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IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 18
NUMERICAL STUDY OF NATURAL CONVECTION IN AN ENCLOSED
SQUARE CAVITY USING CONSTRAINED INTERPOLATED PROFILE
(CIP) METHOD
Asish Mitra
Reviewer: Heat and Mass Transfer, WSEAS
Associate Professor& HOD of Basic Sciences & Humanities Department,
College of Engineering & Management, Kolaghat, East Midnapur, West Bengal -721171
mitra_asish@yahoo.com
Abstract
In the present study, Constrained Interpolated Profile (CIP) method was used to simulate the natural convection heat transfer and
fluid flow in an enclosed square cavity with differentially heated side walls. The fundamental idea of this method is to solve the
advection phase equation with CIP method and the non-advection phase equation is calculated with finite difference method.
CIPNSE is applied to predict the temperature and velocity profiles in a square cavity for various Rayleigh number: Ra=103
, 104
and
105
. The streamline and isotherms obtained under these conditions were then compared with those published in literature and found a
good agreement.
Keywords: Constrained Interpolated Profile (CIP), Finite Difference Method (FDM) and Lattice Boltzmann Method
(LBM), Natural Convection, Square Cavity, Stream-Function Vorticity.
----------------------------------------------------------------------***------------------------------------------------------------------------
LITERATURE SURVEY:
The natural or free convection is the phenomenon of heat
transfer between a surface and a fluid moving over it with the
fluid motion caused entirely by the buoyancy forces that arise
due to the density changes that result from the temperature
variations in the flow. Since the early works by researchers
([1], [2], [3], [4]) a great deal of theoretical and experimental
researches was dedicated to investigate this phenomenon. The
fundamental interest comes from the concern to understand
the heat transfer mechanism ([5], [6],[7]) and fluid flow
behavior around the surfaces ([8],[9]). On the other hand, a
similar interest was provoked by the wide range of
engineering applications utilizing this type of phenomenon
([10], [11]). Among the problems related to natural
convection, many researchers focused their investigation on
the heat transfer and fluid flow behavior from a differentially
heated side walls in a cavity ([12], [13], [14]). They frequently
considered adiabatic boundary condition for the top and
bottom walls. However, very few investigated the effect of
perfectly conducting top and bottom walls although it plays
important roles in real engineering applications ([15]).
In present study, numerical investigation of natural convection
in a square cavity is carried out by considering perfectly
conducting boundary condition for top and bottom walls. The
left and right walls were maintained at hot and cold
temperature respectively. The objective of this paper is to
extend the formulation of Constrained Interpolated Profile
(CIP) method for Navier-Stokes equations to predict
temperature and velocity profiles in a differentially heated
square enclosure.
List of symbols
Cp- Specific heat
g - Gravitational acceleration
H - Length of cavity
k - Thermal conductivity
L - Length
p - Pressure
t - Time
T - Temperature
Th - Surface wall with hot temperature
Tc - Surface wall with cold temperature
u - Velocity in x direction
U - Dimensionless velocity in x direction
v - Velocity in y direction
V - Dimensionless velocity in y direction
x - Axial distance
X - Dimensionless axial distance
y - Vertical distance
Y - Dimensionless vertical distance
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 19
Dimensionless Parameters
AR - Aspect Ratio
Gr - Grashof Number
Pr - Prandtl Number
Ra - Rayleigh Number
Greek Symbols
ρ - Density
β - Volumetric thermal expansion
τ - Dimensionless time
θ - Dimensionless temperature
µ - Dynamic viscosity
ν - Kinematic shear viscosity
α - Thermal diffusivity
ω - Vorticity
Ω - Dimensionless vorticity
ψ - Stream function
Ψ - Dimensionless stream function
∇ - Nabla operator
Superscript
n - Current value
n + 1 - Next step value
* - Non advection phase value
Subscript
i - x direction node
j - y direction node
max i - x direction maximum node
max j - y direction maximum node
FORMULATION, GOVERNING EQUATIONS
AND NUMERICAL METHODS
The conservation equations for 2D incompressible square
cavity flow in Cartesian form (Fig 1) are:
Fig1. Schematic geometry of a square cavity
1
2
3
4
The pressure terms are eliminated by taking the y-
derivative of (3) and subtracting from it the x-derivative
of (2). This gives
5
Using the definitions of stream function (ψ) and vorticity (ω)
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 20
6
7
8
Eq (5) can be written as
9
In terms of the stream function, the equation defining the
vorticity (8) becomes
10
The following dimensionless variables are now introduced:
11
12
13
14
15
Where
16
In terms of these variables, (5), (10), (4) become
17
18
19
CONSTRAINED INTERPOLATED PROFILE
NAVIER STOKES EQUATION (CIPNSE)
In the CIPNSE method, the equation is divided into two parts:
advection phase and non advection phase. The non advection
phase will be solved independently through finite
difference method while the solutions of advection phase will
be obtained using two-dimensional (2D) CIP method.
