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Aerodynamic ground effect: A case study of the integration of CFD and experiments

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There are still many aspects of ground effect that need clarification. This paper will review the various methods available in the area of ground effect aerodynamic prediction, both computationally and experimentally, and determine their appropriateness. Assumptions are examined, and the use of correct boundary conditions in both experimental and computational procedures is emphasized, as are the importance of the inclusion of viscosity effects in a computational model. It is concluded that for the field of ground effect flight, a combination of CFD and experiments is required to fully understand the resulting flow. Specific examples of ground effect flight that make full use of the integration of CFD and experiments will be given, including the design and construction of a moving ground facility for the UNSW subsonic 3ft x 4ft wind tunnel.
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Aerodynamic Ground Effect:
a case-study of the integration of CFD and experiments
Tracie Barber1, Stephen Hall2
1 University of NSW, Sydney, NSW 2052, Australia. t.barber@unsw.edu.au
2 University of NSW, Sydney, NSW 2052, Australia. sd.hall@unsw.edu.au
Keywords: CFD, aerodynamics, ground effect
Abstract:
There are still many aspects of ground effect that need clarification. This paper will review the various
methods available in the area of ground effect aerodynamic prediction, both computationally and
experimentally, and determine their appropriateness. Assumptions are examined, and the use of correct
boundary conditions in both experimental and computational procedures is emphasized, as are the
importance of the inclusion of viscosity effects in a computational model. It is concluded that for the field of
ground effect flight, a combination of CFD and experiments is required to fully understand the resulting flow.
Specific examples of ground effect flight that make full use of the integration of CFD and experiments will be
given, including the design and construction of a moving ground facility for the UNSW subsonic 3ft x 4ft wind
tunnel.
Introduction
The concept of using ground effect as an aerodynamic advantage has long been recognised. Industries
internationally are designing Wing-In-Ground (WIG) vehicles, which combine the concepts of naval architecture
and aerospace engineering to produce vehicles that fly just metres above the water surface(1,2,3). Naval architects
are also considering the benefits of ground effect in the design of high speed craft, to use the aerodynamic lift
generated, to reduce the hydrodynamic drag, by lifting the vehicle out of the water(4). Automotive industries,
particularly those involved in high-speed, use ground effect forces to increase downforce and increase possible
cornering speeds(5). However, much of the research in the area of ground effect aerodynamic prediction is either
unreliable or inconclusive. Assumptions used often exclude the exact conditions of interest to the designer.
Experimental results are scarce and these too are frequently unreliable. Regarding Wing-In-Ground effect
vehicles, Steinbach and Jacob(6) observed, “it seems that basic aerodynamic … considerations were often left in
the background or were even disregarded. A positive ground effect for the vehicles, that is a higher lift and better
lift to drag ratio near ground, was mostly assumed in advance.” Frequently, discrepancies between the published
results are found. Walker et al(7) noted that “recent theoretical and experimental studies [in the area of ground
effect] … often report significant differences between computational and experimental results”. These
discrepancies are generally due to an incorrect specification of the ground surface boundary conditions, or an
inappropriate use of an otherwise correct model.
For example, some analytical solutions (see for example Rozhdestvensky(8)) are accurate for certain clearances
only; these type of restrictions are sometimes not observed when the results are used by other researchers.
Traditional procedures that do not take into account the viscous effects are commonly used for the design of
these vehicles, and this can cause over-prediction in efficiency values, due to the drag forces being under-
predicted. Chun and Park(9) noted that the panel method (an inviscid numerical method) “appears to have limits in
predicting forces near the ground” and Katz(10) suggested that “in real flow situations, the increase in lift will be
limited by viscous effects”.
While experimental or computational simulation can be a convenient alternative to full-scale testing, the
incorporation of the surface effects often leads to confusion due to such a model being in a vehicle fixed
reference frame (air moving, vehicle fixed) rather than the real-life situation of a ground fixed reference frame (air
fixed, vehicle moving). Various forms of boundary condition have been specified for the ground and some in
common use result in incorrect solutions.
A definitive outline of the requirements for modeling ground effect is required. Three main areas of ambiguity are
apparent:
Of the various boundary conditions suggested (both computational and experimental) which are
appropriate?
Specifically for vehicles operating over water, is a rigid ground a reasonable assumption?
1
Are methods based on potential flow accurate enough for ground effect analyses, or is a viscous
solution required?
Computational Fluid Dynamics (CFD) results and Particle Image Velocimetry (PIV) results are presented. It is
found that only through an integrated study, making use of the advantages of both experiments and CFD, can a
good understanding of ground effect be found. The requirement that a correct, realistic boundary condition be
used means that in certain cases, a CFD simulation is the only feasible option.
