SlideShare a Scribd company logo
1 of 3
Download to read offline
IJSRD - International Journal for Scientific Research & Development| Vol. 3, Issue 10, 2015 | ISSN (online): 2321-0613
All rights reserved by www.ijsrd.com 727
CFD Simulation of Lid Driven Cavity Flow
Jagram Kushwah1
K. C. Arora2
Manoj Sharma3
1
M.Tech Student 2
Dean Academic and Head ME 3
Assistant Professor
1,2,3
NITM Gwalior
Abstract— This project aims at simulating lid driven cavity
flow problem using package MATLAB. Steady
Incompressible Navier-Stokes equation with continuity
equation will be studied at various Reynolds number. The
main aim is to obtain the velocity field in steady state using
the finite difference formulation on momentum equations
and continuity equation. Reynold number is the pertinent
parameter of the present study. Taylor’s series expansion
has been used to convert the governing equations in the
algebraic form using finite difference schemes.
Key words: CFD, Navier-Stroke, Stream-Vorticity
Implementation
I. INTRODUCTION
The lid-driven cavity flow is the motion of a fluid inside a
rectangular cavity created by a constant translational
velocity of one side while the other sides remain at rest.
Fluid flow behaviours inside lid driven cavities have been
the subject of extensive computational and experimental
studies over the past years. Applications of lid driven
cavities are in material processing, dynamics of lakes, metal
casting and galvanizing.
The macroscopic variables of interest in
conventional numerical methods, such as velocity and
pressure are usually obtained by solving the Navier-Stokes
equation. Such numerical methods for two dimensional
steady incompressible Navier-Stokes equations are often
tested for code validation. The one sided lid-driven square
cavity flow has been used as a benchmark problem for many
numerical methods due to its simple geometry and
complicated flow behaviors. It is usually very difficult to
capture the flow phenomena near the singular points at the
corners of the cavity (Chen, 2009 and 2011. Migeon et al.
(2003)
(N. A. C. Sidik and S. M. R. Attarzadeh, 2011)
considered the cubic interpolated pseudo particle method
and validate their results with the shear driven flow in
shallow cavities. (Li et al., 2011) applied the new version of
multiple relaxation time lattices Boltzmann method to
investigate the fluid flow in deep cavity.
There have been some works devoted to the issue
of heat transfer in the shear driven cavity. (Manca et al.,
2003) presented a numerical analysis of laminar mixed
convection in an open cavity with a heated wall bounded by
a horizontally insulated plate. Results were reported for
Reynolds numbers from 100 to 1000 and aspect ratio in the
ranges from 0.1 to 1.5. They presented that the maximum
decrease in temperature was occurred at higher Reynolds.
The effect of the ratio of channel height to the cavity height
was found to be played a significant role on streamlines and
isotherm patterns for different heating configurations. The
investigation also indicates that opposing forced flow
configuration has the highest thermal performance, in terms
of both maximum temperature and average Nusselt number.
(Gau and Sharif, 2004) reported mixed convection
in rectangular cavities at various aspect ratios with moving
isothermal side walls and constant flux heat source on the
bottom wall. Numerical simulation of unsteady mixed
convection in a driven cavity using an externally excited
sliding lid is conducted by (Khanafer et al. 2007). They
observed that, Re and Gr would either enhance or retard the
energy transport process and drag force behavior depending
on the conduct of the velocity cycle.
(Ch.-H. Bruneau and M. Saad, 2006, Batchelor,
(1956), have pointed out that, driven cavity flows exhibit
almost all the phenomena that can possibly occur in
incompressible flows: eddies, secondary flows, complex
three-dimensional patterns, chaotic particle motions,
instability, and turbulence. Thus, these broad spectra of
features make the cavity flows overwhelmingly attractive
for examining the computational schemes.
This paper aims to provide a CFD simulation study
of incompressible viscous laminar flow in cavity flow using
MATLAB package
A. Problem Statement
Fig. 1 shows the Schematic of square cavity. From fig. 1 one
can notice that the upper lid of the cavity is moving with
velocity u. While other boundaries have no-slip tangential
and zero normal velocity boundary condition. Fluid flow is
laminar inside the two-dimensional square cavity. As there
is no direct equation available for pressure calculation for
incompressible flow stream-vorticity approach has been
used to solve the governing equations
Fig. 1: Schematic of square cavity
II. NUMERICAL METHODOLOGY
As for incompressible flow pressure is difficult variable to
handle because there is no direct equation available for
