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A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73
www.ijera.com w 69 |
P a g e
A Computational Analysis of Flow Development through a
Constant Area C- Duct
A. K. Biswas1
, Prasanta K Sinha2*
, A. N. Mullick1
& B Majumdar3
1
National Institute of Technology, Durgapur, West Bengal, India
2
Durgapur Institute of Advanced Technology& Mangt, Durgapur, West Bengal, India
3
Jadavpur University, Kolkata, West Bengal, India
Abstract.
This paper represents the results of an experimental work with measurement of mean velocity along with
total pressure contours in 2-D form and validation of the same with numerical results based on the wall y+
approach for various turbulent models like, Spalart Alamras, k-ε model, k-ω model and RSM models are
used to solve the closure problem. The turbulence models are investigated in the commercial CFD code of
Fluent using y+
as guidance in selecting the appropriate grid configuration and turbulence model. The
experiment is carried out at mass averaged mean velocity of 40m/s and the geometry of the duct is chosen
as rectangular cross-section of 90 curved constant area duct .In the present paper the computational
results obtained from different turbulence models are compared with the experimental result along with the
near-wall treatments are investigated for wall y+
<30 in the region where both viscous and turbulent shear
dominates and y+
>30 in the fully turbulent region. It is concluded in the present study that the mesh
resolving the fully turbulent region is sufficiently accurate in terms of qualitative features. Here RSM
turbulence model predicts the best results while comparing with the experimental results.
Keywords: Constant area C-duct, Turbulence Models, Wall function, Fluent Solver
I. Introduction
The uses of constant area curved ducts are many
in the engineering applications. These are used in
small aircraft intakes, combustors, internal cooling
system of gas turbines, HAVC ducting system, wind
tunnels, heat exchangers in food processing
refrigeration and hydrocarbon industries etc.
Performance of a curved constant area duct depends
on the geometrical and dynamical parameters, so it is
absolutely necessary to design the duct with proper
geometry in order to minimize the losses due to
friction and eddies, which in turn improve the
performance of the duct.
Since the concepts of potential flow and
frictional losses in internal flow were established, the
study of flow characteristics through constant area
ducts has earmarked as a fundamental research area
of basic mechanics. Depending upon its application,
the shape of the duct is chosen either straight or
curved or annular or polar or sector. As a matter of
fact the flow through a curved duct is more complex
compared to straight duct due to the curvature of the
centerline. It induces centrifugal forces on the
flowing fluid resulting in the development of a
secondary motion, which is manifested in the form of
a pair of contra-rotating vortices. Depending on the
objective, hydro-mechanical systems often demand
for the design of ducts with complex geometry albeit
with high efficiency. In these applications, design of
the ducts is based on the mathematical formulation of
the flow field for the prescribed condition.
Rowe [1] carried out experiments on circular 90°
and 180° turn curved ducts with Re=0.4x105
and
reported the generation of contra-rotating vortices
within the bends. Bansod & Bradshaw [2] studied the
flow characteristics within the 22.5°/22.5° S-shaped
constant area ducts of different lengths and radii of
curvature. They reported the development of a pair of
contra-rotating vortices in the low-pressure zone at
the exit of the duct that was the consequence of the
effect of stream wise vortices developed in the first
half of the duct i.e. before the inflexion. Enayet et al.
[3] investigated the turbulent flow characteristics
through 90° circular curved duct of curvature ratio
2.8. It was observed that the thickness of the inlet
boundary layer has a significant role on generation of
secondary motion within the duct. Lacovides et al.
[4] reported the flow prediction within 90° curved
duct using numerical simulations based on the
experimental investigation by Taylor et al. [5] They
adopted finite volume approach to solve the semi-
elliptical form of equation for 3-D flow analysis
considering the wall function in the region close to
the wall. The result shows a good agreement between
the experimental and numerical analysis.
Thangam and Hur [6] studied the secondary flow
of an incompressible viscous fluid in a curved
rectangular duct by using a finite volume method.
