Kim Bang Tran was born in Ho Chi Minh City
in Viet Nam. He graduated from Faculty of
Applied Science, Engineering Mechanics in Ho
Chi Minh City University of Technology, VNUHCM. He got the B.S. and M.S degree in
Engineering Mechanics in 2009 and 2012,
respectively. His current job is a lecturer in Ho
Chi Minh City University of Technology. His
research interest consists numerical method,
fracture mechanics.
The Huy Tran was born in Binh Phuoc province
in Viet Nam. He is the student of Faculty of
Applied Science, Engineering Mechanics, Ho Chi
Minh City University of Technology, VNU-HCM.
His research interest consists finite element
method, structural analysis.
Quoc Tinh Bui was born in Quang Nam province
in Viet Nam. He graduated from University of
Natural Science, VNU-HCM. He got the B.S.
degree in Mathematics and Computer Sciences in
2002, European M.S degree in Mechanics of
Constructions in 2005 and Ph.D degree in
Mechanical Engineering in 2009. Dr. Bui’s areas
of expertises are computational mechanics with an
emphasis on failure and damage mechanics of
materials and structures using the finite element
models, soft-computing and parallel computing
platforms, numerical methods developments
including/extended finite elements, (enriched)
meshfree methods, isogeometric analysis, phase
field modeling, etc. for structural analysis in
composite materials.
Tich Thien Truong was born in Ca Mau
province in Viet Nam. He graduated from Faculty
of Mechanical Engineering in Ho Chi Minh City
University of Technology, VNU-HCM. He got
the B.S, M.S degree in Mechanical Engineering in
1986 and 1992, respectively and Ph.D degree in
Mechanical Engineering in 2001. His current job
is a Vice Dean of Faculty of Applied Science and
a lecturer in Ho Chi Minh City University of
Technology. His research interest consists
numerical method, fracture mechanics, structural
analysis
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Tạp chí Phát triển Khoa học và Công nghệ, tập 20, số K3-2017
119
Abstract— Functionally graded material is of
great importance in many engineering problems.
Here the effect of multiple random inclusions in
functionally graded material (FGM) is investigated
in this paper. Since the geometry of entire model
becomes complicated when many inclusions with
different sizes appearing in the body, a methodology
to model those inclusions without meshing the
internal boundaries is proposed. The numerical
method couples the level set method to the extended
finite-element method (X-FEM). In the X-FEM, the
finite-element approximation is enriched by
additional functions through the notion of partition
of unity. The level set method is used for
representing the location of random inclusions.
Numerical examples are presented to demonstrate
the accuracy and potential of this technique. The
obtained results are compared with available
refered results and COMSOL, the finite element
method software.
Index Terms— Extended finite-element method;
multiple; random; inclusions, functionally graded
material.
Manuscript Received on March 15th, 2017, Manuscript
Revised on November 01st, 2017.
This research is funded by Ho Chi Minh City University of
Technology –VNU-HCM, under grant number T-KHUD-
2016-69.
Kim Bang Tran, Ho Chi Minh City University of
Technology, VNU-HCM, Vietnam (e-mail:
tkbang@hcmut.edu.vn).
The Huy Tran, Ho Chi Minh city University of
Technology, VNU-HCM, Vietnam. (e-mail:
thehuydhbk@gmail.com).
Tinh Quoc Bui, Department of Civil and Environmental
Engineering, Tokyo Institute of Technology, Japan (e-
mail:tinh.buiquoc@gmail.com).
Tich Thien Truong, Ho Chi Minh city University of
Technology, VNU-HCM, Vietnam (e-mail:
tttruong@hcmut.edu.vn).
1 INTRODUCTION
omogeneous materials often find it difficult
to meet complex requirements in important
technical areas. This problem can be solved by
using Functionally Graded Materials (FGM).
FGM is a composite material whose mechanical
properties change with a mathematical function.
This function can contain a variable that is the
coordinates of a point on an object. Because the
material properties change throughout the body,
FGM is of great interest in various technical
fields. The main advantage of FGM is that there is
no boundary between two different materials and
therefore will not lead to discontinuous stress field
in the body, despite the fact that the material
properties may change drastically. In addition, the
FGM can be created to optimize the stress
distribution in the material. This is one of the new
generation materials. In recent years, FGM has
been used in most modern engineering disciplines,
such as insulation in gas turbine engines, missile
launchers, sensors, nanostructured materials and
especially in space industry.
Functionally graded materials were used as
alternative materials in some applications. Their
special feature makes them very useful in
reducing stress concentration but the exist of
inclusion may reduce its stiffness. So, modeling
the inclusion in FGM play a greatly important role
in practice because they may cause the failure.