pressure calculation, stream function-vorticity approach has
been adopted to solve governing equation. Finite difference
technique has been used to solve vorticity transport
equation. A nonuniform collocated grid has been used in
which all the flow variables are stored at the same location.
A. Governing Equations
Governing equation are those of 2D incompressible Navier -
Stokes equations includes the continuity equation, x-
momentum and y-momentum equation
CFD Simulation of Lid Driven Cavity Flow
(IJSRD/Vol. 3/Issue 10/2015/156)
All rights reserved by www.ijsrd.com 728
B. Continuity Equation
C. Momentum Equations
1) X-Momentum Equation
( )
2) Y-Momentum Equation
( )
D. Stream-Vorticity Implementation
As governing equation involves the pressure term and there
is no direct equation for calculating pressure it is difficult to
calculate pressure in the incompressible flow. Stream-
vorticity implementation will eliminate the pressure term
from governing equation by cross-differentiation of the x-
momentum and y-momentum equation and makes the
problem easy to construct numerical schemes.
1) Velocity And Stream-Function Relationship
2) Vorticity And Stream-Function Relationship
( )
E. Vorticity Transport Equation
( )
The above equations can be non-dimensionalized by non-
dimensional parameters listed below
⁄
F. Vorticity and Stream-Function Relationship
( )
G. Vorticity Transport equation
( )
H. Taylor’s Series Expansion
The difference approximation can be done using Taylor-
series expansion or Taylor’s formula. Taylor-series
expansion for T(x+∆x, y) about (x, y) can be represented as
( ) ( )
( ) ( ) ( )
( )
From equation 4.1 we can find the algebraic form
of first order partial differential term for forward scheme by
rearranging the term as,
( ) ( ) ( ) ( )
Changing to i, j notation, we can write the above equation
as,
Where truncation error (T.E.) is the difference between the
partial derivative and its finite-difference representation. We
can also write the above eq. as,
( )
Where O(∆x) represents the order of term ∆x and
higher, which has been neglected during finding the
approximation.
Similarly,
( )
( )
( )
( )
III. GRID GENERATION
Physical domain has been discretized into small rectangular
four nodded elements. A non-uniform collocated grid has
been used for better accuracy at the walls of the enclosure.
A collocated grid is what in which all the field variables
(vectors as well as scalars) are defined at the same point of a
cell. Figure 2 shows the non-uniform collocated grid where
element φ (i, j) represents the velocity component, stream-
function, vorticity and temperature at the ith and jth node.
Fig. 2: Schematic diagrams of computational domain and
grid layout
IV. RESULTS
Figure 3 and 4 represents the contours of stream lines,
vertical velocity and horizontal velocity for different grid
size, stream lines actually represents the flow of the fluid
inside the cavity. From the contours one can notice that
difference between the stream lines near the upper lid is
very small which means that flow of the fluid is very high
which actually represents the lid-driven upper wall.
CFD Simulation of Lid Driven Cavity Flow
(IJSRD/Vol. 3/Issue 10/2015/156)
All rights reserved by www.ijsrd.com 729
Fig. 3: Contour plot of stream function for characteristics
Fig. 4: Contour plot of vertical and horizontal velocities for
characteristics
V. CONCLUSION
 Taylor series helps in converting the partial equations
into algebric form.
 Software like MATLAB can be used to simulate the
Navier-stokes equation.
 Contours of strem function and velocities have been
presented.
 Increment in grid size affects the solution of the
problem.
 From the contours one can notice that difference
between the stream lines near the upper lid is very
small.
 Flow of the fluid is very high which actually represents
the lid-driven upper wall.
REFERENCES
[1] Chen S, A large-eddy-based lattice Boltzmann model
for turbulent flow simulation. App. Mathe. & Comp.,
215, pp. 591–595.
[2] N. A. C. Sidik and S. M. R. Attarzadeh, An accurate
numerical prediction of solid particle fluid flow in a lid-
driven cavity. Intl. J. Mech., 5(3), pp. 123-128.
[3] S.L. Li, Y.C. Chen, and C.A. Lin. Multi relaxation time
lattice Boltzmann simulations of deep lid driven cavity
flows at different aspect ratios. Comput. & Fluids,
45(1), pp. 233-240.
[4] A.J. Chamkha, Hydromagnetic combined convection
flow in a vertical lid-driven cavity with internal heat
generation or absorption, Numer. Heat Transfer, Part A,
vol. 41, pp. 529-546.
[5] K.M. Khanafer, A.M. Al-Amiri and I. Pop, Numerical
simulation of unsteady mixed convection in a driven
cavity using an externally excited sliding lid, European
J. Mechanics B/Fluids, vol. 26, pp.669-687.
[6] G.K. Batchelor. On Steady Laminar Flow with Closed
Streamlines at Large Reynolds Numbers. J. Fluid
Mech., 1, pp. 177–190.