They reported that with the increase of Dean number
the secondary flow structure evolves into a double
RESEARCH ARTICLE OPEN ACCESS
A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73
www.ijera.com w 70 |
P a g e
vortex pair for low aspect ratio ducts. They correlated
friction factor as a function of the Dean number and
aspect ratio. Kim and Patel [7] have investigated on a
90° curved duct of rectangular cross-section with
aspect ratio 6 using five-hole probe and cross-wire
hot wire anemometer. They reported the formation of
vortices on inner wall due to the pressure driven
secondary motion originated in the corner region of
curved duct.
Turbulent flows are highly affected by the
presence of solid boundary due to the no-slip
condition. Gerasimov [8] emphasized that accurate
presentation of the near wall region is paramount to
successful simulation of wall-bounded turbulent
flow. Salim and Cheah [9] studied the wall y+
strategy and concluded that wall y+
is a suitable
selection criterion for determining the appropriate
mesh configuration and turbulence model, coupled
with near wall treatment which leads to the accurate
computational prediction in Fluent. Ariff et. al. [10]
also studied the wall y+ strategy and concluded that
for fluid problems with complex turbulent flow
structures different models for their flow prediction
show their best result at different flow region. They
also concluded that the near wall regions have larger
gradients in the solution variables, and momentum
and other scalar transports occur most vigorously. In
the investigation of the behavior of turbulence
models and near wall-treatment they followed the
maximum and minimum values.
(a) 5<y+
<30 for buffer layer where both viscous and
turbulent shear dominates
(b) 30<y+
<300 for fully turbulent region where
turbulent shear predominates
II. Experimental set up
Experiment is carried out at the Aerodynamics
Laboratory of National Institute of Technology
Durgapur. The schematic diagram of the
experimental set up is shown in Fig. 1
Fig. 1 Schematic layout of the experimental set up
The experimental set up consists of a wind
tunnel, which is driven by an electric motor of 5.5
kW power. The test piece is connected with the
settling chamber via a constant area straight duct to
ensure uniform velocity profile at the inlet section of
the test piece. The geometry of the curved duct under
test is shown in Fig. 2. It is a rectangular 90 curved
duct of width 50mm wide and 100mm height with a
centerline length of 600mm. It is constituted of four
equal segments of 22.5 each. The entire test piece is
made of Perspex sheet. Two straight constant area
ducts of cross-sectional area 50mm x 100mm and
100mm long are connected as extension pieces at the
inlet and exit of the test piece. Middle points of all
the six segments are considered as six sections and
they are assigned as Inlet Section, Section
– A, Section – B, Section – C, Section – D and Outlet
Section.
The mean velocity, static pressure and total
pressure are measured with the help of a multi-hole
pressure prove. At each section 125 locations are
chosen to measure the flow parameters.
A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73
www.ijera.com w 71 |
P a g e
Fig.2. Schematic Diagram of the 90° Curved Duct showing its different plane
III. Computational methology
The wall y+ is a non-dimensional number similar
to local Reynolds number, determining whether the
influences in wall adjacent cells are laminar or
turbulent, hence indicating the part of the turbulent
boundary layer and it is given as
*
pu y
y



Where,
* w
u



y+ depends on the distance of the centroid of the
nearest cell from the wall (yp) as well as on the wall
shear stress (τw ) for a specific problem. Thus the grid
refinement process near the wall is generally done by
a trial and error basis.
In the present study the pre-processor GAMBIT
is used to create the geometry defining the problem
and discretize the domain while FLUENT 6.9 is
employed to discretize and solve the governing
equations. Initially the mesh size of 479400 cells was
created. Three boundary conditions where specified,
i.e. velocity inlet, pressure outlet and wall. No slip
boundary conditions were applied to the walls of the
duct. During the creating of the mesh no boundary
layer was taken, and entire turbulent zone was taken.