Solution of Vorticity Transport Equation
The vorticity transport equation (17) can be written as
20
Where
D
X Y
Ra
X
= + +Pr[ ] .Pr( )
∂
∂
∂
∂
∂θ
∂
2
2
2
2
Ω Ω
21
The X- and Y-derivatives of (20) are
22
23
Putting the X- and Y-derivatives of D from (21) into (22) and
(23) we get
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 21
∂
∂
∂
∂τ
∂
∂
∂
∂
∂
∂
∂
∂
∂
∂
∂
∂ ∂
∂ θ
∂
∂
∂
∂
∂
∂
∂
∂
∂X
U
X X
V
X Y X X Y
Ra
X X
U
X Y
V
X
( ) ( ) ( ) Pr( ) .Pr( )
Ω Ω Ω Ω Ω Ω Ω
+ + = + + − −
3
3
3
2
2
2
24
∂
∂
∂
∂τ
∂
∂
∂
∂
∂
∂
∂
∂
∂
∂ ∂
∂
∂
∂ θ
∂ ∂
∂
∂
∂
∂
∂
∂
∂
∂Y
U
Y X
V
Y Y X Y Y
Ra
X Y X
U
Y Y
V
Y
( ) ( ) ( ) Pr( ) .Pr( )
Ω Ω Ω Ω Ω Ω Ω
+ + = + + − −
3
2
3
3
2
25
Non-advection phase
∂
∂τ
∂
∂
∂
∂
∂θ
∂
Ω Ω Ω
= + +Pr( ) .Pr( )
2
2
2
2
X Y
Ra
X 26
∂
∂
∂
∂τ
∂
∂
∂
∂ ∂
∂ θ
∂
∂
∂
∂
∂
∂
∂
∂
∂X X X Y
Ra
X X
U
X Y
V
X
( ) Pr( ) .Pr( )
Ω Ω Ω Ω Ω
= + + − −
3
3
3
2
2
2
27
∂
∂
∂
∂τ
∂
∂ ∂
∂
∂
∂ θ
∂ ∂
∂
∂
∂
∂
∂
∂
∂
∂Y X Y Y
Ra
X Y X
U
Y Y
V
Y
( ) Pr( ) .Pr( )
Ω Ω Ω Ω Ω
= + + − −
3
2
3
3
2
28
Eqs (26) - (28) are solved by using central finite difference
method (FDM), which finally gives
29
30
31
Advection phase
32
33
34
In CIP method, the profile between the lattice points is
interpolated using cubic polynomial as in eq (35)
35
Where
, and
36
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 22
The coefficients of a1 ,a2,…a7 are determined so that the
interpolation function and its first derivatives are continuous at
both ends [16]. With this restriction, the numerical diffusion
can be greatly reduced when the interpolated profile is
constructed. The spatial derivatives are then calculated as
37
38
In two-dimensional case, the adverted profile is approximated
as follow
39
40
41
Where
and
42
The newly calculated spatial quantities are then be used to
solve non-advection phase of Eqns. (26) to (28) and vorticity
formulation of Eqn. (18). In present study, the explicit central
finite different discretisation method is applied with second
order accuracy in time and space. For example, the treatment
for eqn. (18) is
43
In summary, the evolution of the proposed scheme consists of
three steps.
