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TRANSCRIPT
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Optimal Sub-parametric Finite Element Approach for a Darcy-Brinkman Fluid Flow Problem through a circular
channel using curved triangular elements.
V. Kesavulu Naidu 1, Dipayan Banerjee 2 ,K. V. Nagaraja 3 ,P.G. Siddheshwar 4 .1,3Department of Mathematics, Amrita School of Engineering, Bengaluru, Amrita Vishwa Vidyapeetham, Amrita University, India.
2Department of Mechanical Engineering, Amrita School of Engineering, Bengaluru, Amrita Vishwa Vidyapeetham, Amrita University, India.
4Department of Mathematics, Jnana Bharathi Campus, Bangalore University, Bangalore
Am
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f Eng
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Flow of the presentation
1. Introduction and objectives
2. The use of parabolic arcs
3. FEM solution of Darcy-Brinkman equation
4. Conclusions
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1. Oil recovery, Oil conveyance
2. Nuclear waste disposal using porous media
3. Soil Mechanics to understand Civil Engineering problems.
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1. IntroductionMotivationSome examples from real life involving PDE’s
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Solution of PDE’s
A. Analytical methods
1. Separation of variables2. Method of characteristics3. Integral transform4. Change of variables, etc.,
B. Numerical methods
1. Finite element method(FEM)2. Finite difference method(FDM), etc.,
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Differences Between FEM and FDM FEM handles complicated geometries. FDM in its basic
form is restricted to handle rectangular shapes
Mathematical foundation of the FEM is more sound than FDM
The quality of a FEM approximation is often better than in the corresponding FDM approach
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FEM Curved boundaries are often more accurately modeled by the fewer
curved triangular elements than by more straight edged triangular elements. The effort needed to obtain solutions is usually reduced
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Experience gained from the study:
I. Computation using classical finite element method that makes use of straight edged triangular elementsInadequacy Greater input Requires more computation time Require more memory space
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Summary of the present work The use of parabolic subparametric transformations for higher
order triangular elements is realized.
Got the feel of finite element method of solving of some PDE’s involving regular and irregular geometries
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Experience gained from the study(Cont…):
II. Computation using non-classical finite element method that makes use of curved triangular elementsBenefits Lesser input Requires less computation time Require less memory space
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Objectives of the present work
To solve Darcy-Brinkman(linear partial differential equation) over any curved domain using Galerkin finite element method and reduce computational effort & improve the accuracy.
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2. “ The use of parabolic arcs in matching curved boundaries by point transformations for some
higher order triangular elements”
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The curved triangular element was introduced into structural analysis by Ergatoudis, Irons and Zienkiewicz [1968]
The reference to the above can be found in
Felippa and Clough[1970]
Ciarlet and Raviart [1972]
Strang and Fix[1973]
Zlamal [1973]
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2.1 Introduction
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Mitchel [1976] describes three approaches to this problem
First Method: A transformation of the entire domain onto some standard shape which is not FEM
Second Method: The rational basis functions are constructed to match the curved boundaries
Third Method: The isoparametric method
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Mapping of a 6-node quadratic curve triangle into standard triangle
Mapping of a 10-node cubic curve triangle into standard triangle
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2.2 Point transformations for triangular elements with one curved boundaryThe transformation formulae
2
)2)(1(
1
)( ),(,),(
nn
ii
ni yxttNt
refers to the triangular element shape functions
Using the standard formulae to the straight sides 3-1 and 3-2 , then the above equation reduces to
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),()( niN
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)(
)()(1132
)(31
)(3
)()( )3()()()(),(jinji
jinij
nnnnn anHtattmttmtmtm ),(),7,6,5,4,3,2,1,1( yxtnnji
Subparametric transformation is obtained by systematically choosing the points on the curved boundary and interior points)
)7,6,5,4(,,)()(),( )(1132313 nyxtAtttttt n
)(
)(11)(
11 )( n
nn
ma
tA where
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Subparametric transformation
Isoparametrictransformation
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Explicit form of the Jacobians
yxyxyxJ
),(),(),( 210),( J
where))(())(( 313232210 yyxxyyxx
)()()()( )(1131
)(11311 xAyyyAxx nn
)()()()( )(1132
)(11322 yAxxxAyy nn
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Sl. No.
Advantages of subparametric point
transformation
Disadvantages of isoparametric point transformation
1 Jacobian is a bivariate linear polynomial for all cases
Jacobian is 2nd order bivariate polynomial for cubic order triangular elements
2 The transformation t = x, y is always a polynomial of order 2 for all cases
The transformation t = x, y is a polynomial of order 3rd for cubic order triangular elements
4 The computational effort and time is reduced
The computational effort and time is more
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3. “Finite element solution of Darcy-Brinkman equation (Linear PDE) for some
flow channel using triangular elements”
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Flow through porous media
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Introduction:
The accuracy and limitations of the Darcy–Brinkman model literature can be found in Lage [1], and Nield and Bejan [2]. Forced convection in porous media of different channels are reported in the recent works of Nakayama et al. [3], Narasimhan and Lage [4], Haji-Sheikh and Vafai [5], Nield and Kuznetsov [6], and Hooman and coworkers [7,8,9,10,11] Pantokratoras and Magyari [12]. Restricting our attention to uni-directional flows, we call attention to the work of Hooman and Merrikh [8] that deals with hyperporous medium rectangular channels for which the analytical results of heat transfer are investigated by applying Darcy–Brinkman model.
