Effect of CNTs debonding on mode I fracture toughness of polymeric nanocomposites M.M. Shokrieh, A. Zeinedini PII: DOI: Reference:
S0264-1275(16)30432-4 doi: 10.1016/j.matdes.2016.03.134 JMADE 1612
To appear in: Received date: Revised date: Accepted date:
2 February 2016 15 March 2016 29 March 2016
Please cite this article as: M.M. Shokrieh, A. Zeinedini, Effect of CNTs debonding on mode I fracture toughness of polymeric nanocomposites, (2016), doi: 10.1016/j.matdes.2016.03.134
This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
ACCEPTED MANUSCRIPT Effect of CNTs debonding on mode I fracture toughness of polymeric nanocomposites
PT
M. M. Shokrieh1,*, A. Zeinedini2 1 Professor, 2Ph.D. Student
*
SC
[email protected]
RI
Composites Research Laboratory, Center of Excellence in Experimental Solid Mechanics and Dynamics, School of Mechanical Engineering, Iran University of Science and Technology, Tehran, 16846-13114, Iran
NU
Abstract
This article deals with the effect of CNTs debonding from the surrounding matrix on the fracture
MA
toughness of carbon nanotubes/epoxy nanocomposites. Hence, a multiscale modeling of fracture toughness improvement of nanocomposites due to CNTs debonding was developed. This energy dissipation mechanism takes place at a zone around the crack tip. A representative volume
D
element containing a carbon nanotube, its surrounding resin and the interphase was chosen in
TE
order to develop the multiscale model. Using experimental data available in the literature, the influence of several parameters such as weight fraction of the CNT, the interphase thickness and
AC CE P
Young’s modulus were studied by the present model. It was concluded that the interphase characteristics as well as the CNT weight fraction strictly affect the fracture toughness enhancement caused by the debonding mechanism and the debonding stress around the CNT. In addition, the influence of CNTs debonding on the fracture toughness of nanocomposites was investigated.
Keywords: Carbon nanotubes; debonding; interphase; fracture toughness; nanocomposites; multiscale modeling.
1. Introduction Nowadays, improvement of mechanical properties of polymers has been received lots of interest by many researchers. There are many approaches to enhance the fracture toughness of polymers [1-3]. Among these approaches, adding nanoparticles to polymers was found out as an effective method [4-7]. The fracture toughness enhancement of nanoparticles/polymer nanocomposites is related to different dissipation energy mechanisms [8]. Ritchie [9] postulated that the toughening
1
ACCEPTED MANUSCRIPT mechanisms could be categorized into the zone shielding and contact shielding mechanisms. The zone shielding mechanisms are those toughening ones that happen at the neighborhood of the nanocomposites crack tip. Among zone shielding mechanisms, nanoparticle debonding and
PT
subsequent plastic void growth is the most important mechanisms happen around the crack tip [8, 10]. The contact shielding toughening mechanisms occur when the crack faces the fillers.
RI
Nanofillers pull-out and rupture are the most important of this kind of mechanism [6].
SC
Researchers have proposed many models to study the effect of spherical nanoparticles on the fracture toughness of nanocomposites. Williams [10] invoked that plastic void growth taking
NU
place at the nano or micro-scale is the dominant energy absorbing mechanism. He expressed that the plastic properties of the pure resin controlled the plastic growth of created voids. Douglass et
MA
al. [11] studied the effect of adding rubber particles on polymer fracture energy. Quaresimin et al. [12] suggested multiscale models to investigate the fracture toughness of reinforced polymer nanocomposites with spherical nanoparticles. Their models are based on different toughening
D
mechanisms which mainly occur in nanocomposites. Hsieh et al. [13] believed that the increase
TE
in the fracture toughness of polymer by adding spherical silica nanoparticles is due to the shear bond phenomenon between nanoparticles and the void growth. They validated their model for
AC CE P
nanocomposites with nanoparticles volume fraction of more than 2.5%. Adachi et al. [14] investigated effects of the particle size and volume fraction on the mode I fracture toughness of epoxy composites filled with spherical silica particles using experiments and an analytical model.
Carbon nanotubes (CNTs) considerably increase the fracture toughness of polymers. There are many experimental researches on the effect of CNTs on the fracture toughness of polymers [4-7, 15-17]. Furthermore, theoretical methods as well as molecular dynamic method are other approaches to investigate this effect. However, there are fewer studies conducted in this issue by molecular dynamic approaches [17]. Mirjalili et al. [18] based on the elastic-plastic fracture mechanics developed a model to study the effect of aligned and randomly oriented CNTs on the fracture toughness of polymers under opening loading. The aim of the present paper is to develop a model to simulate the fracture toughness improvement due to the CNTs debonding from the surrounding matrix around the crack tip under mode I fracture loading. To achieve this purpose, a multiscale modeling was presented based on the relations between the stress fields at the macro, micro and nano-scales. A representative
2
ACCEPTED MANUSCRIPT volume element including a CNT, a pristine polymer phase and an interphase between the CNT and the pure resin was considered. Finally, the fracture toughness enhancement normalized by the neat resin fracture toughness was expressed as a function of some parameters, such as
PT
mechanical properties of three phases, the CNTs volume fraction and the interphase thickness. Also, effects of the interphase thickness and its Young’s modulus on the fracture toughness
2. Relation between macro, micro and nano-scales
SC
RI
increase through the energy dissipation by the CNT debonding were evaluated.