1. The initial value of
Ωi j
n
, ,
Ωx i j
n
, , and
Ωy i j
n
, , are specified at
each grid point.
2. Solve for
Ωi j
n
,
*
Ωx i j
n
, ,
*
and
Ωy i j
n
, ,
*
using the constrained
interpolation process [from eqs (39), (40) and (41) ].
3. The values of
Ωi j
n
,
+1
,
Ωx i j
n
, ,
+1
and
Ωy i j
n
, ,
+1
are then computed
from the newly advected values in step 2 by solving the
nonadvection phase of the governing equations [from eqs (29)
and (31) ].
Then the interpolation and the advection processes are
repeated.
Solution of Energy Equation
The energy equation (19) can be written as
∂θ
∂τ
∂θ
∂
∂θ
∂
+ + =U
X
V
Y
M
44
Where
M
X Y
= +
∂ θ
∂
∂ θ
∂
2
2
2
2
45
The X- and Y-derivatives of (44) are
∂
∂
∂θ
∂τ
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂X
U
X X
V
X Y X
M
X
U
X Y
V
X
[ ] [ ] [ ] [ ]+ + = − −
46
∂
∂
∂θ
∂τ
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂Y
U
Y X
V
Y Y Y
M
X
U
Y Y
V
Y
[ ] [ ] [ ] [ ]+ + = − −
47
Putting the X- and Y-derivatives of M from (45) into (46) and
(47) we get
∂
∂
∂θ
∂τ
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂θ
∂
∂θ
∂ ∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂X
U
X X
V
X Y X XY X
U
X Y
V
X
[ ] [ ] [ ]+ + = + − −
3
3
3
2
48
∂
∂
∂θ
∂τ
∂
∂
∂θ
∂
∂
∂
∂θ
∂
∂θ
∂ ∂
∂θ
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂Y
U
Y X
V
Y Y X X Y X
U
Y Y
V
Y
[ ] [ ] [ ]+ + = + − −
3
2
3
3
49
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 23
Non-advection phase
∂θ
∂τ
∂ θ
∂
∂ θ
∂
= +
2
2
2
2
X Y 50
∂
∂
∂θ
∂τ
∂ θ
∂
∂ θ
∂ ∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂X X X Y X
U
X Y
V
X
[ ] = + − −
3
3
3
2
51
∂
∂
∂θ
∂τ
∂ θ
∂ ∂
∂ θ
∂
∂θ
∂
∂
∂
∂θ
∂
∂
∂Y X X Y X
U
Y Y
V
Y
[ ] = + − −
3
2
3
3
52
Eqs (50) - (52) are solved by using central finite difference
method (FDM), which finally gives
53
54
55
Advection phase
56
57
58
The same procedure is applied for getting the advection phase
of energy equation.
RESULTS AND DISCUSSION
In this numerical research work, the natural convection
phenomena in an enclosed square cavity have been studies
using CIP method. Applying the numerical procedure
mentioned in the last section, the streamlines and isotherms
plots are obtained for various values for Rayleigh Numbers of
Ra=103, 104 and 105 at a fixed Prandtl Number of 0.71. An
in-house code (in Matlab) has been developed for the whole
simulation. These are compared with those obtained from
Lattice Boltzmann method (LBM) [17]. Figure 2 illustrates the
comparison of the streamline plots for various Rayleigh
number between the present and LBM methods, while Figure
3 demonstrates the comparison of the isotherm plots.