Most of the problem of discontinuous interfaces
such as holes and inclusion is investigated with
homogeneous material [1-3], [5] or the FGM
structure contains only one defect such as void
[4]. When modeling the interface problems by
means of the finite element methods, the defect
faces must be coincided with the edge of the
elements and the FEM has encountered many
Extended finite-element method for modeling
the mechanical behavior of functionally graded
material plates with multiple random inclusions
Kim Bang Tran, The Huy Tran, Quoc Tinh Bui and Tich Thien Truong
H
120 Science and Technology Development Journal, vol 20, no.K3- 2017
difficulties. To overcome these difficulties, the
extended finite element method (XFEM) was
developed to solve those problems. In this paper,
we present the XFEM for modeling multiple
random inclusions in a finite FGM plate with
arbitrarily varying elastic properties in the
transverse direction. Poisson’s ratio is held
constant and Young’s modulus is considered to
vary across the radius and x-axis
2 EXTENED FINITE ELEMENT METHOD FOR
MATERIAL DISCONTINUITY PROBLEMS
When multiple inclusions appear in objects
with random sizes and positions, traditional finite
element grids need to follow the profile of these
particles. In the XFEM, the presence of inclusion
does not alter the original element mesh. XFEM
allows particle boundaries to cut through the
mesh. The behavior of particles will be described
by the enrichment function.
2.1 Level set method for inclusions detection
In XFEM, the level set method is used to detect
discontinuous boundaries. According to [3], a
boundary of an inclusion can be considered a
material interface.
To calculate the normal level set function ,
consider Γ is the geometry of an inclusion. At any
point x, we define the scattering point xΓ on the
boundary so that the distance ||x - xΓ|| Is the
smallest. The level set function can be
expressed as follows
min xx x x
(1)
The appearance of inclusion with a particular
boundary Γ can be detected by the level set value
as depicted in Fig. 1. In the whole body, < 0 at
any point located inside the domain bounded by
and > 0 at any point located outside the domain.
Fig. 1. Signed distance function
If the particle is in circular form, the value
can be calculated as follows
c c
x x r (2)
With xc and rc is the center and radius of the
impurity particle.
2.2 Enrichment functions for material
discontinuities
To describe the physical properties of a
material discontinuities element, we will use the
absolute enrichment function as depicted in Fig. 2.
According to [3], this function can be defined as
the absolute value of the signed distance function
as follow
( )x x (3)
Fig. 2. Jump function
Within a certain element, (x) can be obtained
by interpolating the nodal signed distances using
the partition of unity as
( ) I I
I
x N x (4)
χ(x) can be calculated by interpolating the nodal
signed distances within an element
( )I I
I
x N x x (5)
Where NI is shape function at node I
Smoothing of χ away from the element layer
containing the interface yields
Ix x
(6)
as shown in Fig. 3
Fig. 3. Jump function after smoothing
After smoothing, the absolute enrichment
function takes the form
( ) ( )I I I I
I I
x N x x N x x
(7)
Tạp chí Phát triển Khoa học và Công nghệ, tập 20, số K3-2017
121
The derivative of absolute enrichment function
with respect to x is given as shown in Fig. 4 by
,
( )
( )
( )
( )
( )
I
x I
I
I I
I I
I
I
I I
I
N x
x x
x
N x x
N x
x
x
N x x
(8)
Fig. 4. Jump function after smoothing
2.3 XFEM for material interface
According to [3], the displacement field of a
two-dimensional element with material
discontinuity will be of the following form
1
r
n
j j j
j
j n
u N u a
x x x (9)
N is the total number of nodes and n is the
number of nodes under the element; u is the
transposing element at the nodes of the element as
in the finite element method, a is the degree of
freedom added at the enriched nodes and χ (x) is
the enrichment function to describe the material
discontinuity of the material boundary elements
passing through.
With the stiffness matrix K of the enriched
elements will be computed according to the
formula
uu ua
ij ije
ij au aa
ij ij
K K
K
K K
(10)
, ,
e
T
rs r s
ij i j
K B B d
r s u a
W
W
D (11)
,
,
, ,
0
0
i x
b
i i y
i iy x
N
B N
N N
(12)
As the FGM has the properties changing
throughout the body, we need to divide the
problem domain into a set of elements and
obtained the information on node coordinates to
take the Gaussian integral. Repeat on each Gauss
point: compute the deformation matrix B at the
Gauss point under consideration, compute the
material matrix D at the point Gauss is
considering, compute the element's stiffness
matrix, assemble the element stiffness matrix into
the global stiffness matrix.