NU
2.1. Mean mechanical properties and stiffness tensor
In micromechanical field, constitutive equations for fiber, interphase and resin are stated as
MA
below [19]:
and
as well as
are stiffness tensors of fibers, interphase and matrix. Moreover, ,
and
D
and
,
respectively. When a load is applied on a composite material, the stress field
and its
at a point are inhomogeneous in the micro scale. The mean stress
AC CE P
corresponding strain filed
,
are fiber, interphase and matrix stresses and strains,
TE
where
(1)
in a typical mean volume V is described as [19]: (2)
Similarly, the mean strain is described in a similar way. The relationship between the mean strain and the mean stress can be correlated by: (3) Based on the concept suggested by Hill [20], there is a certain proportion between the fiber mean stress and the corresponding composite mean stress as: (4) where H is the global stress concentration tensor.
2.2. Dilute Eshelby model This model is introduced for dilute composites with low fiber volume fraction. The applied stress in the microscale is equal to the one applied in the macroscale [21]:
3
ACCEPTED MANUSCRIPT (5) where
is the applied stress at infinity. By a combination of Eqs. (4) and (5), the relation and stress in the macro scale was found as:
PT
between stress in the nanoscale
(6)
In order to correlate a relation between the stress fields at the nano and macro-scales, the first
2.3. Description of representative volume element
SC
RI
step is to select a representative volume element (RVE) explained in the next sub-section.
NU
Liu and Chen [22, 23] considered some RVEs with different cross-sections to study the effective mechanical properties of nanocomposites reinforced by CNTs. They proposed three nanoscale
MA
RVEs, i.e. cylindrical, square and hexagonal. They expressed that the cylindrical RVE can be used to study the CNTs that have different radii. They suggested that the square and hexagonal RVEs can be applied when the CNTs are arranged evenly in a square and in a hexagonal array,
D
respectively. Furthermore, when the CNTs are relatively long with a large aspect ratio, a
without any curvature.
TE
continuous cylindrical RVE can be used [22]. In this RVE, CNTs are assumed solid and straight
AC CE P
The properties of nanocomposites reinforced with CNTs are highly affected by the interphase. Barber et al. [24], McCarthy et al. [25], Lourie et al. [26], Jin et al. [27] and Zhu et al. [28] using different approaches observed a strong bond between CNTs and the resin. There are few evidences on confirming the weak bond between CNTs and polymers. Ajayan et al. [29] added CNTs into epoxy resin and showed that CNTs easily can be detached from the resin, instead of being ripped apart. This confirms the fact that there is weak bond between CNTs and polymers. It is worth mentioning that, Barber et al. [24] believed that the reason for weak interphase reported by Ajayan et al. [29] is the inhomogeneous dispersion of CNTs in polymer. Furthermore, the lack of post cure is one of the reasons for observing a decrease in nanocomposites properties in comparison with the resin properties. Kundalwal and Meguid [30], Shokrieh and Rafiee [31], and Seidel and Lagoudas [32] considered an equivalent solid continuum as an interphase material which characterizes the van der Waals interactions to determine the properties of CNTs/Polymer nanocomposites.
4
ACCEPTED MANUSCRIPT In the present research, a RVE containing a CNT surrounded by the interphase as a solid material and the neat resin was considered in order to estimate the fracture toughness enhancement due to
PT
CNTs debonding mechanism.
3. Description of fracture toughness enhancement
RI
In this section, a new model was proposed to investigate the effect of CNTs debonding at the
SC
debonding process zone (DPZ) on the fracture toughness of the CNTs/polymer nanocomposites. The fracture toughness of nanocomposites
as [12, 33]:
(7)
MA
toughening mechanisms
and the fracture toughness enhancement caused by different
NU
toughness of the pure epoxy
can be assumed as a summation of the fracture
In this study, fracture toughness improvement through CNTs debonding
is determined. It
must be noticed that a uniform CNTs distribution into the polymer is assumed. In addition, the
AC CE P
TE
D
contact between carbon nanotubes and agglomeration are neglected in the present model.
y
Macroscopic crack
DPZ
Micro-scale x
A
A
CNT Matrix Interphase Section A–A
Macro-scale
RVE
Nano-scale Fig. 1. Description of different scales
In order to determine the fracture toughness improvements
due to CNTs debonding from the
surrounding components, according to [33-37], the following relation was used:
5
ACCEPTED MANUSCRIPT
(8) where
is the DBR radius at
, see Fig. 1, and
is the strain energy density in the
RI
PT
RVE caused by toughening mechanism which can be obtained by:
is the strain energy through the debonding phenomenon and
, rn and
are the
SC
where
(9)
volume fraction, the mean outer radius and the mean length of CNTs, respectively.
NU
Considering the debonding phenomenon, the normal stresses cause the CNTs debonding from surrounding phases. The connection between radial stress
and the macroscopic stress fields
of the nanocomposites can be correlated by the following relation (Explained in more detail in
and
where
from the crack tip with an angle of , Fig.1:
and
TE
distance of
are the principal stresses in the macro-scale and can be calculated in a
D
,
(10)
(11)
AC CE P
where
MA
Appendix A):
are the Poisson’s ratio of nanocomposites and the radial distance from the crack
tip, respectively. Substituting Eqs. (11) into Eq. (10) gives the relation between the radial stress at the macro scale as function of the stress intensity factor and other parameters. (12) As mentioned, the radial stress around the CNT can be determined by: (13) here
the radial part of stress concentration tensor (see section 4.3.) and
macro–scale radial stress as the average value of the radial stress
is the effective
in the DPZ [37]. Therefore,
by using Eq. (12): (14)
6
ACCEPTED MANUSCRIPT Inserting Eqs. (12) and (14) into Eq. (13), the radial stress component at the neighborhood of the nanotubes can be given by:
PT
(15)
SC
RI
Therefore, the crack tip element radius (see Fig.1) was obtained as:
(16)
At the crack initiation, the radius of the crack tip element can be expressed as [12]:
NU
(17)
here
is the critical stress in nano–scale which is responsible for CNTs debonding from the
(18)
D
MA
surrounding components. By further noting that:
(19)
AC CE P
mechanism is then:
TE
From Eqs. (18) and (19), the fracture toughness improvements induced by toughening
where f is a factor calculated in detail in Appendix A. Moreover,
is the nanocomposites
Young’s modulus. As it is obvious from the above equations, the fracture toughness improvement caused by CNTs debonding can be rewritten as:
where
(20)
(21) In order to find the strain energy due to the CNTs debonding, the stress and displacement fields at the nanoscale must be determined. In addition, the radial part of concentration tensor and the critical debonding stress will be approximated in the next sections.