Ra = 103
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 24
Ra = 104
Ra = 105
Fig 2 Comparison of the streamline plots for various number
between the present CIP (left) and LBM (right)
Fig 2 Comparison of the isotherm plots for various number
between the present CIP (left) and LBM (right)
CONCLUSIONS
Natural convection in a square cavity was studied using
CIPNSE method. The velocity and temperature profiles for
Rayleigh numbers 103, 104 and 105 obtained in this approach
were compared with those obtained from lattice-Boltzmann
formulations. A good agreement between the present results
and the past indicates that like finite difference and lattice-
Boltzmann formulations, the CIPNSE method may be an
efficient and stable numerical scheme in natural convection.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 25
REFERENCES
[1] Lee, S.L., Hellman, J.M., 1969. Study of Firebrand
Trajectories in a Turbulent Swirling Natural Convection
Plume, Combustion and Flame 13, 645-655.
[2] Clifton, J.V., Chapman, A.J., 1969. Natural Convection
on a Finite-Size Horizontal Plate, International Journal
of Heat and Mass Transfer 12, 1573–1584.
[3] Hassan, K.E., Mohamed, S.A., 1970. Natural Convection
from Isothermal Flat Surfaces, International Journal of
Heat and Mass Transfer 13, 1873–1886.
[4] Hasanuzzaman, M., Saidur, R. Ali, M., Masjuki, H.H.
2007. Effects of Variables on Natural Convectve Heat
Transfer trough V-Corrugated Vertical Plates,
International Journal of Mechanical and Materials
Engineering 2, 109–117.
[5] Qi, H.D., 2008. Fluid Flow and Heat Transfer
Characteristics of Natural Convection in a Square
Cavities due to Discrete Source-Sink Pairs, Interntaional
Journal of Heat and Mass Transfer 51, 25-26.
[6] Nor Azwadi, C.S., Tanahashi, T., 2006. Simplified
Thermal Lattice Boltzmann in Incomressible Limit,
International Journal of Modern Physics B 20, 2437-
2449.
[7] Laguerre, O., Amara, S.B., Flick, D., 2005.
Experimental Study of Heat Transfer by Natural
Convection in a Closed Cavity: Application in a
Domestic Refrigerator, J. Food Engineering 70, 523–
537.
[8] Ravnik, J., Skerget, L., Zunic, Z., 2008. Velocity-
Vorticity Formulation for 3D Natural Convection in
an Inclined Enclosure by BEM, International Journal
Heat and Mass Transfer 51, 4517–4527.
[9] Yasin, V., Hakan, F.O., Ahmet, K., Filiz, O., 2009.
Natural Convection and Fluid Flow in Inclined
Enclosure with a Corner Heater, Applied Thermal
Engineering 29, 340–350.
[10] Kobus, C.J., 2005. Utilizing Disk Thermistors to
Indirectly Measure Convective Heat Transfer
Coefficients for Forced, Natural and Combined (Mixed)
Convection, Experiments in Thermal and Fluid
Science 29, 659–669.
[11] Laguerre, O., Remy, D., Flick, D., 2009. Airflow, Heat
and Moisture Transfers by Natural Convection in a
Refrigerating Cavity, J. Food Engineering 91, 197–
210.
[12] Nor Azwadi, C.S., Tanahashi, T., 2007. Three-
Dimensional Thermal Lattice Boltzmann Simulation of
Natural Convection in a Cubic Cavity, International
Journal of Modern Physics B 21, 87–96.
[13] Lo, D.C., Young, D.L., Tsai, C.C., 2007. High
Resolution of 2D Natural Convection in a Cavity by
the DQ Method, J. Computers and Applied
Mathematics 203, 219–236.
[14] Hasanuzzaman, M., Saidur, R and Masjuki, H.H., 2009.
Effects of operating variables on heat transfer, energy
losses and energy consumption of household
refrigerator-freezer during the closed door operation,
Energy 34(2), 196-198.
[15] Patrick, H.O., David, N., 1999. Introduction to
Convective Heat Transfer Analysis. McGraw Hill.