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Introduction( Continued):
A steady, uni-dimensional, linear, non-Darcy flow is assumed in the present work. In spite of there being works reporting solution of the Darcy–Brinkman equation for fully developed three-dimensional rectangular channel flows, we venture to revisit the problem due to the need to consider irregular cross-section porous channels in many applications. Curved triangular elements are used to match the irregular geometry flow problems than by straight sided triangular elements. The detailed application of the method is reported in our recent work Nagaraja et. al. [13].
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Partial differential equations: Flow through the porous media is important in numerous engineering applications including geothermal energy, underground coal gasification and gas drainage, petroleum reservoirs, nuclear reactors, environmental pollution, fuel cells and nano-material processing, etc.,
K. Hooman, A. A. Merrikh, Analytical Solution of Forced Convection in a Duct of Rectangular Cross Section Saturated by a Porous Medium, J. Heat Transfer, June 2006, Volume 128, Issue-6, 596 .
D. A. Nield, Convection in porous media, 2nd ed.,
Springer-Verlag, New York, 1999.
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Fig. 1a: Schematic of physical configuration.
Fig. 1b: Cross section of Fig.1a.
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Slow velocity :The Darcy-Brinkman momentum equation for the case of unidirectional (fully developed) steady state flow in the z- direction in a flow channel (Fig.1a) occupied by a porous medium with velocity u(x,y) is
dzdpu
yu
xu
2
2
2
2
boundarytheon0u
viscosityactualμviscositydynamicμ
tyPermeabiliK
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Non-dimensionalization
)(,
)(,,
dXdP
hRupP
dXdP
RuuUh
yYhxX
Fig.1b)in shown as channel theofsection (Cross
22
22
2
U
YU
XU
OnU 0
Number) (Brinkmann'
number)(Darcy
Kh
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Brinkman number is dimensionless number related to heat conduction from wall to a flowing viscous fluid
Darcy number is related to permeability
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The Lagrange interpolant is
where
The element geometry is also expressed
Jacobian
NP
i
ei
ni UNU
1
)( ),(
)()()(),( )(1132313 tAtttttt n
210 J26
cubicforquadraticfor
NP106
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Using the Galerkin weighted residual FE procedure, we obtain the following FE equations:
Wherejiyy
jixx
A
jijiji KKdxdy
yN
yN
xN
xNK ,
,,,,
ddyNyNyNyNJ
K jjiijixx
1
0
1
0
,,
1
ddxNxNxNxNJ
K jjiijiyy
1
0
1
0
,,
1
BGUKU
2115106,1 orororNPji
ddJNdxdyNB iA
iei
1
0
1
0
****
K and G are 6×6(quadratic), 10×10 (cubic) and B are 6×1(quadratic), 10×1 (cubic), column matrices are evaluated for each element
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ddJNNdXdYNNG e
jiji
e
jie
1
0
1
0
22
,
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For single cubic element
is as shown below:
where H= K+G
BUH
10
9
8
7
6
5
4
3
2
1
10
9
8
7
6
5
4
3
2
1
10,109,108,107,106,105,104,103,102,101,10
10,9999897969594939291
10,8898887868584838281
10,7797877767574737271
10,6696867666564636261
10,5595857565554535251
10,4494847464544434241
10,3393837363534333231
10,2292827262524232221
10,1191817161514131211
BBBBBBBBBB
UUUUUUUUUU
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
HHHHHHHHHH
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The FEM calculation process:
(a) Discretization of solution domain into a finite element mesh
(b) For each element obtain the components of Ki,j and Fi
(c) Obtain the global FE equations for the whole system by assembling element equations
(d) Impose boundary conditions(e) Solve for the unknown velocity vector of the whole
system
6- node(quadratic) curved triangular element
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8 elements
There are 25×25(quadratic), 49×49(cubic) components in the global stiffness matrix K and 25×1 (quadratic), 49×1 (cubic) components in the global column matrix G, H and B for eight elements
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Convergence experiment Convergence experiment of finite element solution for
the problem is anlysed by discretizing the domain into 8, 12 and 20 triangular elements for the Fig. 1b
We have used quadratic and cubic elements in all the
cases
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0.0 0.2 0.4 0.6 0.8 1.00.0
0.2
0.4
0.6
0.8
1.0y
x
0
0.01525
0.03050
0.04575
0.06100
0.07625
0.09150
0.1068
0.1220
0.0 0.2 0.4 0.6 0.8 1.00.0
0.2
0.4
0.6
0.8
1.0
y
x
0
0.01575
0.03150
0.04725
0.06300
0.07875
0.09450
0.1103
0.1260
4 element quadratic plot 4 element cubic
plot
5,1 2
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Results Analysis
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0.0 0.2 0.4 0.6 0.8 1.00.0
0.2
0.4
0.6
0.8
1.0
y
x
0
0.03125
0.06250
0.09375
0.1250
0.1563
0.1875
0.2188
0.2500
0,1 2
.
