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NUMERICAL STUDY FOR FLOW PAST AN IMPERMEABLE SPHERE<br />

D. V. Jayalakshmamma 1 , M. S<strong>an</strong>kar 2 , P. A. Dinesh 3 , <strong>an</strong>d D. V. Ch<strong>an</strong>drashekhar 4<br />

1 Department of Mathematics, Vem<strong>an</strong>a Institute of Technology, B<strong>an</strong>galore –34, Karnataka,<br />

India.<br />

Email: jaya.dvj@gmail.com<br />

2 Department of Mathematics, East Point College of Engineering <strong>an</strong>d Technology, B<strong>an</strong>galore-<br />

49, Karnataka, India.<br />

Email: m<strong>an</strong>is<strong>an</strong>karir@yahoo.com<br />

3 Department of Mathematics, M.S.Ramaiah Institute of Technology, B<strong>an</strong>galore –54,<br />

Karnataka, India.<br />

Email: dineshdpa@hotmail.com<br />

4 Department of Mathematics, Vivek<strong>an</strong><strong>an</strong>da Institute of Technology, B<strong>an</strong>galore –74,<br />

Karnataka, India.<br />

Email: dvch<strong>an</strong>drur@yahoo.com<br />

Received 14 March 2012; accepted 7 September 2012<br />

ABSTRACT<br />

A <strong>numerical</strong> <strong>study</strong> of Brinkm<strong>an</strong> <strong>flow</strong> is considered, <strong>for</strong> a steady, incompressible, viscous fluid<br />

<strong>past</strong> <strong>an</strong> <strong>impermeable</strong> <strong>sphere</strong> embedded in a sparsely packed porous media, by assuming<br />

uni<strong>for</strong>m shear away from the <strong>sphere</strong>. Similarity tr<strong>an</strong>s<strong>for</strong>mation is employed to convert the<br />

governing partial differential equation to linear ordinary differential equation. The resulting<br />

ordinary differential equation is solved <strong>numerical</strong>ly by using shooting technique, which uses<br />

Runge-Kutta algorithm <strong>an</strong>d Newton-Raphson correction <strong>for</strong> the guessed initial values. The<br />

effect of non-dimensional parameters, on the velocity <strong>an</strong>d shear stress is investigated <strong>an</strong>d<br />

results are shown graphically.<br />

Keywords: Brinkm<strong>an</strong> <strong>flow</strong>, uni<strong>for</strong>m-shear, shooting technique, Runge-Kutta,<br />

Newton-Raphson<br />

1 INTRODUCTION<br />

The <strong>study</strong> of uni<strong>for</strong>m <strong>flow</strong> or uni<strong>for</strong>m shear <strong>flow</strong> <strong>past</strong> a porous body in stokes <strong>flow</strong> is of<br />

practical interest in m<strong>an</strong>y industrial problems, particularly in chemical industry <strong>an</strong>d hydrology<br />

to underst<strong>an</strong>d the control (i.e., increases <strong>an</strong>d decreases) of drag <strong>an</strong>d torque on the body. Early<br />

studies on these problems were mainly concerned with the use of Darcy model since the<br />

dimensionless particle diameter (i.e., the ratio of particle diameter to the characteristic length<br />

of the problem) is usually v<strong>an</strong>ishingly small. Flows in rocks, soil, s<strong>an</strong>d <strong>an</strong>d other media<br />

involved in hydrology <strong>an</strong>d geothermal <strong>study</strong> fall in this category.<br />

In the literature, we find several studies on the <strong>flow</strong> <strong>past</strong> a <strong>sphere</strong> in porous media using<br />

Darcy’s or Brinkm<strong>an</strong> equation under different boundary conditions. Joseph <strong>an</strong>d Tao<br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


70<br />

D. V. Jayalakshmamma et al.<br />

(Joseph <strong>an</strong>d Tao1964) used Darcy model to <strong>study</strong> the <strong>flow</strong> <strong>past</strong> a porous <strong>sphere</strong>. They have<br />

used no-slip condition, under the assumption that the permeability is small relative to the<br />

square of the <strong>sphere</strong> radius. Wolfersdorf (Wolfersdorf1989) has studied Stokes <strong>flow</strong> <strong>past</strong> a<br />