3 NUMERICAL EXAMPLES
3.1 Square plate with one circular inclusion
In the first example, a square plate with a
circular inclusion is considered [1]. The model
geometry and boundary conditions are described
in Fig. 5. The plate side is L=5 m and the external
load is q = 100 N/m. The lower edge of the plate
is clamped. The matrix and inclusion materials are
taken such as E1 = 3.107N/m2, ν1=0.3 and E2 =
3.106N/m2, ν2=0.25. Plane stress state is
investigated. The XFEM mesh and enriched nodes
are presented for this example in Fig. 6
Fig.5. Square plate with one circular inclusion
Fig.6. XFEM mesh and enriched nodes
We check the accuracy of the XFEM by
comparing the obtained solutions with those given
in previous work [1] as depicted in Fig. 7 and Fig.
8.
122 Science and Technology Development Journal, vol 20, no.K3- 2017
The ux displacement comparison is performed
for the points along the horizontal red solid line of
Fig. 5
Fig.7. ux displacement comparison
The uy displacement comparison is performed
for the points along vertical blue solid line of
Fig.5.
Fig.8. uy displacement comparison
We can see that the displacement results
obtained by the XFEM matches well with those
refered results [1], using GDQFEM.
3.2 FGM plate with material variation in the x-
direction with seven circular inclusions
In the next example, we consider a rectangular
isotropic FGM plate with material variation in the
Cartesian x-direction, the dimensions and are
depicted in Fig. 9. The external load is q = 1
N/m2. The lower edge of the plate is clamped and
plane strain state is assumed. The plate contains
seven circular inclusions. All inclusions have
different radius and different positions as depicted
in table 1. The Poisson’s ratio of the matrix is
assumed to be constant = 0.3 and the elastic
modulus E of the matrix varies exponentially from
the left to the right edge as follow
30 0 where 10 Pa and 2
x
E x E e E
The Poisson’s ratio of the inclusion is assumed
to be constant = 0.35 and the elastic modulus E
of the matrix varies exponentially from the left to
the right edge as follow
30 0 where 2.10 Pa and 2
x
E x E e E
TABLE I
POSITIONS OF INCLUSION
Number X- position
(m)
Y- position
(m)
Radius
(m)
1 0.25 0.5 0.07
2 0.5 0.5 0.085
3 0.5 1 0.2
4 0.75 0.5 0.12
5 0.25 1.4 0.12
6 0.5 1.8 0.08
7 0.75 1.5 0.13
Fig.9. FGM plate with material variation in the x-direction
with seven circular inclusions.
We compare the finite element method (FEM)
solution to that obtained by XFEM.
Tạp chí Phát triển Khoa học và Công nghệ, tập 20, số K3-2017
123
Fig.10. Comparison of displacement results ux between XFEM
and FEM
Fig.11. Comparison of displacement results uy between XFEM
and FEM
Fig.12. Comparison of stress results yy between XFEM and
FEM
TABLE 2
COMPARISON OF RESULTS BETWEEN XFEM AND
FEM
Displacement
(m)
XFEM FEM %ERROR
Max(uy) 0.001343 0.001344 0.07%
Min(uy) 0 0 0%
Max(ux) 0.001322 0.001325 0.22%
Min(ux) -1.58.10-5 -1.59.10-5 0.62%
The computed results obtained by the XFEM
and the FEM are listed in Table 2 including the
percentage errors. The minimum and the
maximum displacement obtained by the XFEM
matches well with those derived from the FEM.
The stress and displacement field of the plate are
sketched in subsequent Fig. 10-12.
4 CONCLUSION
In this paper, an advanced of the XFEM is
proposed for modeling multiple random
inclusions in functionally graded material. It was
observed that XFEM leads to very accurate results
when compared with FEM and is suitable for
solving discontinous problem when many
inclusions with different sizes appear in the body.
124 Science and Technology Development Journal, vol 20, no.K3- 2017
It is convenient to treat those inclusions without
meshing the internal boundaries because of the
enrichment function. So the inclusion can be
easily insert in the model regardless of the mesh
generation. The presented approach has shown
several advantages and it is promising to be
extended to more complicated problems such as
modeling the body containning different
discontinuity boundaries such as crack, void and
inclusion.
REFERENCES
[1] E. Viola, F. Tornabene, E. Ferretti and N. Fantuzzi, “On
Static Analysis of Composite Plane State Structures via
GDQFEM and Cell Method”, CMES, vol.94, no.5, pp.
421-458, 2013.
[2] J. Zhang, Zh. Qu, Q. Huang, “Elastic fields of a finite plate
containing a circular inclusion by the distributed
dislocation method”, Archive of Applied Mechanics, vol.
86, no. 4, pp 701–712, 2016.
[3] N. Sukumar, D.L. Chopp, N. Moes and T. Belytschko,
“Modeling holes and inclusions by level sets in the
extended finite-element method”, Comput. Methods Appl.
Mech. Engrg, vol. 190, pp. 6183–6200, 2001.