Figure 5b. Contour plot for cubic 8 elements
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Results Analysis
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0.0 0.2 0.4 0.6 0.8 1.00.0
0.2
0.4
0.6
0.8
1.0y
x
0
0.01575
0.03150
0.04725
0.06300
0.07875
0.09450
0.1103
0.1260
5,1 2
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0.0 0.2 0.4 0.6 0.8 1.00.0
0.2
0.4
0.6
0.8
1.0y
A
0
0.01028
0.02055
0.03083
0.04110
0.05138
0.06165
0.07193
0.08220
10,1 2
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0.0 0.2 0.4 0.6 0.8 1.00.0
0.2
0.4
0.6
0.8
1.0y
A
0
0.02056
0.04113
0.06169
0.08225
0.1028
0.1234
0.1439
0.1645
5,2 2
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0.0 0.2 0.4 0.6 0.8 1.00.0
0.2
0.4
0.6
0.8
1.0y
A
0
0.01181
0.02363
0.03544
0.04725
0.05906
0.07088
0.08269
0.09450
10,2 2
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Conclusions
A finite element approach for solving the linear partial differential equation using triangular elements
The convergence of the solution is taken care by taking the staggered mesh along the curved domain
The results at common nodal points are analysed which are converging very well for the higher order triangular elements
The corners of the domain are very well captured
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Conclusions(Cont…)
The velocity increases as the Brinkman number increases for fixed value of Darcy number
Similarly, the velocity decreases as the Darcy number increases for fixed values of Brinkman number
It may be concluded that the results depicted by the figures are in tune with the observation of Givler and Altobelli
Our results show that the method can be used for more complicated domains
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REFERENCES [1] A. Haji-Sheikh, K. Vafai, Analysis of flow and heat transfer in porous
media imbedded inside various-shaped ducts, International Journal Of Heat Mass Transfer. 47. (2004),1889-1905.
[2] D. A. Nield, A. V. Kuznetsov, Forced convection in porous media: transverse heterogeneity effects and thermal development, in: K. Vafai (Ed.),Handbook of Porous Media. 2nd ed. New York: Taylor and Francis.(2005),143-193.
[3] K. Hooman. Fully developed temperature distribution in a porous saturated duct of elliptical cross section, with viscous dissipation effects and entropy generation analysis Heat Transfer –Jpn Res.36.(2005), 237-245.
[4] A. Narasimhan, J. L. Lage, Forced convection of a fluid with temperature-dependent viscosity flowing through a porus medium channel, Numerical Heat Transfer: Part A: Applications. 40. (2001), 801-820.
[5] R. A. Greenkorn. Steady Flow Through Porous Media. AIChE Journal.27.(1981),529-545.
[6] I. Ergatoudis, B. M. Irons, O. C. Zienkiewicz, Curved isoparametric quadrilateral finite element analysis, International Journal Solids Structure. 4.(1968),31–42.
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REFERENCES(Cont…)
[7] M. A. Bhatti. Fundamental Finite Element Analysis and Applications: John Wiley & Sons, Inc. (2005).
[8] H. T. Rathod, K. V. Nagaraja, V. Kesavulu Naidu, B. Vekatesudu. The use of parabolic arcs in matching curved boundaries by point transformations for some higher order triangular elements, Finite Elements in Analysis and Design.44.(2008),920-932.
[9] K. V. Nagaraja, V Kesavulu Naidu, P. G. Siddheshwar. Optimal subparametric finite elements for elliptic partial differential equations using higher-order curved triangular elements, International Journal For Computational Methods in Engineering Science and Mechanics. 15(2014),83-100.
[10] H. T. Rathod, K. V. Nagaraja, B. Vekatesudu, N. L. Ramesh. Gauss Legendre quadrature over a triangle, Journal Of Indian Institute Of Sciences.84 (2004),183-188.
[11] V. Kesavulu Naidu, P. G. Siddheshwar, K. V. Nagaraja. Finite Element Solution of Darcy-Brinkman Equation for Irregular Cross-Section Flow Channel Using Curved Triangular Elements. International Conference On computational Heat and Mass Transfer, Procedia Engineering .127 (2015), 301-308.
[12] R. C. Givler, S. A. Altobelli. A determination of the effective viscosity for the Brinkman-Forchheimer flow model, Journal. Fluid Mechanics.258 (1994), 355-370.
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Thank you
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