4. The strain energy due to debonding In this section, the strain energy due to debonding of a CNT from the surrounding interphase is estimated. According to Ref. [10], this value is given by: 7
ACCEPTED MANUSCRIPT (22) where
and
are defined as the displacement of outer surface of the pure matrix phase along
PT
the radial direction after and before of the CNT debonding, respectively. Moreover, P is the applied force on the outer surface of the pure matrix phase and is obtained by:
RI
(23)
Thus, the stress and displacement fields of the RVE at two different conditions; initial debonding
SC
and post debonding must be analyzed.
NU
4.1. Stress and displacement field analysis before CNT debonding High aspect ratio of CNTs guarantees that the radial stress can be applied only to the RVE lateral
MA
surface. Since the CNT (n), the interphase (i) and the matrix (m) are considered as isotropic materials along the radius direction regarding the Cauchy continuum theory, the radial stresses
D
and the radial displacement in a cylindrical coordinate system (before the debonding process)
TE
can be written as [38]:
and
AC CE P
where
(24) (25)
are the coefficients of the k-th sub-domain before CNT debonding from the
surrounding components (b). Debonding takes place when the radial stress around the CNT reaches a critical value
as observed in Fig. 2. This figure schematically depicts the applied
stress on the CNT and its surrounding components before and after debonding. Therefore, boundary conditions and displacements continuity at the initiation of CNT debonding are introduced by: =
,
=
,
=
,
=
,
=
(26) where rn, rp and rm are the CNT, the interphase and the matrix outer radii in the RVE, respectively. Since the stress in the CNT must be finite, the coefficient
should be equal to
zero. Applying the boundary conditions and additionally displacements continuity on Eqs. (24)
8
ACCEPTED MANUSCRIPT and (25), all unknown coefficients can be determined. Finally, substituting the calculated coefficients
and
into Eq. (26) yields:
where
and
PT
(27) can be written as the product of functions of critical debonding and properties
SC
and
(28) (29)
are defined in detail in Appendix A.
NU
The functions
RI
of the CNT, the interphase and the pure resin.
MA
A
Interphase CNT
TE
Matrix
D
Matrix
B
Interphase
AC CE P
CNT
Fig. 2. Applied stresses on polymer phase and the CNT (A) before debonding (B) after debonding
4.2. Stress and displacement field analysis after CNT debonding After CNT debonding, radial stresses and governing equations for radial displacement in the cylindrical coordinate system [38] in different materials are given by: (30) (31) here
and
are the coefficients of the kth sub-domain after CNT debonding (a). In this state,
the applied stress between the CNT and resin is equal to zero while the stress
is applied along
the radius rm. Therefore, the equilibrium and compatibility conditions can be considered as:
9
ACCEPTED MANUSCRIPT = ,
=
, (32)
=
PT
All unknown coefficients can be determined by applying the boundary conditions and displacements continuity on Eqs. (30) and (31). Furthermore, the solution for the displacement
The functions
are defined by the following functions:
and
NU
and
(33)
(34) (35)
have been expressed in detail in Appendix A. Finally, by a combination
MA
where
SC
RI
results in:
of Eqs. (8), (21) and (23), the fracture toughness enhancement due to debonding can be rewritten
D
as the following normalized form:
TE
(36)
AC CE P
4.3. Solution for radial part of stress concentration tensor, As shown before, the radial component of stress concentration tensor can be determined by the following relation:
Inserting the condition
(37) into Eq. (37) reveals: (38)
Considering Eqs. (28) and (29), radial part of the stress concentration tensor can be rewritten as a function of mechanical properties and the radii of all phases as: (39)
4.4. Solution for debonding stress,
10
ACCEPTED MANUSCRIPT This section deals with the computing of due to debonding mechanism
as the critical debonding stress. The strain energy
creates a new surface of area
and hence the total
energy for detachment of a CNT from the surrounding polymer per unit area
PT
by:
can be calculated
RI
(40)
NU
SC
Inserting Eqs. (28), (29) and (34-36) into the last relation gives:
MA
is the critical debonding stress of the RVE containing two phases, disregarding the
D
where
(41)
TE
presence of the interphase. The normalized debonding stress, i.e., debonding stress around the CNT in the RVE with the presence of the interphase (
) divided by the debonding stress
AC CE P
around the CNT in the RVE without the presence of the interphase (
), can be defined as:
(42)
These equations similarity match the solutions presented by other researchers [10,37,39] for a model of spherical nanoparticles/resin nanocomposites. Jiang et al. [40] developed an analytical model based on the van der Waals force to determine the total energy for debonding of a CNT from the surrounding polymer. The cohesive energy or debonding energy per unit area can be calculated by the following equation: (43) where
is the mass density of polymer over mass unit of –CH2– (2.3×10-26 m-2) and
CNTs area density (3.82×10-19 m-2) [41]. Moreover,
11
and
is the
are Lennard–Jones parameters
ACCEPTED MANUSCRIPT which for epoxy-based nanocomposites reinforced with the CNTs are 0.0007459 nm.nN and 0.3825 nm, respectively [42].