[16] N.A.C. Sidik and M. R. A. Rahman, 2009. Cubic
Interpolated Pseudo Particle (CIP)- Thermal BGK
Lattice Boltzmann Numerical Scheme for solving
Incompressible Thermal Fluid Flow Problem, Malaysian
Journal of Mathematical Sciences, 3(2), 183-202.
[17] C.S.N. Azwadi and M.S.Idris, 2010. Finite Different and
Lattice Boltzmann Modelling For Simulation of Natural
Convection in A Square Cavity, International Journal of
Mechanical and Materials Engineering (IJMME), Vol.
5, No.1, 80-86.

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Numerical study of natural convection in an enclosed

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 18 NUMERICAL STUDY OF NATURAL CONVECTION IN AN ENCLOSED SQUARE CAVITY USING CONSTRAINED INTERPOLATED PROFILE (CIP) METHOD Asish Mitra Reviewer: Heat and Mass Transfer, WSEAS Associate Professor& HOD of Basic Sciences & Humanities Department, College of Engineering & Management, Kolaghat, East Midnapur, West Bengal -721171 mitra_asish@yahoo.com Abstract In the present study, Constrained Interpolated Profile (CIP) method was used to simulate the natural convection heat transfer and fluid flow in an enclosed square cavity with differentially heated side walls. The fundamental idea of this method is to solve the advection phase equation with CIP method and the non-advection phase equation is calculated with finite difference method. CIPNSE is applied to predict the temperature and velocity profiles in a square cavity for various Rayleigh number: Ra=103 , 104 and 105 . The streamline and isotherms obtained under these conditions were then compared with those published in literature and found a good agreement. Keywords: Constrained Interpolated Profile (CIP), Finite Difference Method (FDM) and Lattice Boltzmann Method (LBM), Natural Convection, Square Cavity, Stream-Function Vorticity. ----------------------------------------------------------------------***------------------------------------------------------------------------ LITERATURE SURVEY: The natural or free convection is the phenomenon of heat transfer between a surface and a fluid moving over it with the fluid motion caused entirely by the buoyancy forces that arise due to the density changes that result from the temperature variations in the flow. Since the early works by researchers ([1], [2], [3], [4]) a great deal of theoretical and experimental researches was dedicated to investigate this phenomenon. The fundamental interest comes from the concern to understand the heat transfer mechanism ([5], [6],[7]) and fluid flow behavior around the surfaces ([8],[9]). On the other hand, a similar interest was provoked by the wide range of engineering applications utilizing this type of phenomenon ([10], [11]). Among the problems related to natural convection, many researchers focused their investigation on the heat transfer and fluid flow behavior from a differentially heated side walls in a cavity ([12], [13], [14]). They frequently considered adiabatic boundary condition for the top and bottom walls. However, very few investigated the effect of perfectly conducting top and bottom walls although it plays important roles in real engineering applications ([15]). In present study, numerical investigation of natural convection in a square cavity is carried out by considering perfectly conducting boundary condition for top and bottom walls. The left and right walls were maintained at hot and cold temperature respectively. The objective of this paper is to extend the formulation of Constrained Interpolated Profile (CIP) method for Navier-Stokes equations to predict temperature and velocity profiles in a differentially heated square enclosure. List of symbols Cp- Specific heat g - Gravitational acceleration H - Length of cavity k - Thermal conductivity L - Length p - Pressure t - Time T - Temperature Th - Surface wall with hot temperature Tc - Surface wall with cold temperature u - Velocity in x direction U - Dimensionless velocity in x direction v - Velocity in y direction V - Dimensionless velocity in y direction x - Axial distance X - Dimensionless axial distance y - Vertical distance Y - Dimensionless vertical distance