A general method for determining the most
appropriate mesh configuration is grid independence
test, where different meshes are tested until the
solution is independent of further refinement, by
matching the results to experimental results. But in
the present case the method of solution-adaptive
refinement was used, where one can add cells where
they are needed in the mesh thus enabling the
features of the flow field to be better resolved. When
adaptation is used properly, the resulting mesh is
optimal for the solution because the solution is used
to determine where more cells need to be added. Here
Y-plus adaptation has been provided to appropriately
refine or coarsen the mesh along the wall during the
solution process. The minimum allowed y+
value of
25 and maximum allowed y+
was taken to refine the
mesh near the wall region. After adapting the grid the
mesh size increased to 868454 cells. In compressible,
3D steady flow RANS equations implemented to
solve the problem. The k-ε, standard k-ω, RSM and
Spalart Alamras turbulence models where used and
the y+
values were calculated correspondingly. The
maximum and minimum y+
values corresponding to
various turbulent models are shown in Table 1. The
grid refinement after the grid adaptation is shown in
Fig. 3.
Table 1. Ranges of y+
values for different turbulent
models
Turbulence Model Y+
(Minimum) Y+
(Maximum)
K-Epsilon 24.41228 160.2977
K-Omega 24.75391 154.8093
RSM 20.61261 162.1681
A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73
www.ijera.com w 72 |
P a g e
(a) Before adaptation (b) After adaptation
Mesh size = 479400 cells Mesh Size = 868454 cells
FIGURE 3. Grid layout at the outlet section before and after adaptation
IV. Results and discussion
In the present work an attempt is made to
compare the experimental work with the numerical
simulation and for this purpose four different
turbulent models namely, k-ε model, k-ω model,
Spalart Alamras model and RSM model. It has been
observed that with wall y+
approach for grid
refinement process and grid adaptation method RSM
model provides the best result among all the four
turbulence models. Wall y+ value at the viscous
blending region is lowest and the same at fully
turbulent region is highest for the RSM model.
Moreover the mean velocity contours at the outlet
section drawn with RSM model are in good
agreement with the experimental result qualitatively.
The comparison of the mean velocity contours in
experimental work and numerical work is shown in
Fig. 4. Though all the turbulence models are tried out
for the validation purpose but due to the space
constraint only the RSM model is presented here.
From the diagram it is evident that due to formation
of secondary motion the bulk velocity shifted towards
the outer wall which is an efficacy of the curved duct
FIGURE 4. Comparison of experimental and numerical results
A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73
www.ijera.com w 73 |
P a g e
V. Conclusions
Both experimental and numerical shows that the
high momentum fluids shifted towards the outer wall
due to the generation of secondary motion and RSM
turbulent model predicts the same result with a very
good agreement with the experimental result.
References
[1] Rowe, M., 1970. Measurements and
computations flow in pipe bends, Journal of
Fluid Mechanics, 43(4) 771-783.
[2] Bansod, P and Bradshaw, P., 1972. The
Flow in S-shaped Ducts, Aeronautical
Quarterly 23 131-140.
[3] Enayet, M. M., Gibson, M. M., Taylor, A.
M. K. P. and Yianneskis, M., 1982. Laser
Doppler measurements of Laminar and
Turbulent Flow in a Bend, Int. Journal of
Heat and Fluid Flow 3 211-217.
[4] Lacovides, H., Launder, B. E. and Loizou,
P. A., 1987. Numerical Computation of
Turbulent Flow through a Squared
Sectioned 90° Bend, Int. Journal of Heat and
Fluid Flow 8(4) 320-325.
[5] Taylor, A. M. K. P., Whitelaw J. H. and
Yianneskis, M., 1982. Curved Ducts with
Strong Secondary Motion: Velocity
Measurements of Developing Laminar and
Turbulent Flow, Trans. ASME, Journal of
Fluid Engineering, 104 350-358.
[6] Thangam, S. and Hur, N., 1990. Laminar
secondary flows in curved rectangular ducts,
Journal of Fluid Mechanics 217 421-440.
[7] Kim, W. J. and Patel, V. C., 1994. Origin
and Decay of longitudinal Vortices in the
development of flow in a curved rectangular
duct, Trans. ASME, Journal of Fluid
Engineering 116(3) 45-52.
[8] Gerasimov, A., Modelling Turbulent flow
with Fluent, Ansys Inc., Europe, 2006.
[9] Salim, S. M., and Cheah, S. C., Wall Y+
Stragegy for dealing with wall-bounded
Turbulent Flows, Proc. Int. Multiconference
of Engg & Comp. Scientists, , Vol. II.