PT
4.5. Estimating density and volume fraction of carbon nanotubes of nanocomposites The volume fraction of carbon nanotubes in nanocomposites is calculated using the following
SC
is the weight fractions of CNTs in nanocomposites,
NU
where
RI
equation [43]:
and
(44) are the CNT and the
resin density, respectively. The density of CNTs in terms of the density of graphene sheet (
MA
determined as follows [43]:
) is
(45)
TE
D
where rni stands for the mean inner radius of CNTs.
5. Case studies, results and discussion
AC CE P
In this section, using the data available in the literature [4,5], effects of main variable parameters on the normalized fracture toughness improvement and normalized debonding stress have been investigated. The CNTs weight fractions and the interphase characteristics, i.e., thickness and Young’s modulus, have been considered for this purpose. At the end, the effect of CNTs debonding on the fracture toughness calculated by means of the present model has been compared with experimental results. It must be mentioned that Wolfram Mathematica software [44] was used for implementing the multi-scale model. Experimental results are available from Ayatollahi et al. [4] and Gojny et al. [5]. Ayatollahi et al. [4] investigated the effect of adding of different weight fractions of multi-walled carbon nanotubes (MWCNTs), 0.1, 0.5 and 1 wt.%, on the fracture toughness of epoxy polymer. The yield strength, the Young’s modulus and the density of this epoxy have been reported as 68.35 MPa, 3.15 GPa and 1.11 gr/cm3, respectively. The influence of loading 0.1, 0.3 and 0.5 wt.% of double–walled carbon nanotubes (DWCNTs) on epoxy-based nanocomposites has been studied by Gojny et al. [5,6]. The yield strength, the Young’s modulus and the density of pure epoxy
12
ACCEPTED MANUSCRIPT polymer are 63.8 MPa, 2.6 GPa and 1.19 gr/cm3, respectively. The data, relevant references and properties used in the present analysis have been summarized in Table 1.
PT
Table 1. Summary of all properties of experimental results found literature and used in the
RI
present study.
Enc (GPa)
γi (J/m2)
3.15
---
---
3.24
0.170
757.9
3.51
0.170
757.9
0.890
3.69
0.170
757.9
0
2.60
---
---
10
0.121
2.785
0.182
812.5
10
0.362
2.885
0.182
812.5
10
0.604
2.790
0.182
812.5
CNTs
Ref.
rn (nm)
ln (µm)
Vf %
0
---
[4]
---
---
0
0.1
MWCNT
[4]
7.50
20
0.089
0.5
MWCNT
[4]
7.50
20
0.445
1
MWCNT
[4]
7.50
20
0
---
[5]
---
---
0.1
DWCNT
[5]
1.40
0.3
DWCNT
[5]
1.40
0.5
DWCNT
[5]
1.40
Yi
(MPa)
TE
D
MA
NU
SC
wt.%
5.1. Effect of different parameters on fracture toughness improvement
AC CE P
Several papers explored the effect of various characteristics of the interphase zone on the mechanical properties of CNTs-dispersed nanocomposites [45-47]. Different papers have expressed contradictory values for the interphase thickness and stiffness. It has been reported that the interphase thickness widely varied between 0.5 to 4 times of the CNT wall thickness [32,48]. According to the paper published by Kundalwal and Meguid [30], the interphase Young’s modulus is usually higher than that of the surrounding neat resin due to the polymer chains restricted mobility. Zhang et al. [49] assumed an interphase with Young’s modulus that falls between 1 to 10 times of that of the neat polymer matrix. For this reason, the Young’s modulus if the interphase is considered to vary between 1 to 8 times of that of the pure resin. Therefore, two normalized parameters, i.e., the interphase thickness normalized by the CNTs thickness and the interphase Young’s modulus normalized by the pure polymer Young’s modulus, can be defined as follows: (46)
13
ACCEPTED MANUSCRIPT (47) are the interphase normalized thickness and Young’s modulus, respectively.
where and
PT
The effects of the CNTs weight fraction on the normalized fracture toughness enhancement for both mentioned systems have been plotted in Figs. 3 to 6. The plots show that the occurring of
RI
debonding is a negligible energy dissipative mechanism at low CNTs loading. This trend has
SC
been observed by some researchers for the nanocomposites reinforced with spherical nanoparticles [10,38]. They proved that even though fracture toughness improvement due to
NU
nano-fillers debonding can be negligible but nano-fillers debonding is an ineludible state for the following toughening mechanisms like the yielding of nano-voids created by debonded particles.
MA
However, Figs. 3 and 4 indicate that the effect of the CNTs content on the normalized fracture toughness improvement clearly depends on the normalized interphase thickness. In addition, it is observed in Figs. 5 and 6 that the increase in fracture toughness is strongly influenced by the
D
normalized Young’s modulus. As seen in these plots, in order to highlight the effect of the
TE
interphase region, results for the RVE without the interphase zone is also have been illustrated
AC CE P
(t=0 and =1).