<strong>sphere</strong> embedded in a permeable media.<br />

M<strong>an</strong>y practical problems involve porous materials such as metals <strong>an</strong>d fibrous media of high<br />

porosity where dimensionless particle diameter is small but not v<strong>an</strong>ishingly small. In such<br />

situation, Darcy’s law is shown to be inadequate. Non-Darcy equation which incorporates<br />

both boundary <strong>an</strong>d inertia effects is considered. In the <strong>study</strong> of <strong>flow</strong> <strong>past</strong> a porous body in<br />

stokes <strong>flow</strong> the inertia effects are negligible compared to boundary effects. These boundary<br />

effects are considered using Brinkm<strong>an</strong> model (Brinkm<strong>an</strong> 1947).<br />

The problem of stokes <strong>flow</strong> <strong>past</strong> porous bodies using Brinkm<strong>an</strong> model in the interior region<br />

has been studied by Higdon <strong>an</strong>d Kojima (Higdon <strong>an</strong>d Kojima 1981), <strong>an</strong>d derived some<br />

asymptotic results <strong>for</strong> small <strong>an</strong>d large permeability’s. Qin <strong>an</strong>d Kaloni (Qin <strong>an</strong>d Kaloni1988)<br />

have developed a general solution of the Brinkm<strong>an</strong> equation based on Cartesi<strong>an</strong> <strong>for</strong>m. Pop<br />

<strong>an</strong>d Cheng (Pop <strong>an</strong>d Cheng 1992) have used the Brinkm<strong>an</strong> model to <strong>study</strong> stokes <strong>flow</strong> <strong>past</strong> a<br />

circular cylinder embedded in a porous medium. Padmavathi et al. (Padmavathi et al.1993)<br />

have studied Stokes <strong>flow</strong> <strong>past</strong> a porous <strong>sphere</strong> using Brinkm<strong>an</strong> model. They have found the<br />

velocity <strong>an</strong>d pressure field <strong>for</strong> general non-axisymmetric stokes <strong>flow</strong>, both inside <strong>an</strong>d outside<br />

a porous spherical shell. Barm<strong>an</strong> (Barm<strong>an</strong> 1996) has studied the <strong>flow</strong> of a Newtoni<strong>an</strong> fluid<br />

<strong>past</strong> <strong>an</strong> impervious <strong>sphere</strong> embedded in a porous medium, using Brinkm<strong>an</strong> model. He<br />

obtained exact solutions by specifying const<strong>an</strong>t velocity away from the <strong>sphere</strong>. He found that<br />

the viscous sublayer increases with the increase of the permeability of the porous medium.<br />

Pop <strong>an</strong>d Ingham (Pop <strong>an</strong>d Ingham 1996) presented a closed <strong>for</strong>m, exact solution <strong>for</strong> the<br />

<strong>for</strong>ced <strong>flow</strong> <strong>past</strong> a <strong>sphere</strong> which is embedded in a porous medium using the Brinkm<strong>an</strong> model.<br />

Srinivasacharya <strong>an</strong>d Murthy (Srinivasacharya <strong>an</strong>d Murthy 2002) investigate <strong>flow</strong> <strong>past</strong> <strong>an</strong><br />

axisymmetric body embedded in a saturated porous medium using Brinkm<strong>an</strong>’s extension.<br />

Rudraiah et al (Rudraiah et al 2003) studied non-linear convection in porous media. They<br />

have shown that in m<strong>an</strong>y practical applications of <strong>flow</strong> in porous media, non-Darcy equation<br />

is more realistic to describe the <strong>flow</strong> instead of Darcy equation. Srinivasacharya <strong>an</strong>d Shiferaw<br />

(Srinivasacharya <strong>an</strong>d Shiferaw 2008) <strong>an</strong>alyzed the steady <strong>flow</strong> of <strong>an</strong> incompressible <strong>an</strong>d<br />

electrically conducting micropolar fluid <strong>flow</strong> between two concentric porous cylinders. They<br />

solved the governing non-linear ordinary differential equations <strong>numerical</strong>ly using<br />

qusilinearization technique. Shivash<strong>an</strong>kar et al. (Shivash<strong>an</strong>kar et al. 2010) presented a<br />