[10] Ariff, M., Salim, S. M., and Cheah, S. C.
Wall Y+
approach for dealing with turbulent
flow over a surface mounted cube: Part II –
High Reynolds number, 7th
Int. Conf. on
CFD in the mineral and process Industries,
Australia 2009.

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A Computational Analysis of Flow Development through a Constant Area C- Duct

  • 1. A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73 www.ijera.com w 69 | P a g e A Computational Analysis of Flow Development through a Constant Area C- Duct A. K. Biswas1 , Prasanta K Sinha2* , A. N. Mullick1 & B Majumdar3 1 National Institute of Technology, Durgapur, West Bengal, India 2 Durgapur Institute of Advanced Technology& Mangt, Durgapur, West Bengal, India 3 Jadavpur University, Kolkata, West Bengal, India Abstract. This paper represents the results of an experimental work with measurement of mean velocity along with total pressure contours in 2-D form and validation of the same with numerical results based on the wall y+ approach for various turbulent models like, Spalart Alamras, k-ε model, k-ω model and RSM models are used to solve the closure problem. The turbulence models are investigated in the commercial CFD code of Fluent using y+ as guidance in selecting the appropriate grid configuration and turbulence model. The experiment is carried out at mass averaged mean velocity of 40m/s and the geometry of the duct is chosen as rectangular cross-section of 90 curved constant area duct .In the present paper the computational results obtained from different turbulence models are compared with the experimental result along with the near-wall treatments are investigated for wall y+ <30 in the region where both viscous and turbulent shear dominates and y+ >30 in the fully turbulent region. It is concluded in the present study that the mesh resolving the fully turbulent region is sufficiently accurate in terms of qualitative features. Here RSM turbulence model predicts the best results while comparing with the experimental results. Keywords: Constant area C-duct, Turbulence Models, Wall function, Fluent Solver I. Introduction The uses of constant area curved ducts are many in the engineering applications. These are used in small aircraft intakes, combustors, internal cooling system of gas turbines, HAVC ducting system, wind tunnels, heat exchangers in food processing refrigeration and hydrocarbon industries etc. Performance of a curved constant area duct depends on the geometrical and dynamical parameters, so it is absolutely necessary to design the duct with proper geometry in order to minimize the losses due to friction and eddies, which in turn improve the performance of the duct. Since the concepts of potential flow and frictional losses in internal flow were established, the study of flow characteristics through constant area ducts has earmarked as a fundamental research area of basic mechanics. Depending upon its application, the shape of the duct is chosen either straight or curved or annular or polar or sector. As a matter of fact the flow through a curved duct is more complex compared to straight duct due to the curvature of the centerline. It induces centrifugal forces on the flowing fluid resulting in the development of a secondary motion, which is manifested in the form of a pair of contra-rotating vortices. Depending on the objective, hydro-mechanical systems often demand for the design of ducts with complex geometry albeit with high efficiency. In these applications, design of the ducts is based on the mathematical formulation of the flow field for the prescribed condition. Rowe [1] carried out experiments on circular 90° and 180° turn curved ducts with Re=0.4x105 and reported the generation of contra-rotating vortices within the bends. Bansod & Bradshaw [2] studied the flow characteristics within the 22.5°/22.5° S-shaped constant area ducts of different lengths and radii of curvature. They reported the development of a pair of contra-rotating vortices in the low-pressure zone at the exit of the duct that was the consequence of the effect of stream wise vortices developed in the first half of the duct i.e. before the inflexion. Enayet et al. [3] investigated the turbulent flow characteristics through 90° circular curved duct of curvature ratio 2.8. It was observed that the thickness of the inlet boundary layer has a significant role on generation of secondary motion within the duct. Lacovides et al. [4] reported the flow prediction within 90° curved duct using numerical simulations based on the experimental investigation by Taylor et al. [5] They adopted finite volume approach to solve the semi- elliptical form of equation for 3-D flow analysis considering the wall function in the region close to the wall. The result shows a good agreement between the experimental and numerical analysis. Thangam and Hur [6] studied the secondary flow of an incompressible viscous fluid in a curved rectangular duct by using a finite volume method. They reported that with the increase of Dean number the secondary flow structure evolves into a double RESEARCH ARTICLE OPEN ACCESS