〖 𝐺〗_𝑑𝑏/𝐺_(𝐼𝑐,𝑚)
0.015
𝜆=2 𝛾=0.170 𝐽∕𝑚^2 𝑟_𝑛=7.5 𝑛𝑚 𝐸_𝑚=3.15 𝐺𝑃𝑎
0.012
𝑡_𝑒𝑓𝑓
0.009 0.006 0.003 0
0
0.2 0.4 0.6 0.8 MWCNTs weight fraction, wt.%
1
Fig. 3. Normalized fracture toughness enhancement due to debonding as a function of MWCNTs weight fraction (Eq. (36)); considering different normalized interphase thicknesses (t=0, 0.5, 1, 2, 3 and 4)
14
ACCEPTED MANUSCRIPT
𝜆=2 𝛾=0.182 𝐽∕𝑚^2 𝑟_𝑛=1.4 𝑛𝑚 𝐸_𝑚=2.6 𝐺𝑃𝑎
𝑡_𝑒𝑓𝑓
PT
0.0075
RI
0.0060 0.0045
SC
〖 𝐺〗_𝑑𝑏/𝐺_(𝐼𝑐,𝑚)
0.0090
0.0030
NU
0.0015 0.0000
0.1 0.2 0.3 0.4 DWCNTs weight fraction, wt.%
MA
0
0.5
Fig. 4. Normalized fracture toughness improvement through debonding as a function of
D
DWCNTs weight fraction (Eq. (36)); considering the RVE without the presence of the interphase
TE
zone (t=0) or the RVE with different normalized interphase thicknesses (t=0.5, 1, 2, 3 and 4)
〖 𝐺〗_𝑑𝑏/𝐺_(𝐼𝑐,𝑚)
AC CE P
0.016
𝑡_𝑒𝑓𝑓=1 𝛾=0.170 𝐽∕𝑚^2 𝑟_𝑛=7.5 𝑛𝑚 𝐸_𝑚=3.15 𝐺𝑃𝑎
0.012
𝜆=𝐸_𝑖/𝐸_𝑚
0.008
0.004
0 0
0.2 0.4 0.6 0.8 MWCNTs weight fraction, wt.%
1
Fig. 5. Normalized fracture toughness enhancement due to debonding versus the MWCNTs weight fraction (Eq. (36)). Different values of normalized Young’s modulus ( =1, 1.5, 2, 4 and 8) reveal the influence of this parameter on the normalized fracture toughness improvement.
15
ACCEPTED MANUSCRIPT
𝑡_𝑒𝑓𝑓=1 𝛾=0.182 𝐽∕𝑚^2 𝑟_𝑛=1.4 𝑛𝑚 𝐸_𝑚=2.6 𝐺𝑃𝑎
𝜆=𝐸_𝑖/𝐸_𝑚
PT
0.0075
0.005
RI
〖 𝐺〗_𝑑𝑏/𝐺_(𝐼𝑐,𝑚)
0.01
SC
0.0025
NU
0
0.1 0.2 0.3 0.4 DWCNTs weight fraction, wt.%
0.5
MA
0
Fig. 6. Influence of the DWCNTs weight fraction on the normalized fracture toughness improvement through debonding (Eq. (36)). Different values of normalized Young’s modulus
TE
D
( =1, 1.5, 2, 4 and 8) denote the effect of this parameter on the normalized fracture toughness increase.
AC CE P
5.2. Influence of the interphase characteristics on the debonding stress The effects of the interphase Young’s modulus and its thickness on the debonding stress around the carbon nanotubes are other important issues investigated by the present model (Eq. (42)). The normalized debonding stresses of both systems versus the normalized interphase thickness have been illustrated in Figs. 7 and 8. In addition, different values of the normalized Young’s modulus were used in order to observe the influence of this parameter on the normalized debonding stress. These plots show that the effect of the normalized debonding stress strongly depends on the normalized Young’s modulus as well as low values of the normalized interphase thickness. It can be concluded that for all values of the normalized Young’s modulus, the normalized debonding stress rapidly reaches a plateau when the normalized interphase thickness is approximately greater than two. It is worth mentioning that, when the normalized Young’s modulus is greater than 1 ( >1), the normalized debonding stress enhances.
16
ACCEPTED MANUSCRIPT 3.0
𝜆=8
𝜆=4
PT
2.0
RI
1.5 1.0 𝛾
0.5
SC
𝜎_𝑐𝑟∕𝜎_𝑐𝑟0
2.5
𝜆=1.5
𝜆=1
7 J∕m^ , 𝑟_𝑛=7.5 nm 𝐸_𝑚=3.15 GPa [3]
NU
0.0 2
4 𝑡_𝑒𝑓𝑓
6
8
10
MA
0
𝜆=2
Fig. 7. Normalized debonding stress versus the normalized interphase thickness for a 0.5 wt.% MWCNTs/epoxy system. Different values of normalized Young’s modulus reveal the influence
TE
D
of this parameter on the normalized debonding stress.
𝜆=8
AC CE P
3.0
𝜎_𝑐𝑟∕𝜎_𝑐𝑟0
2.5
𝜆=4
2.0
1.5
𝜆=2
1.0
𝛾
0.5
𝜆=1
𝜆=1.5
J∕m^ , 𝑟_𝑛=1.4 nm 𝐸_𝑚=2.6 GPa [5]
0.0 0
2
4 𝑡_𝑒𝑓𝑓
6
8
10
Fig. 8. Normalized debonding stress versus the normalized interphase thickness for a 0.3 wt.% DWCNTs/epoxy system. Different values of normalized Young’s modulus reveal the influence of this parameter on the normalized debonding stress.
17
ACCEPTED MANUSCRIPT 5.3. Comparison of results of the present model with the experimental data The effect of CNTs debonding mechanism on the fracture toughness of CNTs-based nanocomposites was evaluated by using a series of experimental data available in the literature and t = 1. The properties
PT
[4, 5]. In the modeling process (Eq. (36)), it was considered that
utilized in the present analysis have been summarized in Table 1. The fracture toughness
RI
obtained by experiments and the present model have been mentioned in Table 2. To improve the
SC
capability of the model, the effect of the energy dissipated by other mechanisms occurring at the nanoscale, such as the plastic void growth must be considered as well as the CNTs debonding
NU
mechanism.
MA
Table 2. Comparison between the fracture toughness obtained by experiments [4, 5] and the present multi-scale model including the contribution of CNTs debonding. CNTs
Ref.