More Related Content

What's hot

Fluid Mechanics Chapter 5. Dimensional Analysis and Similitude
Fluid Mechanics Chapter 5. Dimensional Analysis and SimilitudeFluid Mechanics Chapter 5. Dimensional Analysis and Similitude
Fluid Mechanics Chapter 5. Dimensional Analysis and SimilitudeAddisu Dagne Zegeye
 
Fluid MechanicsVortex flow and impulse momentum
Fluid MechanicsVortex flow and impulse momentumFluid MechanicsVortex flow and impulse momentum
Fluid MechanicsVortex flow and impulse momentumMohsin Siddique
 
Boundary layer equation
Boundary layer equationBoundary layer equation
Boundary layer equationJustin Myint
 
Chapter four fluid mechanics
Chapter four fluid mechanicsChapter four fluid mechanics
Chapter four fluid mechanicsabrish shewa
 
Fluid Mechanics Chapter 6. Boundary Layer Concept
Fluid Mechanics Chapter 6. Boundary Layer ConceptFluid Mechanics Chapter 6. Boundary Layer Concept
Fluid Mechanics Chapter 6. Boundary Layer ConceptAddisu Dagne Zegeye
 
Fluid Mechanics Chapter 7. Compressible flow
Fluid Mechanics Chapter 7. Compressible flowFluid Mechanics Chapter 7. Compressible flow
Fluid Mechanics Chapter 7. Compressible flowAddisu Dagne Zegeye
 
Biofluid Chapter 3.6.pdf
Biofluid Chapter 3.6.pdfBiofluid Chapter 3.6.pdf
Biofluid Chapter 3.6.pdfAbrarFarhan3
 
Boundary layer theory 1
Boundary layer theory 1Boundary layer theory 1
Boundary layer theory 1sistec
 
Boundary layer theory 3
Boundary layer theory 3Boundary layer theory 3
Boundary layer theory 3sistec
 
Streamlines and streamtubes
Streamlines and streamtubesStreamlines and streamtubes
Streamlines and streamtubesManojkumar S
 

What's hot (20)

Fluid Mechanics Chapter 5. Dimensional Analysis and Similitude
Fluid Mechanics Chapter 5. Dimensional Analysis and SimilitudeFluid Mechanics Chapter 5. Dimensional Analysis and Similitude
Fluid Mechanics Chapter 5. Dimensional Analysis and Similitude
 
Fluid MechanicsVortex flow and impulse momentum
Fluid MechanicsVortex flow and impulse momentumFluid MechanicsVortex flow and impulse momentum
Fluid MechanicsVortex flow and impulse momentum
 
Heat transfer chapter one and two
Heat transfer chapter one and twoHeat transfer chapter one and two
Heat transfer chapter one and two
 
Fluid dynamics
Fluid dynamicsFluid dynamics
Fluid dynamics
 
Boundary layer equation
Boundary layer equationBoundary layer equation
Boundary layer equation
 
Chapter four fluid mechanics
Chapter four fluid mechanicsChapter four fluid mechanics
Chapter four fluid mechanics
 
Potential flow
Potential flowPotential flow
Potential flow
 
Fluid Mechanics Chapter 6. Boundary Layer Concept
Fluid Mechanics Chapter 6. Boundary Layer ConceptFluid Mechanics Chapter 6. Boundary Layer Concept
Fluid Mechanics Chapter 6. Boundary Layer Concept
 
Fluid Mechanics Chapter 7. Compressible flow
Fluid Mechanics Chapter 7. Compressible flowFluid Mechanics Chapter 7. Compressible flow
Fluid Mechanics Chapter 7. Compressible flow
 
1 2 tutorial questions
1 2 tutorial questions1 2 tutorial questions
1 2 tutorial questions
 
mass momentum energy equations
mass momentum energy equationsmass momentum energy equations
mass momentum energy equations
 
Biofluid Chapter 3.6.pdf
Biofluid Chapter 3.6.pdfBiofluid Chapter 3.6.pdf
Biofluid Chapter 3.6.pdf
 
Boundary layer theory 1
Boundary layer theory 1Boundary layer theory 1
Boundary layer theory 1
 
Fluid kinematics
Fluid kinematicsFluid kinematics
Fluid kinematics
 
Boundary layer theory 3
Boundary layer theory 3Boundary layer theory 3
Boundary layer theory 3
 
Streamlines and streamtubes
Streamlines and streamtubesStreamlines and streamtubes
Streamlines and streamtubes
 
Fluid Mechanics - Fluid Dynamics
Fluid Mechanics - Fluid DynamicsFluid Mechanics - Fluid Dynamics
Fluid Mechanics - Fluid Dynamics
 
Fluid kinematics
Fluid kinematics Fluid kinematics
Fluid kinematics
 
vortex and circulation
vortex and circulationvortex and circulation
vortex and circulation
 
Final Report
Final ReportFinal Report
Final Report
 

Similar to CFD simulation of Lid driven cavity flow

Lid driven cavity flow simulation using CFD & MATLAB
Lid driven cavity flow simulation using CFD & MATLABLid driven cavity flow simulation using CFD & MATLAB
Lid driven cavity flow simulation using CFD & MATLABIJSRD
 
Lattice boltzmann simulation of non newtonian fluid flow in a lid driven cavit
Lattice boltzmann simulation of non newtonian fluid flow in a lid driven cavitLattice boltzmann simulation of non newtonian fluid flow in a lid driven cavit
Lattice boltzmann simulation of non newtonian fluid flow in a lid driven cavitIAEME Publication
 
CFD and Artificial Neural Networks Analysis of Plane Sudden Expansion Flows
CFD and Artificial Neural Networks Analysis of Plane Sudden Expansion FlowsCFD and Artificial Neural Networks Analysis of Plane Sudden Expansion Flows
CFD and Artificial Neural Networks Analysis of Plane Sudden Expansion FlowsCSCJournals
 
LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY
LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY
LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY IAEME Publication
 
Numerical study on free-surface flow
Numerical study on free-surface flowNumerical study on free-surface flow
Numerical study on free-surface flowmiguelpgomes07
 