<strong>numerical</strong> <strong>study</strong> on natural convection to <strong>study</strong> the effect of magnetic field in a vertical double<br />

cylindrical <strong>an</strong>nular cavity filled with porous media. They solved the governing equation by<br />

alternate direction implicit method <strong>an</strong>d stream function by successive line over relaxation<br />

method. The Drag on a fluid <strong>sphere</strong> embedded in a porous medium was obtained by<br />

Deo et al. (Deo et al. 2010), using Brinkm<strong>an</strong> model.<br />

Recently, Eldesoky (Eldesoky 2012) presented the influence of slip condition on peristaltic<br />

<strong>flow</strong> in <strong>an</strong> axisymmetric cylindrical tube. Darcy’s law was used to describe the <strong>flow</strong> field <strong>an</strong>d<br />

closed <strong>for</strong>m of <strong>an</strong>alytic solution was obtained by perturbation <strong>an</strong>alysis. Sheth <strong>an</strong>d Patel<br />

(Sheth <strong>an</strong>d Patel 2012) <strong>an</strong>alyzed the similarity solution of the motion of two immiscible fluids<br />

in homogeneous porous media. Bala Anki Reddy et al. (Bala Anki Reddy et al. 2012)<br />

<strong>an</strong>alyzed the boundary layer <strong>flow</strong> <strong>an</strong>d heat tr<strong>an</strong>sfer over a wavy surface embedded in a<br />

quiescent electrically conducting fluid. The similarity tr<strong>an</strong>s<strong>for</strong>mation method was used to<br />

tr<strong>an</strong>s<strong>for</strong>m governing partial differential equation into a system of ordinary differential<br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


Numerical Study For Flow Past An Impermeable Sphere<br />

71<br />

equation which are solved <strong>numerical</strong>ly Runge-Kutta fourth order method with shooting<br />

technique.<br />

M<strong>an</strong>y practical problems, like removing impurities in the integrated circuits used in<br />

computers, lubrication process in porous bearings, cooling of machineries etc. involves the<br />

<strong>flow</strong> <strong>past</strong> a <strong>sphere</strong> / cylinder with uni<strong>for</strong>m shear away from it, which ch<strong>an</strong>ge signific<strong>an</strong>tly the<br />

streamline patterns, drag <strong>an</strong>d torque rather th<strong>an</strong> uni<strong>for</strong>m velocity. There<strong>for</strong>e, in this problem<br />

we considered the <strong>study</strong> of steady, <strong>an</strong> incompressible fluid <strong>flow</strong> <strong>past</strong> <strong>an</strong> <strong>impermeable</strong> <strong>sphere</strong><br />

embedded in a const<strong>an</strong>t <strong>an</strong>d high porosity porous medium based on Brinkm<strong>an</strong> model<br />

assuming uni<strong>for</strong>m shear far from the <strong>sphere</strong>. The similarity solution method is used to<br />

tr<strong>an</strong>s<strong>for</strong>m partial differential equation (PDE) of order four to get the ordinary differential<br />

equation (ODE) of order four with variable co-efficient. The result<strong>an</strong>t ODE is solved<br />

<strong>numerical</strong>ly using shooting technique method. The method tr<strong>an</strong>s<strong>for</strong>ms the boundary value<br />

problem in ODE of order four into the initial value problem with system of four equations of<br />

first order. The t<strong>an</strong>gential <strong>an</strong>d normal components of velocity <strong>an</strong>d shear stress are computed<br />

<strong>numerical</strong>ly <strong>for</strong> different non-dimensional parameters.<br />

2 MATHEMATICAL FORMULATION<br />

We consider the <strong>study</strong> of steady, axi-symmetric <strong>flow</strong> of a viscous <strong>an</strong>d incompressible fluid<br />

<strong>past</strong> <strong>an</strong> <strong>impermeable</strong> <strong>sphere</strong> of radius a with uni<strong>for</strong>m velocity u<br />

<br />

, embedded in a sparsely<br />

packed porous medium. Here we considered the Brinkm<strong>an</strong> model specifying uni<strong>for</strong>m shear<br />

away from the <strong>sphere</strong>. The governing equations <strong>for</strong> the problem under the consideration are:<br />