  • 2. A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73 www.ijera.com w 70 | P a g e vortex pair for low aspect ratio ducts. They correlated friction factor as a function of the Dean number and aspect ratio. Kim and Patel [7] have investigated on a 90° curved duct of rectangular cross-section with aspect ratio 6 using five-hole probe and cross-wire hot wire anemometer. They reported the formation of vortices on inner wall due to the pressure driven secondary motion originated in the corner region of curved duct. Turbulent flows are highly affected by the presence of solid boundary due to the no-slip condition. Gerasimov [8] emphasized that accurate presentation of the near wall region is paramount to successful simulation of wall-bounded turbulent flow. Salim and Cheah [9] studied the wall y+ strategy and concluded that wall y+ is a suitable selection criterion for determining the appropriate mesh configuration and turbulence model, coupled with near wall treatment which leads to the accurate computational prediction in Fluent. Ariff et. al. [10] also studied the wall y+ strategy and concluded that for fluid problems with complex turbulent flow structures different models for their flow prediction show their best result at different flow region. They also concluded that the near wall regions have larger gradients in the solution variables, and momentum and other scalar transports occur most vigorously. In the investigation of the behavior of turbulence models and near wall-treatment they followed the maximum and minimum values. (a) 5<y+ <30 for buffer layer where both viscous and turbulent shear dominates (b) 30<y+ <300 for fully turbulent region where turbulent shear predominates II. Experimental set up Experiment is carried out at the Aerodynamics Laboratory of National Institute of Technology Durgapur. The schematic diagram of the experimental set up is shown in Fig. 1 Fig. 1 Schematic layout of the experimental set up The experimental set up consists of a wind tunnel, which is driven by an electric motor of 5.5 kW power. The test piece is connected with the settling chamber via a constant area straight duct to ensure uniform velocity profile at the inlet section of the test piece. The geometry of the curved duct under test is shown in Fig. 2. It is a rectangular 90 curved duct of width 50mm wide and 100mm height with a centerline length of 600mm. It is constituted of four equal segments of 22.5 each. The entire test piece is made of Perspex sheet. Two straight constant area ducts of cross-sectional area 50mm x 100mm and 100mm long are connected as extension pieces at the inlet and exit of the test piece. Middle points of all the six segments are considered as six sections and they are assigned as Inlet Section, Section – A, Section – B, Section – C, Section – D and Outlet Section. The mean velocity, static pressure and total pressure are measured with the help of a multi-hole pressure prove. At each section 125 locations are chosen to measure the flow parameters.
  • 3. A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73 www.ijera.com w 71 | P a g e Fig.2. Schematic Diagram of the 90° Curved Duct showing its different plane III. Computational methology The wall y+ is a non-dimensional number similar to local Reynolds number, determining whether the influences in wall adjacent cells are laminar or turbulent, hence indicating the part of the turbulent boundary layer and it is given as * pu y y    Where, * w u    y+ depends on the distance of the centroid of the nearest cell from the wall (yp) as well as on the wall shear stress (τw ) for a specific problem. Thus the grid refinement process near the wall is generally done by a trial and error basis. In the present study the pre-processor GAMBIT is used to create the geometry defining the problem and discretize the domain while FLUENT 6.9 is employed to discretize and solve the governing equations. Initially the mesh size of 479400 cells was created. Three boundary conditions where specified, i.e. velocity inlet, pressure outlet and wall. No slip boundary conditions were applied to the walls of the duct. During the creating of the mesh no boundary layer was taken, and entire turbulent zone was taken. A general method for determining the most appropriate mesh configuration is grid independence test, where different meshes are tested until the