Aerodynamic Analysis of Low Speed Turbulent Flow Over A Delta Wing
Aerodynamic Analysis of Low Speed Turbulent Flow Over A Delta WingAerodynamic Analysis of Low Speed Turbulent Flow Over A Delta Wing
Aerodynamic Analysis of Low Speed Turbulent Flow Over A Delta WingIJRES Journal
 
Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...
Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...
Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...iosrjce
 
Asme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection FlowAsme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection FlowHIIO
 
Calculation of Fluid Dynamic for Wind Flow around Reinforced Concrete Walls
Calculation of Fluid Dynamic for Wind Flow around Reinforced Concrete WallsCalculation of Fluid Dynamic for Wind Flow around Reinforced Concrete Walls
Calculation of Fluid Dynamic for Wind Flow around Reinforced Concrete WallsIJERA Editor
 
ANALYSIS OF VORTEX INDUCED VIBRATION USING IFS
ANALYSIS OF VORTEX INDUCED VIBRATION USING IFSANALYSIS OF VORTEX INDUCED VIBRATION USING IFS
ANALYSIS OF VORTEX INDUCED VIBRATION USING IFSIJCI JOURNAL
 
technoloTwo dimensional numerical simulation of the combined heat transfer in...
technoloTwo dimensional numerical simulation of the combined heat transfer in...technoloTwo dimensional numerical simulation of the combined heat transfer in...
technoloTwo dimensional numerical simulation of the combined heat transfer in...ijmech
 
ODDLS: Overlapping domain decomposition Level Set Method
ODDLS: Overlapping domain decomposition Level Set MethodODDLS: Overlapping domain decomposition Level Set Method
ODDLS: Overlapping domain decomposition Level Set MethodAleix Valls
 

Similar to CFD simulation of Lid driven cavity flow (20)

Lid driven cavity flow simulation using CFD & MATLAB
Lid driven cavity flow simulation using CFD & MATLABLid driven cavity flow simulation using CFD & MATLAB
Lid driven cavity flow simulation using CFD & MATLAB
 
Lattice boltzmann simulation of non newtonian fluid flow in a lid driven cavit
Lattice boltzmann simulation of non newtonian fluid flow in a lid driven cavitLattice boltzmann simulation of non newtonian fluid flow in a lid driven cavit
Lattice boltzmann simulation of non newtonian fluid flow in a lid driven cavit
 
CFD and Artificial Neural Networks Analysis of Plane Sudden Expansion Flows
CFD and Artificial Neural Networks Analysis of Plane Sudden Expansion FlowsCFD and Artificial Neural Networks Analysis of Plane Sudden Expansion Flows
CFD and Artificial Neural Networks Analysis of Plane Sudden Expansion Flows
 
Ijmet 10 01_012
Ijmet 10 01_012Ijmet 10 01_012
Ijmet 10 01_012
 
240708
240708240708
240708
 
report
reportreport
report
 
LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY
LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY
LATTICE BOLTZMANN SIMULATION OF NON-NEWTONIAN FLUID FLOW IN A LID DRIVEN CAVITY
 
100-423-1-PB.pdf
100-423-1-PB.pdf100-423-1-PB.pdf
100-423-1-PB.pdf
 
Numerical study on free-surface flow
Numerical study on free-surface flowNumerical study on free-surface flow
Numerical study on free-surface flow
 
Ijmet 06 10_001
Ijmet 06 10_001Ijmet 06 10_001
Ijmet 06 10_001
 
Aerodynamic Analysis of Low Speed Turbulent Flow Over A Delta Wing
Aerodynamic Analysis of Low Speed Turbulent Flow Over A Delta WingAerodynamic Analysis of Low Speed Turbulent Flow Over A Delta Wing
Aerodynamic Analysis of Low Speed Turbulent Flow Over A Delta Wing
 
J012626269
J012626269J012626269
J012626269
 
Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...
Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...
Numerical Investigation of Mixed Convective Flow inside a Straight Pipe and B...
 
J012626269
J012626269J012626269
J012626269
 
Asme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection FlowAsme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection Flow
 
Calculation of Fluid Dynamic for Wind Flow around Reinforced Concrete Walls
Calculation of Fluid Dynamic for Wind Flow around Reinforced Concrete WallsCalculation of Fluid Dynamic for Wind Flow around Reinforced Concrete Walls
Calculation of Fluid Dynamic for Wind Flow around Reinforced Concrete Walls
 
ANALYSIS OF VORTEX INDUCED VIBRATION USING IFS
ANALYSIS OF VORTEX INDUCED VIBRATION USING IFSANALYSIS OF VORTEX INDUCED VIBRATION USING IFS
ANALYSIS OF VORTEX INDUCED VIBRATION USING IFS
 
technoloTwo dimensional numerical simulation of the combined heat transfer in...
technoloTwo dimensional numerical simulation of the combined heat transfer in...technoloTwo dimensional numerical simulation of the combined heat transfer in...
technoloTwo dimensional numerical simulation of the combined heat transfer in...
 