<br />

q 0<br />

(1)<br />

2<br />

<br />

p<br />

q <br />

k<br />

<br />

q , (2)<br />

<br />

where q qu,<br />

v,<br />

w<br />

is the velocity of the fluid, is the viscosity of the fluid, k is the<br />

permeability of the porous medium is the effective or Brinkm<strong>an</strong> viscosity <strong>an</strong>d p is the<br />

hydrostatic pressure.<br />

We use a spherical coordinate system r ,,<br />

with the origin at the center of the <strong>sphere</strong> <strong>an</strong>d<br />

the axis 0, along the direction of the uni<strong>for</strong>m velocity u<br />

as shown in Figure. 1. Due to<br />

<br />

the symmetry of the problem, we have 0 .<br />

<br />

The variables involved in the governing equations are non-dimensionalised using the<br />

tr<strong>an</strong>s<strong>for</strong>mation:<br />

<br />

<br />

<br />

<br />

r u v ap<br />

r ; u ; v ; p . (3)<br />

a u u u<br />

<br />

<br />

<br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


72<br />

D. V. Jayalakshmamma et al.<br />

Figure 1: Physical Configuration<br />

Using these non- dimensional variables from equation (3) in governing equations (1) <strong>an</strong>d (2)<br />

<strong>for</strong> spherical polar co-ordinate system <strong>an</strong>d omitting astrics, we get:<br />

<br />

r<br />

2 r <br />

r<br />

u<br />

v<br />

sin<br />

0<br />

sin<br />

<br />

, (4)<br />

2 2<br />

2<br />

p u 2 u<br />

1 u cot u<br />

2u<br />

2 v<br />

2v<br />

cot <br />

u , (5)<br />

2<br />

2 2 2<br />

2 2<br />

2<br />

r<br />

r<br />

r r<br />

r <br />

r <br />

r r <br />

r<br />

2 2<br />

2<br />

2<br />

1 p v 2 v<br />

1 v cot v<br />

2 u<br />

vcos<br />

ec <br />

v , (6)<br />

2<br />

2 2 2<br />

2<br />

2<br />

r <br />

r<br />

r r<br />

r <br />

r <br />

r <br />

r<br />

where is the porous parameter <strong>an</strong>d is the viscosity ratio.<br />

As the motion is axi-symmetric <strong>an</strong>d <strong>for</strong> spherical polar co ordinates we c<strong>an</strong> introduce the<br />

r , as:<br />

stream function <br />

1 <br />

u <br />

;<br />

2<br />

r sin <br />

1<br />

<br />

v . (7)<br />

r sin r<br />

Using equation (7) in the equations (5) <strong>an</strong>d (6), the pressure term is eliminated by cross<br />

r,<br />

as:<br />

differentiation <strong>an</strong>d reduces to fourth order partial differential equation in <br />

2<br />

4 2<br />

E E 0 , (8)<br />

<br />

where E<br />

2<br />

2<br />

<br />

<br />

r<br />

2<br />

sin<br />

1 <br />

<br />

<br />

is the Laplaci<strong>an</strong> operator.<br />

2<br />

r <br />

sin<br />

<br />

<br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


Numerical Study For Flow Past An Impermeable Sphere<br />

73<br />

To solve this physical system, the boundary conditions considered are no-slip condition at the<br />

surface of the solid <strong>sphere</strong>,<br />

<br />

<br />

0, at r 1. (9)<br />

<br />

r<br />

For far away from the <strong>sphere</strong>, the <strong>flow</strong> has uni<strong>for</strong>m shear from Batchelor (1993)<br />

(taking n 2 in the equation 6.8.5),<br />

3<br />

r 2<br />

r,<br />

sin cos<br />

, as r .<br />

3<br />

(10)<br />

The boundary condition (10) i.e. far away from the surface of the <strong>sphere</strong> enables us to<br />

consider the solution of equation (8) by similarity solution method as:<br />

2<br />

, f rsin<br />

cos <br />

r . (11)<br />

Substituting equation (11) in equation (8), fourth order partial differential equation in r<br />