GIc,nc (Exp.) (J/m2)
GIc,nc (Present model) (J/m2)
Difference (%)
0.0
---
[4]
742.4
742.4
---
0.1
MWCNT
[4]
951.5
743.2
21.9
0.5
MWCNT
[4]
1056.5
746.9
29.3
1.0
MWCNT
[4]
899.5
752.0
16.4
0.0
---
[5]
144.2
144.2
---
0.1
DWCNT
[5]
184.8
145.1
21.5
0.3
DWCNT
[5]
223.2
145.6
34.7
0.5
DWCNT
[5]
230.7
146.1
36.6
AC CE P
TE
D
wt.%
6. Conclusions This paper presents a multi-scale model to estimate the effect of CNTs debonding from its surrounding resin and the interphase on the fracture toughness of nanocomposites. The model was developed based on a correlation between the stress fields at the macro, micro and nanoscale. An RVE was considered in order to find the stress field around the CNT. Finally, the influence of CNTs loading on the fracture toughness enhancement due to energy dissipation by the CNTs debonding was investigated. In addition, the influences of the interphase thickness and its Young’s modulus on enhancement of the fracture toughness and the debonding stress were studied. Some conclusions are summarized as follows:
18
ACCEPTED MANUSCRIPT 1. The results clearly showed that the enhancement in fracture toughness is sensitive to the CNTs content.
2. It is worth noting that low values of the normalized interphase thickness (t<2) strongly
PT
affect the fracture toughness improvement and the debonding stress.
3. It was observed that the fracture toughness enhancement due to CNTs debonding and the
RI
debonding stress are strongly influenced by the interphase Young’s modulus.
SC
4. The obtained results sufficiently manifest that the proposed model can satisfactorily estimate the effect of CNTs debonding mechanisms on the fracture toughness of
NU
CNTs/epoxy nanocomposites.
MA
Appendix A. Calculating the radial stress causes debonding mechanism Considering a cylindrical RVE, the debonding phenomenon can be occurred by the radial stress. Assume that there is a plate with a single edge crack under mode I loading state, see Fig. A.1.
TE
D
Stress fields near the crack tip are calculated as:
AC CE P
(A.1)
It is obvious that
(A.2) (A.3) (A.4)
is one of the principal stresses (
) and
. The others
can be computed as: (A.5) Substituting Eqs. (A.1), (A.2) and (A.4) into the last relation, one obtains: (A.6)
19
ACCEPTED MANUSCRIPT These principal stresses are along the 1, 2 and 3 directions of a selected Cartesian coordinate system known as principal axis, see Fig. A.1. Consider a nanotube located in a 3-D space. A cylindrical coordinate system has been considered for the CNT.
PT
Two frames (r, , ) and (1, 2, 3) differ by orientation, as observed in Fig. A.1. Let Qij declare the cosine of the angles between the i-axis (i=r, , ξ) and the j-axis (j=1, 2, 3). The relation
RI
between the radial stress and principal stresses can be correlated as:
NU
SC
(A.7)
MA
3
AC CE P
TE
D
1
r
2
Fig. A.1. Principal axes and cylindrical coordinate system
The radial stress around the RVE and the principal stresses can be rewritten as:
where
,
and
(A.8) . Moreover,
and
.
Finally, it can be expressed that: (A.9) In order to compute the fracture toughness improvements, in Eq. (9)
is the DPZ radius at
. Therefore, Eq. (18) can be rewritten as: (A.10) From Eqs. (9) and (A.10), the fracture toughness improvements induced by toughening mechanisms is then:
20
ACCEPTED MANUSCRIPT
PT
(A.11)
SC
RI
Let us consider the following term of (A.11) as a factor:
Let the Poisson’s ratio of the nanocomposites be
and it was mentioned that
where
,
(A.13)
MA
NU
then:
(A.12)
. Using mean value theorem for definite double integral, the mean value of
D
this factor can be found as 2.48.
As mentioned, coefficients
TE
Appendix B. Determination of functions ,
,
and
and were expressed as the product of functions of
AC CE P
geometrical and mechanical properties of CNTs, interphase and matrix, and critical debonding stress. These functions can be defined in detailed forms as:
(B.1)
(B.2)
21
ACCEPTED MANUSCRIPT
(B.4)
MA
NU
SC
RI
PT
(B.3)
where superscripts n, i and m denote the properties of nanotubes, interphase and matrix, and
are Lame’s constants which are described as:
D
respectively. Moreover,
TE
(B.5)
AC CE P
References
(B.6)
[1] Hayes SA, Jones FR, Marshiya K, Zhang W. A self-healing thermosetting composite material. Composite Part:A 2007;38:1116–20. doi:10.1016/j.compositesa.2006.06.008. [2] Ladani RB, Wu S, Kinloch AJ, Ghorbani K, Zhang J, Mouritz AP, Multifunctional properties of epoxy nanocomposites reinforced by aligned nanoscale carbon. Materials and design 2016. doi:10.1016/j.matdes.2016.01.052. [3] Tang Y, Ye L, Deng S, Yang C, Yuan W. Influences of processing methods and chemical treatments on fracture toughness of halloysite – epoxy composites. Materials and design 2012;42:471–7. doi:10.1016/j.matdes.2012.06.036. [4] Ayatollahi MR, Shadlou S, Shokrieh MM. Fracture toughness of epoxy / multi-walled carbon nanotube nano-composites under bending and shear loading conditions. Materials and design 2011;32:2115–24. doi:10.1016/j.matdes.2010.11.034. [5] Gojny FH, Wichmann MHG, Kopke U, Fiedler B, Schulte K. Carbon nanotube-reinforced epoxy-composites: enhanced stiffness and fracture toughness at low nanotube content. Composites Science and Technology 2004;64:2363–2371. doi:10.1016/j.compscitech.2004. 04.002. [6] Gojny FH, Wichmann MHG, Fiedler B, Schulte K. Influence of different carbon nanotubes on the mechanical properties of epoxy matrix composites – A comparative study.