Af03101880194
Af03101880194Af03101880194
Af03101880194
 
ODDLS: Overlapping domain decomposition Level Set Method
ODDLS: Overlapping domain decomposition Level Set MethodODDLS: Overlapping domain decomposition Level Set Method
ODDLS: Overlapping domain decomposition Level Set Method
 

More from IJSRD

#IJSRD #Research Paper Publication
#IJSRD #Research Paper Publication#IJSRD #Research Paper Publication
#IJSRD #Research Paper PublicationIJSRD
 
Maintaining Data Confidentiality in Association Rule Mining in Distributed En...
Maintaining Data Confidentiality in Association Rule Mining in Distributed En...Maintaining Data Confidentiality in Association Rule Mining in Distributed En...
Maintaining Data Confidentiality in Association Rule Mining in Distributed En...IJSRD
 
Performance and Emission characteristics of a Single Cylinder Four Stroke Die...
Performance and Emission characteristics of a Single Cylinder Four Stroke Die...Performance and Emission characteristics of a Single Cylinder Four Stroke Die...
Performance and Emission characteristics of a Single Cylinder Four Stroke Die...IJSRD
 
Preclusion of High and Low Pressure In Boiler by Using LABVIEW
Preclusion of High and Low Pressure In Boiler by Using LABVIEWPreclusion of High and Low Pressure In Boiler by Using LABVIEW
Preclusion of High and Low Pressure In Boiler by Using LABVIEWIJSRD
 
Prevention and Detection of Man in the Middle Attack on AODV Protocol
Prevention and Detection of Man in the Middle Attack on AODV ProtocolPrevention and Detection of Man in the Middle Attack on AODV Protocol
Prevention and Detection of Man in the Middle Attack on AODV ProtocolIJSRD
 
Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...
Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...
Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...IJSRD
 
Evaluation the Effect of Machining Parameters on MRR of Mild Steel
Evaluation the Effect of Machining Parameters on MRR of Mild SteelEvaluation the Effect of Machining Parameters on MRR of Mild Steel
Evaluation the Effect of Machining Parameters on MRR of Mild SteelIJSRD
 
Filter unwanted messages from walls and blocking nonlegitimate user in osn
Filter unwanted messages from walls and blocking nonlegitimate user in osnFilter unwanted messages from walls and blocking nonlegitimate user in osn
Filter unwanted messages from walls and blocking nonlegitimate user in osnIJSRD
 
Keystroke Dynamics Authentication with Project Management System
Keystroke Dynamics Authentication with Project Management SystemKeystroke Dynamics Authentication with Project Management System
Keystroke Dynamics Authentication with Project Management SystemIJSRD
 
Diagnosing lungs cancer Using Neural Networks
Diagnosing lungs cancer Using Neural NetworksDiagnosing lungs cancer Using Neural Networks
Diagnosing lungs cancer Using Neural NetworksIJSRD
 
A Survey on Sentiment Analysis and Opinion Mining
A Survey on Sentiment Analysis and Opinion MiningA Survey on Sentiment Analysis and Opinion Mining
A Survey on Sentiment Analysis and Opinion MiningIJSRD
 
A Defect Prediction Model for Software Product based on ANFIS
A Defect Prediction Model for Software Product based on ANFISA Defect Prediction Model for Software Product based on ANFIS
A Defect Prediction Model for Software Product based on ANFISIJSRD
 
Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...
Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...
Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...IJSRD
 
Product Quality Analysis based on online Reviews
Product Quality Analysis based on online ReviewsProduct Quality Analysis based on online Reviews
Product Quality Analysis based on online ReviewsIJSRD
 
Solving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy Numbers
Solving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy NumbersSolving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy Numbers
Solving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy NumbersIJSRD
 
Study of Clustering of Data Base in Education Sector Using Data Mining
Study of Clustering of Data Base in Education Sector Using Data MiningStudy of Clustering of Data Base in Education Sector Using Data Mining
Study of Clustering of Data Base in Education Sector Using Data MiningIJSRD
 
Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...
Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...
Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...IJSRD
 
Investigation of Effect of Process Parameters on Maximum Temperature during F...
Investigation of Effect of Process Parameters on Maximum Temperature during F...Investigation of Effect of Process Parameters on Maximum Temperature during F...
Investigation of Effect of Process Parameters on Maximum Temperature during F...IJSRD
 
Review Paper on Computer Aided Design & Analysis of Rotor Shaft of a Rotavator
Review Paper on Computer Aided Design & Analysis of Rotor Shaft of a RotavatorReview Paper on Computer Aided Design & Analysis of Rotor Shaft of a Rotavator
Review Paper on Computer Aided Design & Analysis of Rotor Shaft of a RotavatorIJSRD
 
A Survey on Data Mining Techniques for Crime Hotspots Prediction
A Survey on Data Mining Techniques for Crime Hotspots PredictionA Survey on Data Mining Techniques for Crime Hotspots Prediction
A Survey on Data Mining Techniques for Crime Hotspots PredictionIJSRD
 

More from IJSRD (20)

#IJSRD #Research Paper Publication
#IJSRD #Research Paper Publication#IJSRD #Research Paper Publication
#IJSRD #Research Paper Publication
 
Maintaining Data Confidentiality in Association Rule Mining in Distributed En...
Maintaining Data Confidentiality in Association Rule Mining in Distributed En...Maintaining Data Confidentiality in Association Rule Mining in Distributed En...
Maintaining Data Confidentiality in Association Rule Mining in Distributed En...
 