, <br />

reduces to <strong>an</strong> ordinary differential equation of order four in f r<br />

i.e.<br />

f iv<br />

12<br />

r<br />

24<br />

3<br />

r<br />

<br />

<br />

6<br />

2<br />

r<br />

2<br />

<br />

<br />

<br />

2<br />

<br />

<br />

r f r<br />

<br />

f r<br />

<br />

f r<br />

<br />

f r 0<br />

<br />

, (12)<br />

<strong>an</strong>d the corresponding boundary condition from equations (9) <strong>an</strong>d (10) reduces to:<br />

r f r<br />

0<br />

f at r 1, (13)<br />

3<br />

r<br />

f r<br />

as r .<br />

3<br />

(14)<br />

The shearing stress at <strong>an</strong>y point on the surface of the <strong>sphere</strong> is<br />

<br />

r <br />

<br />

r<br />

<br />

<br />

<br />

v<br />

<br />

r r<br />

<br />

<br />

<br />

1 u<br />

<br />

r <br />

<br />

. (15)<br />

The dimensionless shear stress at <strong>an</strong>y point on the surface of the <strong>sphere</strong> is given by<br />

u<br />

<br />

v u<br />

<br />

r<br />

. (16)<br />

r<br />

r r <br />

<br />

1<br />

r <br />

a<br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


74<br />

D. V. Jayalakshmamma et al.<br />

3 NUMERICAL PROCEDURE<br />

The equation (12) with the boundary conditions of equations (13) <strong>an</strong>d (14) has been solved by<br />

using most effective Newton’s Raphson shooting method along with Runge-kutta fourth order<br />

integration method. Here we tr<strong>an</strong>s<strong>for</strong>m the higher order ordinary differential equation (12)<br />

into system of simult<strong>an</strong>eous equations of first order. Further, they are tr<strong>an</strong>s<strong>for</strong>med into initial<br />

value problem by applying shooting technique. The result<strong>an</strong>t initial value problem is then<br />

solved by employing Runge-Kutta fourth order technique.<br />

Let,<br />

d f1 f f 1,<br />

f2,<br />

dr<br />

d f<br />

d r<br />

2<br />

f3<br />

d f3 , f4<br />

,<br />

dr<br />

d f<br />

dr<br />

2<br />

12 24 <br />

f3<br />

f2<br />

f3<br />

f<br />

2 3<br />

2 1 , (17)<br />

r r r <br />

4<br />

6<br />

subjected to the following initial conditions:<br />

0, f 1<br />

0, f 1<br />

,<br />

1<br />

<br />

f . (18)<br />

1<br />

1<br />

2<br />

3<br />

f4<br />

In a shooting method, the guessed initial conditions, <strong>an</strong>d are assumed <strong>an</strong>d equation (17)<br />

is then integrated <strong>numerical</strong>ly as <strong>an</strong> initial valued problem to a given terminal point. The<br />

accuracy of the assumed initial conditions is checked by comparing the calculated values of<br />

the depended variable at the terminal point with its given value at that point. If <strong>an</strong>y difference<br />

exists, improved values of the assumed initial conditions must be obtained <strong>an</strong>d process is<br />

repeated. The computations are carried out using C-programming l<strong>an</strong>guage.<br />

4 RESULTS AND DISCUSSION<br />

In this paper we studied, 2- dimensional steady, viscous, incompressible fluid <strong>flow</strong> <strong>past</strong> <strong>an</strong><br />

<strong>impermeable</strong> <strong>sphere</strong>, embedded in a sparsely packed porous medium. Brinkm<strong>an</strong> model is<br />

used to describe the fluid <strong>flow</strong> specifying uni<strong>for</strong>m shear far away from the surface of the solid<br />

<strong>sphere</strong>. The basic governing equations are reduced to fourth order partial differential equation<br />

in terms of stream function r<br />

, <br />

. Using similarity solution method, the obtained partial<br />

differential equation is tr<strong>an</strong>sferred to fourth order ordinary differential equation in f .<br />

The fourth order ordinary differential equation in f r , is solved <strong>numerical</strong>ly using Newton’s<br />

Raphson shooting method along with Runge-kutta fourth order integration method. In this<br />

method, the fourth order boundary value problem is converted to initial value problem of<br />

solving first order simult<strong>an</strong>eous equations. The missed initial values are assumed initially in<br />

such a way that, these assumed values are verified with calculated value of the dependent<br />

variable value at the terminal point. The computations have been carried out <strong>for</strong> t<strong>an</strong>gential <strong>an</strong>d<br />

normal components of velocities, shear stress <strong>for</strong> various values of non-dimensional<br />

parameters namely porous parameter <strong>an</strong>d viscosity ratio embedded in the problem.<br />