22
ACCEPTED MANUSCRIPT
AC CE P
TE
D
MA
NU
SC
RI
PT
Composites Science and Technology 2005;65:2300–13. doi:10.1016/j.compscitech. 2005. 04.021. [7] Paradise M, Goswami T. Carbon nanotubes – Production and industrial applications Materials and Design 2007;28:1477–89. doi:10.1016/j.matdes.2006.03.008. [8] Quaresimin M, Salviato M, Zappalorto M. Toughening mechanisms in nanoparticle polymer composites: experimental evidences and modeling. In: Qin Q and Ye J. Toughening Mechanisms in Composite Materials. Elsevier Ltd.; 2015, p. 113-133. doi:10.1016/B978-178242-279-2.00004. [9] Ritchie R. Mechanisms of Fatigue Crack Propagation in Metals, Ceramics and Composites: Role of Crack Tip Shielding. Materials Science and Engineering A 1988;103:15–28. [10] Williams JG. Particle toughening of polymers by plastic void growth Composites Science and Technology 2010;70:885–91. doi:10.1016/j.compscitech.2009.12.024. [11] Kunz-Douglass S, Beaumont PWR, Ashby MF. A model for the toughness of epoxy-rubber particulate composites. J Mater Sci 1980;15:1109–23. doi:10.1007/BF00551799. [12] Quaresimin M, Salviato M, Zappalorto M. A multi-scale and multi-mechanism approach for the fracture toughness assessment of polymer nanocomposites. Compos Sci Technol 2014;91:16–21. doi:10.1016/j.compscitech.2013.11.015. [13] Hsieh TH, Kinloch AJ, Masania K, Sohn Lee J, Taylor AC, Sprenger S. The toughness of epoxy polymers and fibre composites modified with rubber microparticles and silica nanoparticles. J Mater Sci 2010;45:1193–210. doi:10.1007/s10853-009-4064-9. [14] Adachi T, Osaki M, Araki W, Kwon S. Fracture toughness of nano-and micro-spherical silica-particle-filled epoxy composites. Acta Mater 2008;56:2101–9. doi:10.1016/j.actamat. 2008. 01.002. [15] Ashrafi B, Guan J, Mirjalili V, Zhang Y, Chun L, Hubert P, et al. Enhancement of mechanical performance of epoxy / carbon fiber laminate composites using single-walled carbon nanotubes. Compos Sci Technol 2011;71:1569–78. doi:10.1016/j.compscitech.2011. 06.015. [16] Thostenson ET, Chou T. Processing-structure-multi-functional property relationship in carbon nanotube / epoxy composites. Carbon 2006;44:3022–9. doi:10.1016/j.carbon.2006. 05.014. [17] Shadlou S. Fracture behavior of epoxy-based nanocomposites reinforced by MWCNTs. Ph.D. thesis, School of mechanical engineering, Iran university of science and technology 2011. [18] Mirjalili V, Hubert P. Modelling of the carbon nanotube bridging effect on the toughening of polymers and experimental verification. Compos Sci Technol 2010;70:1537–43. doi:10.1016/j.compscitech.2010.05.016. [19] Mori T, Tanaka K. Average stress in matrix and average elastic energy of materials with misfitting inclusions. Acta Metallurgica 1973;21(5):571-574. doi:10.1016/0001-6160(73) 90064-3. [20] Hill R. A self-consistent mechanics of composite materials. Journal of Mechanics and Physics of Solids 1965;13:213–222. doi:10.1016/0022-5096(65)90010-4. [21] Eshelby JD. Elastic inclusions and inhomogeneities. Progress in solid mechanics 1961;2(1) :89-140. [22] Liu YJ, Chen XL. Evaluations of the effective material properties of carbon nanotube-based composites using a nanoscale representative volume element. Mechanics of Materials 2003;35:69–81. doi:10.1016/s0167-6636(02)00200-4.
23
ACCEPTED MANUSCRIPT
AC CE P
TE
D
MA
NU
SC
RI
PT
[23] Chen XL, Liu YJ. Square representative volume elements for evaluating the effective material properties of carbon nanotube-based composites. Computational Materials Science 2004;29:1–11. doi:10.1016/S0927-0256(03)00090-9. [24] Barber AH, Cohen SR, Kenig S, Wagner HD. Interfacial fracture energy measurements for multi-walled carbon nanotubes pulled from a polymer matrix. Composites Science and Technology 2004;64:2283–9. doi:10.1016/j.compscitech.2004.01.023 [25] Mccarthy B, Coleman JN, Czerw R, Dalton AB, Panhuis M, Maiti A, et al. A Microscopic and Spectroscopic Study of Interactions between Carbon Nanotubes and a Conjugated Polymer. J Phys Chem B 2002;23:2210–6. doi=10.1021/jp013745f. [26] Lourie O, Wagner HD. Evidence of stress transfer and formation of fracture clusters in carbon nanotube-based composites. Composite science and technology 1999;59:975–7. doi=10.1016/s0266-3538(98)00148-1. [27] Jin L, Bower C, Zhou O. Alignment of carbon nanotubes in a polymer matrix by mechanical stretching stretching. Applied Physics Letters 2012;1197:1–4. doi:10.1063/1.122125. [28] Zhu BJ, Peng H, Rodriguez-macias F, Margrave JL, Khabashesku VN, Imam AM, et al. Reinforcing Epoxy Polymer Composites Through Covalent Integration of Functionalized Nanotubes. Advanced Functional Materials 2004;14(7):643–8. doi:10.1002/adfm. 200305162. [29] Ajayan BPM, Schadler LS, Giannaris C, Rubio A. Single-Walled Carbon NanotubePolymer Composites : Strength and Weakness. Advanced Material 2000;12:750–3. doi:10.1002/(SICI)1521-4095(200005)12:10<750::AID-ADMA750>3.0.CO;2-6. [30] Kundalwal SI, Meguid SA. Micromechanics modelling of the effective thermoelastic response of nano-tailored composites, European Journal of Mechanics – A/Solids 2015;53: 241–253. doi: 10.1016/j.euromechsol.2015.05.008. [31] Shokrieh MM, Rafiee R. Prediction of mechanical properties of an embedded carbon nanotube in polymer matrix based on developing an equivalent long fiber. Mech. Res. Commun. 