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 19 Dimensionless Parameters AR - Aspect Ratio Gr - Grashof Number Pr - Prandtl Number Ra - Rayleigh Number Greek Symbols ρ - Density β - Volumetric thermal expansion τ - Dimensionless time θ - Dimensionless temperature µ - Dynamic viscosity ν - Kinematic shear viscosity α - Thermal diffusivity ω - Vorticity Ω - Dimensionless vorticity ψ - Stream function Ψ - Dimensionless stream function ∇ - Nabla operator Superscript n - Current value n + 1 - Next step value * - Non advection phase value Subscript i - x direction node j - y direction node max i - x direction maximum node max j - y direction maximum node FORMULATION, GOVERNING EQUATIONS AND NUMERICAL METHODS The conservation equations for 2D incompressible square cavity flow in Cartesian form (Fig 1) are: Fig1. Schematic geometry of a square cavity 1 2 3 4 The pressure terms are eliminated by taking the y- derivative of (3) and subtracting from it the x-derivative of (2). This gives 5 Using the definitions of stream function (ψ) and vorticity (ω)
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 20 6 7 8 Eq (5) can be written as 9 In terms of the stream function, the equation defining the vorticity (8) becomes 10 The following dimensionless variables are now introduced: 11 12 13 14 15 Where 16 In terms of these variables, (5), (10), (4) become 17 18 19 CONSTRAINED INTERPOLATED PROFILE NAVIER STOKES EQUATION (CIPNSE) In the CIPNSE method, the equation is divided into two parts: advection phase and non advection phase. The non advection phase will be solved independently through finite difference method while the solutions of advection phase will be obtained using two-dimensional (2D) CIP method. Solution of Vorticity Transport Equation The vorticity transport equation (17) can be written as 20 Where D X Y Ra X = + +Pr[ ] .Pr( ) ∂ ∂ ∂ ∂ ∂θ ∂ 2 2 2 2 Ω Ω 21 The X- and Y-derivatives of (20) are 22 23 Putting the X- and Y-derivatives of D from (21) into (22) and (23) we get
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 21 ∂ ∂ ∂ ∂τ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ θ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂X U X X V X Y X X Y Ra X X U X Y V X ( ) ( ) ( ) Pr( ) .Pr( ) Ω Ω Ω Ω Ω Ω Ω + + = + + − − 3 3 3 2 2 2 24 ∂ ∂ ∂ ∂τ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ θ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂Y U Y X V Y Y X Y Y Ra X Y X U Y Y V Y ( ) ( ) ( ) Pr( ) .Pr( ) Ω Ω Ω Ω Ω Ω Ω + + = + + − − 3 2 3 3 2 25 Non-advection phase ∂ ∂τ ∂ ∂ ∂ ∂ ∂θ ∂ Ω Ω Ω = + +Pr( ) .Pr( ) 2 2 2 2 X Y Ra X 26 ∂ ∂ ∂ ∂τ ∂ ∂ ∂ ∂ ∂ ∂ θ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂X X X Y Ra X X U X Y V X ( ) Pr( ) .Pr( ) Ω Ω Ω Ω Ω = + + − − 3 3 3 2 2 2 27 ∂ ∂ ∂ ∂τ ∂ ∂ ∂ ∂ ∂ ∂ θ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂ ∂Y X Y Y Ra X Y X U Y Y V Y ( ) Pr( ) .Pr( ) Ω Ω Ω Ω Ω = + + − − 3 2 3 3 2 28 Eqs (26) - (28) are solved by using central finite difference method (FDM), which finally gives 29 30 31 Advection phase 32 33 34 In CIP method, the profile between the lattice points is interpolated using cubic polynomial as in eq (35) 35 Where , and 36