<br />

r<br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


Numerical Study For Flow Past An Impermeable Sphere<br />

75<br />

The t<strong>an</strong>gential component of velocity is computed <strong>for</strong> different values of porous parameter <br />

<strong>an</strong>d viscosity ratio as a function of r at 4 <strong>an</strong>d the results are depicted in Figure2<br />

(a)-(b). We observe that, the t<strong>an</strong>gential velocity increases at small dist<strong>an</strong>ce from the wall with<br />

<strong>an</strong> increase in porous parameter <strong>for</strong> a fixed value of viscosity ratio , <strong>an</strong>d then decreases to<br />

its asymptotic value as the fluid moves far away from the <strong>sphere</strong>, given in Figure 2 (a).Similar<br />

effect is noticed <strong>for</strong> increasing value of viscosity ratio <strong>for</strong> fixed value of porous parameter ,<br />

which is shown in Figure 2 (b). It is also noticed that the thickness of the viscous sublayer<br />

increases with decrease in porous parameter . However, viscous sublayer decreases <strong>for</strong><br />

increasing the values of viscosity ratio .<br />

Figure 2 (a): Variation of t<strong>an</strong>gential velocity <strong>for</strong> fixed value of <strong>an</strong>d different values of <br />

Figure 2(b): Variation of t<strong>an</strong>gential velocity <strong>for</strong> fixed value of <strong>an</strong>d different values of <br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


76<br />

D. V. Jayalakshmamma et al.<br />

The variation of normal component velocity is also studied as a function of r <strong>an</strong>d, .For<br />

4 we considered the variation of normal velocity <strong>an</strong>d shown in Figure 3 (a)-(b). We<br />

found that the normal component of velocity increases with decrease in viscosity ratio <strong>for</strong><br />

fixed value of porous parameter is shown in Figure 3 (a). On the other h<strong>an</strong>d, <strong>for</strong> a fixed<br />

viscosity ratio , it declines with increase in porous parameter , which is given in<br />

Figure 3 (b). This shows that, increase in the value of porous parameter dampens the effect of<br />

viscosity ratio on the normal component of the velocity.<br />

Figure 3 (a) Variation of normal velocity <strong>for</strong> fixed value of <strong>an</strong>d different values of <br />

Figure 3(b): Variation of normal velocity <strong>for</strong> fixed value of <strong>an</strong>d different values of <br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


Numerical Study For Flow Past An Impermeable Sphere<br />

77<br />

Figure 4(a): Variation of shear stress <strong>for</strong> fixed value of <strong>an</strong>d different values of <br />

Figure 4(b): Variation of shear stress <strong>for</strong> fixed value of <strong>an</strong>d different values of <br />

Also, shearing stress which is non-linear in contrast to linear relationship that exits <strong>for</strong><br />

uni<strong>for</strong>m <strong>flow</strong> <strong>past</strong> a <strong>sphere</strong>. The non- dimensional shearing stress is computed from equation<br />

(16) as function <strong>for</strong> various values of porous parameter <strong>an</strong>d viscosity ratio. In both cases, it<br />

<br />

remains periodic in nature, attains its maximum value <strong>for</strong> <strong>an</strong>d v<strong>an</strong>ishes at the<br />

4<br />

end points, shown in Figures 4 (a)-(b).<br />

3 ACKNOWLEDGEMENT<br />

The authors are grateful to the research centers of East Point College of Engineering <strong>an</strong>d<br />

Technology, M S Ramaiah Institute of Technology, Vem<strong>an</strong>a Institute of Technology, <strong>an</strong>d<br />

Vivek<strong>an</strong><strong>an</strong>da Institute of Technology, B<strong>an</strong>galore, India <strong>for</strong> their support <strong>an</strong>d encouragement<br />

to carry out our research work.<br />

Int. J. of Appl. Math <strong>an</strong>d Mech. 9 (2): 69-79, 2013.


78<br />

D. V. Jayalakshmamma et al.<br />

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