[4] Q. Yang, C. Gao and W. Chen, “Stress analysis of a
functional graded material plate with a circular hole”,
Arch Appl Mech, vol. 80, pp. 895–907, 2010.
[5] R. D. List and J. P. O. Silberstein, “Two-dimensional
elastic inclusion problems”, Mathematical Proceedings of
the Cambridge Philosophical Society, vol. 62, no. 2, pp.
303-311, 1966.
[6] X. An, G. Ma, Y. Cai, H. Zhu, “A new way to treat material
discontinuities in the numerical manifold method”,
Comput. Methods Appl. Mech. Engrg, vol. 200, pp. 3296–
3308, 2011.
[7] Y. Krongauz, T. Belytschko, “EFG approximation with
discontinuous derivatives”, Int. J. Numer. Meth. Engrg,
vol. 41, pp. 1215–1233, 1998.
Kim Bang Tran was born in Ho Chi Minh City
in Viet Nam. He graduated from Faculty of
Applied Science, Engineering Mechanics in Ho
Chi Minh City University of Technology, VNU-
HCM. He got the B.S. and M.S degree in
Engineering Mechanics in 2009 and 2012,
respectively. His current job is a lecturer in Ho
Chi Minh City University of Technology. His
research interest consists numerical method,
fracture mechanics.
The Huy Tran was born in Binh Phuoc province
in Viet Nam. He is the student of Faculty of
Applied Science, Engineering Mechanics, Ho Chi
Minh City University of Technology, VNU-HCM.
His research interest consists finite element
method, structural analysis.
Quoc Tinh Bui was born in Quang Nam province
in Viet Nam. He graduated from University of
Natural Science, VNU-HCM. He got the B.S.
degree in Mathematics and Computer Sciences in
2002, European M.S degree in Mechanics of
Constructions in 2005 and Ph.D degree in
Mechanical Engineering in 2009. Dr. Bui’s areas
of expertises are computational mechanics with an
emphasis on failure and damage mechanics of
materials and structures using the finite element
models, soft-computing and parallel computing
platforms, numerical methods developments
including/extended finite elements, (enriched)
meshfree methods, isogeometric analysis, phase
field modeling, etc. for structural analysis in
composite materials.
Tich Thien Truong was born in Ca Mau
province in Viet Nam. He graduated from Faculty
of Mechanical Engineering in Ho Chi Minh City
University of Technology, VNU-HCM. He got
the B.S, M.S degree in Mechanical Engineering in
1986 and 1992, respectively and Ph.D degree in
Mechanical Engineering in 2001. His current job
is a Vice Dean of Faculty of Applied Science and
a lecturer in Ho Chi Minh City University of
Technology. His research interest consists
numerical method, fracture mechanics, structural
analysis.
Tạp chí Phát triển Khoa học và Công nghệ, tập 20, số K3-2017
125
Tóm tắt— Vật liệu phân lớp chức năng (functionally graded material – FGM) là loại vật liệu tiên tiến, được ứng
dụng nhiều trong các lĩnh vực kỹ thuật hiện đại. Sự xuất hiện của các hạt tạp chất sẽ ảnh hưởng phần nào tới độ bền
và ứng xử của vật liệu. Bài báo này mô tả sự ảnh hưởng của các hạt tạp chất nằm lẫn trong tấm phẳng FGM. Biên
hình học của vật thể sẽ trở nên phức tạp khi có nhiều tạp chất xuất hiện ngẫu nhiên. Phương pháp phần tử hữu hạn
mở rộng được áp dụng để tránh việc phải xây dựng biên hình học khác nhau của những hạt tạp chất. Trong phương
pháp số này, sự xấp xỉ phần tử hữu hạn sẽ được thêm vào các hàm làm giàu để mô tả tính chất vật lý của biên bất
liên tục vật liệu. Một vài ví dụ mô phỏng số sẽ được đề cập để chứng tỏ ưu thế của phương pháp phần tử hữu hạn
mở rộng khi áp dụng vào bài toán bất liên tục vật liệu. Các kết quả tính toán sẽ được so sánh với kết quả của bài báo
khoa học uy tín khác và kết quả thu được từ phần mềm COMSOL, phần mềm dựa trên phương pháp phần tử hữu
hạn.
Từ khóa— Phương pháp phần tử hữu hạn mở rộng; ngẫu nhiên; tạp chất, vật liệu phân lớp chức năng
Phương pháp phần tử hữu hạn mở rộng
trong mô phỏng ứng xử cơ học của
tấm vật liệu phân bố chức năng
có tạp chất phân bố ngẫu nhiên
Trần Kim Bằng, Trần Thế Huy, Bùi Quốc Tính, Trương Tích Thiện
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