2010;37: 235-240. http://dx.doi.org/10.1016/j.mechrescom.2009.12.002. [32] Seidel GD, Lagoudas DC. Micromechanical analysis of the effective elastic properties of carbon nanotube reinforced composites. Mechanics of materials 2006;38:884–907. doi:10.1016/j.mechmat.2005 .06.029. [33] Freund LB, Hutchinson JW. High strain-rate crack growth in rate-dependent plastic solids. J Mech Phys Solids 1985;33:169–91. doi:10.1016/0022-5096(85)90029-8. [34] Lauke B. On the effect of particle size on fracture toughness of polymer composites. Compos Sci Technol 2008;68:3365–72. doi:10.1016/j.compscitech.2008.09.011. [35] Huang Y, Kinloch AJ. Modeling of the Toughening Mechanisms in Rubber-Modified Epoxy Polymers Part II: A Quantitative Description of the Microstructure Fracture Property Relationships. J Mater Sci 1992;27:2763–9. doi:10.1007_bf00540702. [36] Evans AG, Williams S, Beaumont PWR. on the Toughness of Particulate Filled Polymers. J Mater Sci 1985;20:3668–74. doi:10.1007_bf01113774. [37] Zappalorto M, Salviato M, Quaresimin M. Influence of the interphase zone on the nanoparticle debonding stress. Compos Sci Technol 2011;72:49–55. doi:10.1016/j. compscitech.2011.09.016. [38] Sadd MH. Elasticity Theory, Applications, and Numerics. Elsevier Inc; 2005. [39] Chen JK, Huang ZP, Zhu J. Size effect of particles on the damage dissipation in nanocomposites. Compos Sci Technol 2007;67:2990–6. doi:10.1016/j.compscitech.2007 .05.020.
24
ACCEPTED MANUSCRIPT
AC CE P
TE
D
MA
NU
SC
RI
PT
[40] Jiang LY, Huang Y, Jiang H, Ravichandran G, Gao H. A cohesive law for carbon nanotube / polymer interfaces based on the van der Waals force. Journal of the Mechanics and Physics of Solids 2006;54:2436–52. doi:10.1016/j.jmps.2006.04.009. [41] Tan H, Jiang LY, Huang Y, Liu B, Hwang KC. The effect of van der Waals-based interface cohesive law on carbon nanotube-reinforced composite materials. Compos Sci Technol 2007;67:2941–6. doi:10.1016/j.compscitech.2007.05.016. [42] Fereidoon A, Rajabpour M, Hemmatian H. Fracture analysis of epoxy / SWCNT nanocomposite based on global – local finite element model. Compos Part B 2013;54:400– 8. doi:10.1016/j.compositesb.2013.05.020. [43] Thostenson ET, Chou T-W. On the elastic properties of carbon nanotube-based composites: modelling and characterization. J Phys D Appl Phys 2003;36:573–82. doi:10.1088/00223727/36/5/323. [44] Wolfram.org, Wolfram Mathematica: Modern Technical Computing. Mathematica 10.0., https://www.wolfram.com/mathematica. [45] Herasati S, Zhang LC, Ruan HH. A new method for characterizing the interphase regions of carbon nanotube composites. Int J Solids Struct 2014;51:1781–91. doi:10.1016/j.ijsolstr. 2014.01.019. [46] Montazeri A, Naghdabadi R. Investigation of the Interphase Effects on the Mechanical Behavior of Carbon Nanotube Polymer Composites by Multiscale Modeling. Journal of Applied Polymer Science 2010;117: 361–367. doi:10.1002_app.31460. [47] Saber-Samandari S, Afaghi Khatibi A. The Effect of Interphase on the Elastic Modulus of Polymer Based Nanocomposites. Key Eng Mater 2006;312:199–204. doi:10.4028 /www.scientific.net/KEM.312.199. [48] Lau K, Gu C, Hui D. A critical review on nanotube and nanotube / nanoclay related polymer composite materials. Composites: Part B 2006;37:425–36. doi:10.1016/j.compositesb .2006 .02.020. [49] Zhang Y, Zhao J, Jia Y, Mabrouki T, Gong Y, Wei N, Rabczuk T. An analytical solution on interface debonding for large diameter carbon nanotube-reinforced composite with functionally graded variation interphase. Composite Structures 2013;104:261–269. http://dx.doi.org/10.1016/j.compstruct.2013.04.029.
25
ACCEPTED MANUSCRIPT
AC CE P
TE
D
MA
NU
SC
RI
PT
Graphical abstract
26
ACCEPTED MANUSCRIPT Highlights
• The effect of CNTs debonding phenomenon as a zone shielding mechanism has been
PT
RI
SC
NU MA
•
D
•
TE
•
AC CE P
•
investigated using a multi-scale model. The relations between macro, micro and nano-scale were correlated in order to present the model. A representative volume element contains a CNT, interphase and matrix was selected for studying the energy dissipated by debonding mechanism. Fracture toughness improvement was formulated as a function of the strain energy, CNTs volume fraction and properties of involved materials. Effects of the CNTs weight fraction and interphase properties on the fracture toughness enhancement and debonding stress were illustrated.
27