Methods of specifying the Ground Boundary Condition
As will be detailed later in the paper, the University of New South Wales is currently updating the experimental
facilities for ground effect simulation. The strong interest in ground effect studies, along with an understanding of
the requirements for accurate simulation (both for experimental testing and CFD simulation), has led to this
upgrade. Some of the background research that has led to this understanding is discussed.
The apparent uncertainty as to the correct boundary condition to use for the ground is demonstrated by the 1995
paper by Hsiun and Chen(11), on the study of the aerodynamic characteristics of an airfoil in ground effect. The
flow was assumed to be laminar, incompressible and viscous. The boundary condition used on the ground was
reported as “the no-slip condition, so u=0, v=0”. (This condition is the equivalent of a wind tunnel test with a
stationary ground). Six airfoil shapes were considered, and the authors concluded that the lift and drag
characteristics are dependent on the channel formed by the lower surface of the airfoil and the ground.
In a note referring to the paper of Hsiun and Chen, Steinbach(12) explained that the “correct boundary condition is
slip (u=1, v=0)”, with u and v being variables non-dimensionalised to the freestream. However, this is an
uncertain explanation, as the slip condition has varying meanings among aerodynamicists and CFD practitioners;
in CFD terminology it is taken to mean a condition of zero shear stress at the boundary. This suggestion of “slip”
conflicts with the latter part of Steinbach’s explanation, as the condition of “(u=1, v=0)” is clearly a condition of the
ground moving at the freestream velocity. Later in the paper, the author suggests that a “reflected grid” (a
symmetry boundary condition) is recommended, this being the third “correct” condition.
Of four possible (common) boundary conditions, the first, defined here as “Image”, refers to the use of the image
method, first suggested by Wieselsberger(13). Setting the lower boundary to be a symmetry condition (in CFD) is
also the use of the “Image” condition.
The second condition, defined here as “Slip”, refers to the condition in which there is zero shear stress at the
boundary. It can be seen that this type of condition could allow the ground to be moving at different velocities
depending on its position relative to the vehicle, to enforce the zero shear stress condition. The difference
between these two conditions is that for a symmetry boundary all normal gradients are set to zero, and for a slip
wall only the normal component of velocity is set to zero. In certain cases, this can cause a difference in the final
solution between these conditions.
The third condition, defined here as “Ground Stationary”, refers to the type of condition set by Hsiun and Chen.
However, by considering the actual flow situation, it can be seen that this condition is not appropriate. In a
ground-fixed reference frame, the air is stationary, the ground is stationary, and the body flies over the ground
and through the air at velocity, U. By moving to a vehicle-fixed reference frame it can be seen that the vehicle is
stationary, and both the freestream air and ground should be moving relative to the body at the freestream
velocity, U.
Setting the ground to be moving at U, is the final (and physically correct) condition, defined here as “Ground
Moving”. The ground is given the same velocity as that of the freestream, a condition accurately representing that
of the real-life situation.
George(14) conducted an experimental investigation of bluff bodies, and recommended that for ground clearances
of less than 10% of the model height, the moving ground plane simulation must be used. Diuzet(15) showed some
differences in the flow field around a cylinder near the ground, when comparing the image, moving ground and
stationary ground simulations. The effect of the ground simulation was also the subject of an informative study by
Fago et al(16), who concluded that the “only accurate simulation technique is the moving ground simulation.” The
authors compared the various methods available for ground simulation, and remarked that suction and image
techniques are generally regarded as being equivalent to the moving belt technique due to the absence of a
boundary layer build-up. However, they reasoned that this is an incorrect assumption, as unlike normal operating
conditions, the velocity gradient at the boundary disappears.
Hucho and Sorvan(17) outlined the various methods available to model the ground in wind tunnel testing (for
automotive testing). Suggestions included the use of a solid and fixed floor, two identical models with a plane of
symmetry between them (the image method), a slot to remove the boundary layer, holes beneath the vehicle to
2
remove the boundary layer, and a moving belt in combination with a suction slot to remove the oncoming
boundary layer.
In a study of the aerodynamics of Gurney flaps on wings in ground effect, Zerihan and Zhang(18) used a moving
ground wind tunnel, noting that “it is the authors opinion that not only can a freestream study not be applied to the
situation in ground effect but also any fixed-ground studies should also be viewed with caution because different
fluid flow features may exist.”
CFD Analysis
To determine the most appropriate boundary conditions, the NACA 4412 airfoil was studied in various ground
effect conditions, using CFD. This airfoil is commonly used for the study of ground effect problems, and the angle
of attack was 2.9 degrees, Reynolds number was 8,200,000 and the freestream velocity was 108.7m/s.