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 22 The coefficients of a1 ,a2,…a7 are determined so that the interpolation function and its first derivatives are continuous at both ends [16]. With this restriction, the numerical diffusion can be greatly reduced when the interpolated profile is constructed. The spatial derivatives are then calculated as 37 38 In two-dimensional case, the adverted profile is approximated as follow 39 40 41 Where and 42 The newly calculated spatial quantities are then be used to solve non-advection phase of Eqns. (26) to (28) and vorticity formulation of Eqn. (18). In present study, the explicit central finite different discretisation method is applied with second order accuracy in time and space. For example, the treatment for eqn. (18) is 43 In summary, the evolution of the proposed scheme consists of three steps. 1. The initial value of Ωi j n , , Ωx i j n , , and Ωy i j n , , are specified at each grid point. 2. Solve for Ωi j n , * Ωx i j n , , * and Ωy i j n , , * using the constrained interpolation process [from eqs (39), (40) and (41) ]. 3. The values of Ωi j n , +1 , Ωx i j n , , +1 and Ωy i j n , , +1 are then computed from the newly advected values in step 2 by solving the nonadvection phase of the governing equations [from eqs (29) and (31) ]. Then the interpolation and the advection processes are repeated. Solution of Energy Equation The energy equation (19) can be written as ∂θ ∂τ ∂θ ∂ ∂θ ∂ + + =U X V Y M 44 Where M X Y = + ∂ θ ∂ ∂ θ ∂ 2 2 2 2 45 The X- and Y-derivatives of (44) are ∂ ∂ ∂θ ∂τ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂X U X X V X Y X M X U X Y V X [ ] [ ] [ ] [ ]+ + = − − 46 ∂ ∂ ∂θ ∂τ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂Y U Y X V Y Y Y M X U Y Y V Y [ ] [ ] [ ] [ ]+ + = − − 47 Putting the X- and Y-derivatives of M from (45) into (46) and (47) we get ∂ ∂ ∂θ ∂τ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂θ ∂ ∂θ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂X U X X V X Y X XY X U X Y V X [ ] [ ] [ ]+ + = + − − 3 3 3 2 48 ∂ ∂ ∂θ ∂τ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂θ ∂ ∂ ∂θ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂Y U Y X V Y Y X X Y X U Y Y V Y [ ] [ ] [ ]+ + = + − − 3 2 3 3 49
  • 6. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 23 Non-advection phase ∂θ ∂τ ∂ θ ∂ ∂ θ ∂ = + 2 2 2 2 X Y 50 ∂ ∂ ∂θ ∂τ ∂ θ ∂ ∂ θ ∂ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂X X X Y X U X Y V X [ ] = + − − 3 3 3 2 51 ∂ ∂ ∂θ ∂τ ∂ θ ∂ ∂ ∂ θ ∂ ∂θ ∂ ∂ ∂ ∂θ ∂ ∂ ∂Y X X Y X U Y Y V Y [ ] = + − − 3 2 3 3 52 Eqs (50) - (52) are solved by using central finite difference method (FDM), which finally gives 53 54 55 Advection phase 56 57 58 The same procedure is applied for getting the advection phase of energy equation. RESULTS AND DISCUSSION In this numerical research work, the natural convection phenomena in an enclosed square cavity have been studies using CIP method. Applying the numerical procedure mentioned in the last section, the streamlines and isotherms plots are obtained for various values for Rayleigh Numbers of Ra=103, 104 and 105 at a fixed Prandtl Number of 0.71. An in-house code (in Matlab) has been developed for the whole simulation. These are compared with those obtained from Lattice Boltzmann method (LBM) [17]. Figure 2 illustrates the comparison of the streamline plots for various Rayleigh number between the present and LBM methods, while Figure 3 demonstrates the comparison of the isotherm plots. Ra = 103
  • 7. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 24 Ra = 104 Ra = 105 Fig 2 Comparison of the streamline plots for various number between the present CIP (left) and LBM (right) Fig 2 Comparison of the isotherm plots for various number between the present CIP (left) and LBM (right) CONCLUSIONS Natural convection in a square cavity was studied using CIPNSE method. The velocity and temperature profiles for Rayleigh numbers 103, 104 and 105 obtained in this approach were compared with those obtained from lattice-Boltzmann formulations. A good agreement between the present results and the past indicates that like finite difference and lattice- Boltzmann formulations, the CIPNSE method may be an efficient and stable numerical scheme in natural convection.