solution is independent of further refinement, by matching the results to experimental results. But in the present case the method of solution-adaptive refinement was used, where one can add cells where they are needed in the mesh thus enabling the features of the flow field to be better resolved. When adaptation is used properly, the resulting mesh is optimal for the solution because the solution is used to determine where more cells need to be added. Here Y-plus adaptation has been provided to appropriately refine or coarsen the mesh along the wall during the solution process. The minimum allowed y+ value of 25 and maximum allowed y+ was taken to refine the mesh near the wall region. After adapting the grid the mesh size increased to 868454 cells. In compressible, 3D steady flow RANS equations implemented to solve the problem. The k-ε, standard k-ω, RSM and Spalart Alamras turbulence models where used and the y+ values were calculated correspondingly. The maximum and minimum y+ values corresponding to various turbulent models are shown in Table 1. The grid refinement after the grid adaptation is shown in Fig. 3. Table 1. Ranges of y+ values for different turbulent models Turbulence Model Y+ (Minimum) Y+ (Maximum) K-Epsilon 24.41228 160.2977 K-Omega 24.75391 154.8093 RSM 20.61261 162.1681
  • 4. A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73 www.ijera.com w 72 | P a g e (a) Before adaptation (b) After adaptation Mesh size = 479400 cells Mesh Size = 868454 cells FIGURE 3. Grid layout at the outlet section before and after adaptation IV. Results and discussion In the present work an attempt is made to compare the experimental work with the numerical simulation and for this purpose four different turbulent models namely, k-ε model, k-ω model, Spalart Alamras model and RSM model. It has been observed that with wall y+ approach for grid refinement process and grid adaptation method RSM model provides the best result among all the four turbulence models. Wall y+ value at the viscous blending region is lowest and the same at fully turbulent region is highest for the RSM model. Moreover the mean velocity contours at the outlet section drawn with RSM model are in good agreement with the experimental result qualitatively. The comparison of the mean velocity contours in experimental work and numerical work is shown in Fig. 4. Though all the turbulence models are tried out for the validation purpose but due to the space constraint only the RSM model is presented here. From the diagram it is evident that due to formation of secondary motion the bulk velocity shifted towards the outer wall which is an efficacy of the curved duct FIGURE 4. Comparison of experimental and numerical results
  • 5. A. K. Biswas et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part -1) March 2015, pp.69-73 www.ijera.com w 73 | P a g e V. Conclusions Both experimental and numerical shows that the high momentum fluids shifted towards the outer wall due to the generation of secondary motion and RSM turbulent model predicts the same result with a very good agreement with the experimental result. References [1] Rowe, M., 1970. Measurements and computations flow in pipe bends, Journal of Fluid Mechanics, 43(4) 771-783. [2] Bansod, P and Bradshaw, P., 1972. The Flow in S-shaped Ducts, Aeronautical Quarterly 23 131-140. [3] Enayet, M. M., Gibson, M. M., Taylor, A. M. K. P. and Yianneskis, M., 1982. Laser Doppler measurements of Laminar and Turbulent Flow in a Bend, Int. Journal of Heat and Fluid Flow 3 211-217. [4] Lacovides, H., Launder, B. E. and Loizou, P. A., 1987. Numerical Computation of Turbulent Flow through a Squared Sectioned 90° Bend, Int. Journal of Heat and Fluid Flow 8(4) 320-325. [5] Taylor, A. M. K. P., Whitelaw J. H. and Yianneskis, M., 1982. Curved Ducts with Strong Secondary Motion: Velocity Measurements of Developing Laminar and Turbulent Flow, Trans. ASME, Journal of Fluid Engineering, 104 350-358. [6] Thangam, S. and Hur, N., 1990. Laminar secondary flows in curved rectangular ducts, Journal of Fluid Mechanics 217 421-440. [7] Kim, W. J. and Patel, V. C., 1994. Origin and Decay of longitudinal Vortices in the development of flow in a curved rectangular duct, Trans. ASME, Journal of Fluid Engineering 116(3) 45-52. [8] Gerasimov, A., Modelling Turbulent flow with Fluent, Ansys Inc., Europe, 2006. [9] Salim, S. M., and Cheah, S. C., Wall Y+ Stragegy for dealing with wall-bounded Turbulent Flows, Proc. Int. Multiconference of Engg & Comp. Scientists, , Vol. II. [10] Ariff, M., Salim, S. M., and Cheah, S. C. Wall Y+ approach for dealing with turbulent flow over a surface mounted cube: Part II – High Reynolds number, 7th Int. Conf. on CFD in the mineral and process Industries, Australia 2009.