However, in the absence of bending rigidity, the sample is regarded as a completely flexible material, at which time there is no component force and the resultant force directly becomes the axial tension. So in this case, the tension ratio follows equation (1), which leads to errors in the strain analysis of the contact section and the stress analysis of the noncontact section. By referring to Table 3, between Case 1.1 and Case 3, the maximal deviation rates of the tensile slope and work of four samples are 39.01% and 37.65%, and the minimum deviation rates are 8.18% and 6.58%. This proves that the bending rigidity is a crucial factor affecting the tensile properties. Moreover, it can be seen that the deviation rate of Sample 2 is a maximum and that of Sample 4 is a minimum, that is, the trend is completely contradictory to that of the friction coefficient of the sample. This situation is because Case 3 only includes friction and extensibility in the model, and, regardless of Case 1.1 or Case 3, the tension ratio only depends on the value of friction coefficient when there is no Poisson's effect. Therefore, the influence of the surface friction coefficient is greater, and a larger friction coefficient can reduce the effect of bending rigidity. In addition, the theoretical model considering bending rigidity is more accurate to the experimental curve than the one without bending rigidity.
Effect of Poisson's ratio
Under the effect of Poisson's ratio, when the sample is subjected to tensile force, it produces an elongation in the axial direction and a change in the thickness in the direction perpendicular to the tensile loading. Based on equations (3) to (9), the variation in thickness directly affects the radius ratio parameter ρ and the sum of the radius Relationship between Poisson's ratio and radius ratio with different frictional laws.
Effect of extensibility
As the sample extensibility is directly determined by the tensile modulus of the sample, based on equations (6) and (7), different tensile moduli are selected and substituted into the theoretical model to investigate the effect of the sample extensibility on the tensile properties. Figure 12(a) shows the simulated curves with different tensile moduli based on the basic parameters of Sample 1 in Case 1.1. It is obvious that the higher the tensile modulus, the greater the slope of the force–displacement curves. In addition, as the tensile modulus increases from 0.1 MPa to 0.7 MPa, the rate of increase of the tensile slope gradually decreases. Conversely, since the extensibility is inversely proportional to the tensile modulus, the greater the tensile modulus, the more the extensibility decreases. This indicates that the smaller the extensibility, the greater the tensile slope, and the tighter the sample, as shown in Figure 12(a), which is consistent with the theory of tensile mechanics. Through the analysis of equations (18) and (43), the relationship between extensibility and tension ratio is further analyzed, as can be seen from Figure 12(b). Obviously, at a given radius ratio, whether it is classic friction law or power-law friction, the tension ratio increases with extensibility. Figure 12(c) also shows the same change trend of tension ratio along with the extensibility; the only change is the increment of the radius ratio ρ from 5 to 50. Moreover, the average deviation rate caused by the radius ratio is 4.38% and 10.87% (comparing solid and dashed lines, respectively, of two colors), while that caused by the extensibility is 0.75% and 1.09% (comparing solid and dashed-dotted lines) in the case of the same increase in radius ratio and extensibility. It can be concluded that both extensibility and radius ratio enhance the tension ratio, where the effect of extensibility is far smaller than that of the radius ratio, but this effect becomes more pronounced as the radius ratio increases. By comparing Figure 12(a) and (b), the greater extensibility or the smaller radius ratio lead to the smaller tensile slope and work. This is consistent with the results of the testing and subjective evaluation of fabric tightness, for which the greater extensibility, the thinner and looser the fabric.
Effect of extensibility under different tensile modulus: (a) comparison of simulated force–displacement curves; (b) comparison of tension ratios; (c) effect of radius ratio.
Effect of friction
It is clear that in the comparisons between Case 1.1 and Case 1.2, and between Case 2.1 and Case 2.2 from Figure 10(a) to (d), the slopes of the simulated curves with the frictional modification of the power-law friction (
The effect of friction on tensile properties is analyzed by assuming different friction coefficients. As shown as Figure 13(a), the tensile slope increases along with the friction coefficient in Case 1.1 with classical friction law. The reason for this increase is that a larger pull-out force is needed to overcome the friction between the sample with a higher surface friction coefficient and the contact plate. By comparing Figure 12(a) and Figure 13(a), the effect of extensibility is more remarkable than that of friction coefficient for the tensile slope and work in the case of the same growth rate in extensibility and friction coefficient, because extensibility is directly related to the tensile properties of the sample. This shows that samples with low friction coefficients have lower tightness and are more easily stretched. For classical friction law, that is linear friction ( Effect of friction under different friction coefficients: (a) comparison of force–displacement simulated curves; (b) comparison of tension ratios; (c) comparison of the effects of radius ratio and friction coefficient.
Comparing theoretical, experimental, and subjective evaluation
According to the rating scale of subjective evaluation, that is, the tighter the sample, the lower the score, the average scores rated by 10 experts in textiles are shown in Figure 14, where Sample 1 is the loosest and Sample 4 is the tightest. In addition, the trends of experimental and theoretical tensile slope of the four samples are exactly the same, and both the values of tensile slope are inversely proportional to the subjective scores. This is because the greater the tensile slope, the smaller the stretching displacement under a constant load, and the smaller the elongation of the sample. Therefore, this means that samples with high tensile slope have poor extensibility and low subjective scores. Conversely, this also proves the validity and reliability of the theoretical model established, as it is consistent with the results of the actual experimental test of the QIHES and subjective evaluation. In summary, this model provides a theoretical basis for the fabric tensile properties, and guidance for the production of fabrics that need to be loose or tight, according to different purposes.
Relationship between subjective evaluation, experimental test, and theoretical model.
Conclusions
In this paper, we have established a three-point tensile model consisting of a noncontact model and a capstan model of contact section, aiming to calculate the tension properties of the fabric sample to explore the factors affecting the quality of the fabric sample, including bending rigidity B, Poisson's ratio ν, extensibility, and friction. A comprehensive analysis of these factors has been implemented and the following conclusions are presented:
For the tension ratio Φ of the contact section, the radius ratio ρ, extensibility, and surface friction coefficient μ of the fabric sample increase the tension ratio by compounding the effect of the frictional modification of power-law friction ( For the theoretical and experimental studies of the tension properties, the effects of bending rigidity B, surface friction coefficient μ, and friction law all clearly enhance the tensile slope and work, and the model including these three factors has high accuracy with the actual testing results. Furthermore, the Poisson's effect of error is less than 0.5% and can even be neglected under the power-law friction ( In terms of guiding practical applications, this study can be applied to the characterization of fabric tensile properties and the design and production of fabrics. It is necessary to increase the surface roughness and the thickness of the fabric and reduce the extensibility, so as to obtain tight performance. The opposite is applicable for a loose performance.
Footnotes
Declaration of conflicting interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Funding
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by Jiangxi Provincial Bureau for Quality and Technical Supervision (Grant no. GZJKY201807), Jiangxi Provincial Administration for Market Regulation (Grant no. GSJK201909), Natural Science Foundation Project of Shanghai 2020 “science and technology innovation action plan” (Grant no. 20ZR1400200), Fujian Provincial Key Laboratory of Textiles Inspection Technology (Fujian Fiber Inspection Bureau) of China (Grant no. 2018-MXJ-01) and the China Scholarship Council (Grant no. 201806630060).