All boundary conditions are enforced on the same model. Each ground clearance required a different grid,
however the main section of the grid remains the same and further sections of similar density grid were added to
increase the ground clearance. At the upstream boundary, a uniform onset flow was specified. The upper
boundary was set as a pressure boundary, as was the downstream boundary. The lower boundary was set
depending on the particular model being investigated. This may be either a wall with a certain velocity or a
symmetry condition. A commercial CFD solver, CFX4, has been used to solve for the flow field.
The equations solved are the Navier Stokes equations:
()
0=+
U
t
ρ
ρ
(1)
x
zx
yx
xx S
zyxxDt
Du +
+
+
+
=
τ
τ
τ
ρρ
(2)
y
zyyyxy S
zyxyDt
Dv +
+
+
+
=
τ
τ
τ
ρρ
(3)
z
zz
yz
xz S
zyxzDt
Dw +
+
+
+
=
τ
τ
τ
ρρ
(4)
representing continuity and momentum. The RNG k-ε turbulence model was used to close the set of equations
and the Van Leer (higher order) scheme was used for discretization.
To first validate the numerical computation of the present study, results are calculated for the airfoil in free air,
and compared to experimental results(19). The model predicts the Cp curve well, with small differences on the
suction side of the airfoil. Grid Convergence Index (GCI) values(20) have been calculated for each of the grids.
The error in using the fine grid (used in the investigation) ranges from 1% to 3% for Cl, and is around 11% for Cd.
The results for the iterative convergence study showed that the value for the convergence criterion can be set at
1x10-5 and achieve excellent levels of accuracy.
Two-dimensional results for the airfoil near the ground were obtained for the four different cases, at varying
values of h/c (ratio of height of trailing edge above ground surface to chord).
The differing predictions at the smallest clearance of h/c=0.025, for the four models are clearly demonstrated in
Figure 1, comparing velocity profiles for each model.
A recirculation region in the Ground Stationary model is visible beneath the leading edge of the airfoil, and the
similar effect in the Image model can be seen. No recirculation region is visible in either the Slip or Ground
Moving models although a trend towards this is seen in the Slip model, where the velocity vectors are slowing at
the wall. In comparison, velocity vectors for the Ground Moving model show an increase in velocity as the air
speeds up to meet the velocity of the wall.
3
Figure 1 Velocity Profiles (m/s), h/c=0.025, Re=8.2x10
is interesting to note the recirculation region resulting from the use of the Image boundary condition. An
As the ground clearance becomes smaller, there is
ft curves (Figure 2a) show the trends that each
he drag curves (Figure 2b) present an interesting
he most important results are found from the l/d
The realistic condition - the Ground Moving model - predicts lower l/d values than the other models for most of
6
Ground Moving
Ground Stationary Image Slip
035 73 110 147
Ground Stationar
y
Ground Movin
g
Ima
g
e Slip
It
explanation may be found by considering that two airfoils placed very close together in this way will experience a
stagnation point and recirculating flow region between them, in much the same way as a vortex pair in a potential
flow will.
0 0.25 0.5 0.75 1
h/c
0.7
0.8
0.9
1
1.1
1.2
1.3
1.4
Cl
Free Air Reference
Slip
Ground Stationary
Image
Ground Moving
Lift Coefficient as Clearance Varied
0 0.25 0.5 0.75 1
h/c
0
0.01
0.02
0.03
0.04
Cd
Free Air Reference
Slip
Ground Stationary
Image
Ground Moving
Drag Coefficient as Clearance Varied
0 0.25 0.5 0.75 1
h/c
10
20
30
40
50
60
70
l/d
Free Air Reference
Slip
Ground Stationary
Image
Ground Moving
Lift/Drag Ratio as Clearance Varied
a
b
c
Free Air Reference
Slip
Ground Stationary
Image
G
r
ound Movin
g
1.0
0.8
1.2
1.4
0 0.25 0.5 0.75 1 h/c
0 0.25 0.5 0.75 1 h/c
0 0.25 0.5 0.75 1 h/c
Cl
0.02
0.01
0.03
0.04
Cl
20
40
60
l/d
Figure 2 Lift coefficient, drag coefficient,
lift/drag distributions
significantly less flow beneath the airfoil. Hirata and
Kodama(21) observed this effect, commenting that
the blockage under the wing as it approaches the
ground is "remarkable". It is this blockage that
contributes to the favorable lifting effects of flying
close to the ground and it also this effect that
highlights the importance of the correct boundary
condition at the wall.
Li
model predicts, as the clearance becomes smaller.
The Ground Stationary model shows a gradual
increase, then decrease in lift, peaking at a ground
clearance of 0.1. Until the decrease begins at
h/c=0.10, the Cl values are slightly higher than
those predicted by the other three models. The
Image, Slip and Ground Moving models show very
similar results for the entire range of clearances.
The Slip and Ground Moving models predict a
maximum Cl of 1.27 (for h/c=0.025) and the Image
model predicts maximum Cl of 1.25 (for h/c=0.025).