  • 8. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 09 | Sep-2013, Available @ http://www.ijret.org 25 REFERENCES [1] Lee, S.L., Hellman, J.M., 1969. Study of Firebrand Trajectories in a Turbulent Swirling Natural Convection Plume, Combustion and Flame 13, 645-655. [2] Clifton, J.V., Chapman, A.J., 1969. Natural Convection on a Finite-Size Horizontal Plate, International Journal of Heat and Mass Transfer 12, 1573–1584. [3] Hassan, K.E., Mohamed, S.A., 1970. Natural Convection from Isothermal Flat Surfaces, International Journal of Heat and Mass Transfer 13, 1873–1886. [4] Hasanuzzaman, M., Saidur, R. Ali, M., Masjuki, H.H. 2007. Effects of Variables on Natural Convectve Heat Transfer trough V-Corrugated Vertical Plates, International Journal of Mechanical and Materials Engineering 2, 109–117. [5] Qi, H.D., 2008. Fluid Flow and Heat Transfer Characteristics of Natural Convection in a Square Cavities due to Discrete Source-Sink Pairs, Interntaional Journal of Heat and Mass Transfer 51, 25-26. [6] Nor Azwadi, C.S., Tanahashi, T., 2006. Simplified Thermal Lattice Boltzmann in Incomressible Limit, International Journal of Modern Physics B 20, 2437- 2449. [7] Laguerre, O., Amara, S.B., Flick, D., 2005. Experimental Study of Heat Transfer by Natural Convection in a Closed Cavity: Application in a Domestic Refrigerator, J. Food Engineering 70, 523– 537. [8] Ravnik, J., Skerget, L., Zunic, Z., 2008. Velocity- Vorticity Formulation for 3D Natural Convection in an Inclined Enclosure by BEM, International Journal Heat and Mass Transfer 51, 4517–4527. [9] Yasin, V., Hakan, F.O., Ahmet, K., Filiz, O., 2009. Natural Convection and Fluid Flow in Inclined Enclosure with a Corner Heater, Applied Thermal Engineering 29, 340–350. [10] Kobus, C.J., 2005. Utilizing Disk Thermistors to Indirectly Measure Convective Heat Transfer Coefficients for Forced, Natural and Combined (Mixed) Convection, Experiments in Thermal and Fluid Science 29, 659–669. [11] Laguerre, O., Remy, D., Flick, D., 2009. Airflow, Heat and Moisture Transfers by Natural Convection in a Refrigerating Cavity, J. Food Engineering 91, 197– 210. [12] Nor Azwadi, C.S., Tanahashi, T., 2007. Three- Dimensional Thermal Lattice Boltzmann Simulation of Natural Convection in a Cubic Cavity, International Journal of Modern Physics B 21, 87–96. [13] Lo, D.C., Young, D.L., Tsai, C.C., 2007. High Resolution of 2D Natural Convection in a Cavity by the DQ Method, J. Computers and Applied Mathematics 203, 219–236. [14] Hasanuzzaman, M., Saidur, R and Masjuki, H.H., 2009. Effects of operating variables on heat transfer, energy losses and energy consumption of household refrigerator-freezer during the closed door operation, Energy 34(2), 196-198. [15] Patrick, H.O., David, N., 1999. Introduction to Convective Heat Transfer Analysis. McGraw Hill. [16] N.A.C. Sidik and M. R. A. Rahman, 2009. Cubic Interpolated Pseudo Particle (CIP)- Thermal BGK Lattice Boltzmann Numerical Scheme for solving Incompressible Thermal Fluid Flow Problem, Malaysian Journal of Mathematical Sciences, 3(2), 183-202. [17] C.S.N. Azwadi and M.S.Idris, 2010. Finite Different and Lattice Boltzmann Modelling For Simulation of Natural Convection in A Square Cavity, International Journal of Mechanical and Materials Engineering (IJMME), Vol. 5, No.1, 80-86.