Performance and Emission characteristics of a Single Cylinder Four Stroke Die...
Performance and Emission characteristics of a Single Cylinder Four Stroke Die...Performance and Emission characteristics of a Single Cylinder Four Stroke Die...
Performance and Emission characteristics of a Single Cylinder Four Stroke Die...
 
Preclusion of High and Low Pressure In Boiler by Using LABVIEW
Preclusion of High and Low Pressure In Boiler by Using LABVIEWPreclusion of High and Low Pressure In Boiler by Using LABVIEW
Preclusion of High and Low Pressure In Boiler by Using LABVIEW
 
Prevention and Detection of Man in the Middle Attack on AODV Protocol
Prevention and Detection of Man in the Middle Attack on AODV ProtocolPrevention and Detection of Man in the Middle Attack on AODV Protocol
Prevention and Detection of Man in the Middle Attack on AODV Protocol
 
Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...
Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...
Comparative Analysis of PAPR Reduction Techniques in OFDM Using Precoding Tec...
 
Evaluation the Effect of Machining Parameters on MRR of Mild Steel
Evaluation the Effect of Machining Parameters on MRR of Mild SteelEvaluation the Effect of Machining Parameters on MRR of Mild Steel
Evaluation the Effect of Machining Parameters on MRR of Mild Steel
 
Filter unwanted messages from walls and blocking nonlegitimate user in osn
Filter unwanted messages from walls and blocking nonlegitimate user in osnFilter unwanted messages from walls and blocking nonlegitimate user in osn
Filter unwanted messages from walls and blocking nonlegitimate user in osn
 
Keystroke Dynamics Authentication with Project Management System
Keystroke Dynamics Authentication with Project Management SystemKeystroke Dynamics Authentication with Project Management System
Keystroke Dynamics Authentication with Project Management System
 
Diagnosing lungs cancer Using Neural Networks
Diagnosing lungs cancer Using Neural NetworksDiagnosing lungs cancer Using Neural Networks
Diagnosing lungs cancer Using Neural Networks
 
A Survey on Sentiment Analysis and Opinion Mining
A Survey on Sentiment Analysis and Opinion MiningA Survey on Sentiment Analysis and Opinion Mining
A Survey on Sentiment Analysis and Opinion Mining
 
A Defect Prediction Model for Software Product based on ANFIS
A Defect Prediction Model for Software Product based on ANFISA Defect Prediction Model for Software Product based on ANFIS
A Defect Prediction Model for Software Product based on ANFIS
 
Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...
Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...
Experimental Investigation of Granulated Blast Furnace Slag ond Quarry Dust a...
 
Product Quality Analysis based on online Reviews
Product Quality Analysis based on online ReviewsProduct Quality Analysis based on online Reviews
Product Quality Analysis based on online Reviews
 
Solving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy Numbers
Solving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy NumbersSolving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy Numbers
Solving Fuzzy Matrix Games Defuzzificated by Trapezoidal Parabolic Fuzzy Numbers
 
Study of Clustering of Data Base in Education Sector Using Data Mining
Study of Clustering of Data Base in Education Sector Using Data MiningStudy of Clustering of Data Base in Education Sector Using Data Mining
Study of Clustering of Data Base in Education Sector Using Data Mining
 
Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...
Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...
Fault Tolerance in Big Data Processing Using Heartbeat Messages and Data Repl...
 
Investigation of Effect of Process Parameters on Maximum Temperature during F...
Investigation of Effect of Process Parameters on Maximum Temperature during F...Investigation of Effect of Process Parameters on Maximum Temperature during F...
Investigation of Effect of Process Parameters on Maximum Temperature during F...
 
Review Paper on Computer Aided Design & Analysis of Rotor Shaft of a Rotavator
Review Paper on Computer Aided Design & Analysis of Rotor Shaft of a RotavatorReview Paper on Computer Aided Design & Analysis of Rotor Shaft of a Rotavator
Review Paper on Computer Aided Design & Analysis of Rotor Shaft of a Rotavator
 
A Survey on Data Mining Techniques for Crime Hotspots Prediction
A Survey on Data Mining Techniques for Crime Hotspots PredictionA Survey on Data Mining Techniques for Crime Hotspots Prediction
A Survey on Data Mining Techniques for Crime Hotspots Prediction
 

Recently uploaded

DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersSabitha Banu
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Jisc
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...JhezDiaz1
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPCeline George
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
Romantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptxRomantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptxsqpmdrvczh
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17Celine George
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatYousafMalik24
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomnelietumpap1
 
Planning a health career 4th Quarter.pptx
Planning a health career 4th Quarter.pptxPlanning a health career 4th Quarter.pptx
Planning a health career 4th Quarter.pptxLigayaBacuel1
 
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfAMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfphamnguyenenglishnb
 
Grade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptxGrade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptxChelloAnnAsuncion2
 
Quarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up FridayQuarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up FridayMakMakNepo
 
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfUjwalaBharambe
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 
AmericanHighSchoolsprezentacijaoskolama.
AmericanHighSchoolsprezentacijaoskolama.AmericanHighSchoolsprezentacijaoskolama.
AmericanHighSchoolsprezentacijaoskolama.arsicmarija21
 
Hierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementHierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementmkooblal
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxOH TEIK BIN
 

Recently uploaded (20)

DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginners
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
9953330565 Low Rate Call Girls In Rohini Delhi NCR
9953330565 Low Rate Call Girls In Rohini  Delhi NCR9953330565 Low Rate Call Girls In Rohini  Delhi NCR
9953330565 Low Rate Call Girls In Rohini Delhi NCR
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERP
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
Romantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptxRomantic Opera MUSIC FOR GRADE NINE pptx
Romantic Opera MUSIC FOR GRADE NINE pptx
 
How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17How to Configure Email Server in Odoo 17
How to Configure Email Server in Odoo 17
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice great
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choom
 
Planning a health career 4th Quarter.pptx
Planning a health career 4th Quarter.pptxPlanning a health career 4th Quarter.pptx
Planning a health career 4th Quarter.pptx
 
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfAMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
 
Grade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptxGrade 9 Q4-MELC1-Active and Passive Voice.pptx
Grade 9 Q4-MELC1-Active and Passive Voice.pptx
 
Quarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up FridayQuarter 4 Peace-education.pptx Catch Up Friday
Quarter 4 Peace-education.pptx Catch Up Friday
 
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 
AmericanHighSchoolsprezentacijaoskolama.
AmericanHighSchoolsprezentacijaoskolama.AmericanHighSchoolsprezentacijaoskolama.
AmericanHighSchoolsprezentacijaoskolama.
 
Hierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementHierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of management
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptx
 

CFD simulation of Lid driven cavity flow

  • 1. IJSRD - International Journal for Scientific Research & Development| Vol. 3, Issue 10, 2015 | ISSN (online): 2321-0613 All rights reserved by www.ijsrd.com 727 CFD Simulation of Lid Driven Cavity Flow Jagram Kushwah1 K. C. Arora2 Manoj Sharma3 1 M.Tech Student 2 Dean Academic and Head ME 3 Assistant Professor 1,2,3 NITM Gwalior Abstract— This project aims at simulating lid driven cavity flow problem using package MATLAB. Steady Incompressible Navier-Stokes equation with continuity equation will be studied at various Reynolds number. The main aim is to obtain the velocity field in steady state using the finite difference formulation on momentum equations and continuity equation. Reynold number is the pertinent parameter of the present study. Taylor’s series expansion has been used to convert the governing equations in the algebraic form using finite difference schemes. Key words: CFD, Navier-Stroke, Stream-Vorticity Implementation I. INTRODUCTION The lid-driven cavity flow is the motion of a fluid inside a rectangular cavity created by a constant translational velocity of one side while the other sides remain at rest. Fluid flow behaviours inside lid driven cavities have been the subject of extensive computational and experimental studies over the past years. Applications of lid driven cavities are in material processing, dynamics of lakes, metal casting and galvanizing. The macroscopic variables of interest in conventional numerical methods, such as velocity and pressure are usually obtained by solving the Navier-Stokes equation. Such numerical methods for two dimensional steady incompressible Navier-Stokes equations are often tested for code validation. The one sided lid-driven square cavity flow has been used as a benchmark problem for many numerical methods due to its simple geometry and complicated flow behaviors. It is usually very difficult to capture the flow phenomena near the singular points at the corners of the cavity (Chen, 2009 and 2011. Migeon et al. (2003) (N. A. C. Sidik and S. M. R. Attarzadeh, 2011) considered the cubic interpolated pseudo particle method and validate their results with the shear driven flow in shallow cavities. (Li et al., 2011) applied the new version of multiple relaxation time lattices Boltzmann method to investigate the fluid flow in deep cavity. There have been some works devoted to the issue of heat transfer in the shear driven cavity. (Manca et al., 2003) presented a numerical analysis of laminar mixed convection in an open cavity with a heated wall bounded by a horizontally insulated plate. Results were reported for Reynolds numbers from 100 to 1000 and aspect ratio in the ranges from 0.1 to 1.5. They presented that the maximum decrease in temperature was occurred at higher Reynolds. The effect of the ratio of channel height to the cavity height was found to be played a significant role on streamlines and isotherm patterns for different heating configurations. The investigation also indicates that opposing forced flow configuration has the highest thermal performance, in terms of both maximum temperature and average Nusselt number. (Gau and Sharif, 2004) reported mixed convection in rectangular cavities at various aspect ratios with moving isothermal side walls and constant flux heat source on the bottom wall. Numerical simulation of unsteady mixed convection in a driven cavity using an externally excited sliding lid is conducted by (Khanafer et al. 2007). They observed that, Re and Gr would either enhance or retard the energy transport process and drag force behavior depending on the conduct of the velocity cycle. (Ch.-H. Bruneau and M. Saad, 2006, Batchelor, (1956), have pointed out that, driven cavity flows exhibit almost all the phenomena that can possibly occur in incompressible flows: eddies, secondary flows, complex three-dimensional patterns, chaotic particle motions, instability, and turbulence. Thus, these broad spectra of features make the cavity flows overwhelmingly attractive for examining the computational schemes. This paper aims to provide a CFD simulation study of incompressible viscous laminar flow in cavity flow using MATLAB package A. Problem Statement Fig. 1 shows the Schematic of square cavity. From fig. 1 one can notice that the upper lid of the cavity is moving with velocity u. While other boundaries have no-slip tangential and zero normal velocity boundary condition. Fluid flow is laminar inside the two-dimensional square cavity. As there is no direct equation available for pressure calculation for incompressible flow stream-vorticity approach has been used to solve the governing equations Fig. 1: Schematic of square cavity II. NUMERICAL METHODOLOGY As for incompressible flow pressure is difficult variable to handle because there is no direct equation available for pressure calculation, stream function-vorticity approach has been adopted to solve governing equation. Finite difference technique has been used to solve vorticity transport equation. A nonuniform collocated grid has been used in which all the flow variables are stored at the same location. A. Governing Equations Governing equation are those of 2D incompressible Navier - Stokes equations includes the continuity equation, x- momentum and y-momentum equation
  • 2. CFD Simulation of Lid Driven Cavity Flow (IJSRD/Vol. 3/Issue 10/2015/156) All rights reserved by www.ijsrd.com 728 B. Continuity Equation C. Momentum Equations 1) X-Momentum Equation ( ) 2) Y-Momentum Equation ( ) D. Stream-Vorticity Implementation As governing equation involves the pressure term and there is no direct equation for calculating pressure it is difficult to calculate pressure in the incompressible flow. Stream- vorticity implementation will eliminate the pressure term from governing equation by cross-differentiation of the x- momentum and y-momentum equation and makes the problem easy to construct numerical schemes. 1) Velocity And Stream-Function Relationship 2) Vorticity And Stream-Function Relationship ( ) E. Vorticity Transport Equation ( ) The above equations can be non-dimensionalized by non- dimensional parameters listed below ⁄ F. Vorticity and Stream-Function Relationship ( ) G. Vorticity Transport equation ( ) H. Taylor’s Series Expansion The difference approximation can be done using Taylor- series expansion or Taylor’s formula. Taylor-series expansion for T(x+∆x, y) about (x, y) can be represented as ( ) ( ) ( ) ( ) ( ) ( ) From equation 4.1 we can find the algebraic form of first order partial differential term for forward scheme by rearranging the term as, ( ) ( ) ( ) ( ) Changing to i, j notation, we can write the above equation as, Where truncation error (T.E.) is the difference between the partial derivative and its finite-difference representation. We can also write the above eq. as, ( ) Where O(∆x) represents the order of term ∆x and higher, which has been neglected during finding the approximation. Similarly, ( ) ( ) ( ) ( ) III. GRID GENERATION Physical domain has been discretized into small rectangular four nodded elements. A non-uniform collocated grid has been used for better accuracy at the walls of the enclosure. A collocated grid is what in which all the field variables (vectors as well as scalars) are defined at the same point of a cell. Figure 2 shows the non-uniform collocated grid where element φ (i, j) represents the velocity component, stream- function, vorticity and temperature at the ith and jth node. Fig. 2: Schematic diagrams of computational domain and grid layout IV. RESULTS Figure 3 and 4 represents the contours of stream lines, vertical velocity and horizontal velocity for different grid size, stream lines actually represents the flow of the fluid inside the cavity. From the contours one can notice that difference between the stream lines near the upper lid is very small which means that flow of the fluid is very high which actually represents the lid-driven upper wall.
  • 3. CFD Simulation of Lid Driven Cavity Flow (IJSRD/Vol. 3/Issue 10/2015/156) All rights reserved by www.ijsrd.com 729 Fig. 3: Contour plot of stream function for characteristics Fig. 4: Contour plot of vertical and horizontal velocities for characteristics V. CONCLUSION  Taylor series helps in converting the partial equations into algebric form.  Software like MATLAB can be used to simulate the Navier-stokes equation.  Contours of strem function and velocities have been presented.  Increment in grid size affects the solution of the problem.  From the contours one can notice that difference between the stream lines near the upper lid is very small.  Flow of the fluid is very high which actually represents the lid-driven upper wall. REFERENCES [1] Chen S, A large-eddy-based lattice Boltzmann model for turbulent flow simulation. App. Mathe. & Comp., 215, pp. 591–595. [2] N. A. C. Sidik and S. M. R. Attarzadeh, An accurate numerical prediction of solid particle fluid flow in a lid- driven cavity. Intl. J. Mech., 5(3), pp. 123-128. [3] S.L. Li, Y.C. Chen, and C.A. Lin. Multi relaxation time lattice Boltzmann simulations of deep lid driven cavity flows at different aspect ratios. Comput. & Fluids, 45(1), pp. 233-240. [4] A.J. Chamkha, Hydromagnetic combined convection flow in a vertical lid-driven cavity with internal heat generation or absorption, Numer. Heat Transfer, Part A, vol. 41, pp. 529-546. [5] K.M. Khanafer, A.M. Al-Amiri and I. Pop, Numerical simulation of unsteady mixed convection in a driven cavity using an externally excited sliding lid, European J. Mechanics B/Fluids, vol. 26, pp.669-687. [6] G.K. Batchelor. On Steady Laminar Flow with Closed Streamlines at Large Reynolds Numbers. J. Fluid Mech., 1, pp. 177–190.