Except for the Ground Stationary model, a
continual increase in lift as the ground becomes
closer is found.
T
difference in results between the Slip and Ground
Moving models, which have otherwise been almost
identical. Drag values are found to be slightly
higher for the Ground Moving model, for h/c=0.05,
0.25, 0.5 and 1.0. These differences are most
notable at h/c=0.05. The Ground Stationary model
predicts a continual decrease in drag. The
remaining three models show decreasing drag
values until h/c=0.1, at which point the drag begins
to increase.
T
curves (Figure 2c) showing that the Ground
Stationary model predicts a continual increase in
l/d, while the Image, Slip and Ground Moving
models show a decrease below around h/c=0.05.
the ground clearances.
4
PIV Analysis
For further insight into the flowfield near the moving ground, PIV experiments were run and compared with CFD
results.
PIV is an experimental technique that relies on the measurement of particle displacement within a flow field. The
particles are illuminated with a high intensity laser light sheet, and pairs of images are acquired at small time
intervals apart, by pulsing the laser and considerating the time intervals and particle displacements allows the
instantaneous velocity vectors to be determined. To illuminate the particles in the flow field, a twin-head pulsed
Nd-Yag laser was used. The laser system produced an output wavelength of 532nm (green) and output energy of
100 mJ/pulse. For the current investigation, the pulse separation was set at 60µs, and the laser was capable of a
double pulse rate of 20Hz. A light delivery system ensured that the circular pulsed laser beam was delivered to
the flow field as a plane sheet of light with almost uniform thickness of 2mm. The seeding particles selected for
this investigation were spherical latex particles with a mean diameter of 5µm, producing minimal slip. A
commercial analysis program, Visiflow, was used for statistical analysis of the flow. (For further details on the
design and construction of the system see Hall(22)).
The tunnel was constructed of clear acrylic and a 10kW fan generated airspeeds of 15m/s in a rectangular test
section. A step was formed at the test section, and this allowed the placement of a conveyor belt system to
simulate a moving ground.
Camera
Conveyor
Belt
Wing
Drive
System
Conveyor
Belt
Win
g
Drive
System
Figure 3 Two Phase Tunnel with Conveyor System
A conveyor system frame was designed and constructed from acrylic, with a 2mm thick rubber belt to act as the
moving ground. The conveyor system is 600mm long by 202mm belt width, allowing a test section of 202mm x
67mm area above the belt. A drive powered the system with a flexible coupling connecting the drive shaft. This
enabled the belt to be driven at speeds matching the wind tunnel airspeed, which for this investigation was
15m/s. An optical tachometer was used to ensure correct belt velocity. A slot ahead of the belt ensured that any
oncoming boundary layer was removed and a suction region existing below the slot (due to the lower pressure
existing behind the step region) aided in boundary layer removal.
Two sets of data were recorded; the first represented a stationary ground situation (conveyor off) and the second
represented a moving ground situation (conveyor on). For these initial cases, no lifting surface was present in the
test-section.
After analysis of the acquired images as outlined above, the mean flow field was obtained. Figure 4 compares the
mean flow in the freestream direction for the two cases of the ground moving and the ground stationary. The
results are given in the form of flooded contours, as this is the most convenient way to present the amount of
information found for the PIV results (the discrepancy in the central region for both of these cases is due to an
irregularity in the acrylic wall).
For the case with the ground moving, the flow remains nearly uniform as it approaches the lower boundary. A
boundary layer exists at the upper boundary, where the wall is stationary. However, with the conveyor turned off,
the effect of an incorrect boundary condition can be seen, with a boundary layer existing at both the upper and
lower boundaries.
5
X
X
Y Y
40
0 20 40 60 80 100 X
Y
60
40
20
0 0 20 40 60 80 100 X
Y
60
40
20
0
U 7.5 10 12
Figure 4 PIV mean flow (freesteam direction) a. ground stationary b. ground moving
An important effect that can be captured is the effect of the ground condition on the characteristics of the
turbulence field. The turbulent kinetic energy can be found by considering the effects of the variance of the
velocity fields, which can be expected to have some variation for the two ground conditions. This variation in the
turbulent kinetic energy field can be seen in Figure 5.
Figure 5 PIV turbulent kinetic energy a. ground stationary b. ground moving
the central region of the tunnel, for both conditions, the values for the turbulent kinetic energy are fairly low,
n the lower boundary, an obvious difference exists between the two cases. There is a large increase in
Investigation of Effect of Free Surface Deformation
owever, the use of a rigid ground can also be an approximation for the study of vehicles operating over water.
uang and Wong used linearized water wave theory to calculate the free surface resulting from a moving
ataoka et al considered the effect of an airfoil on the free surface and found negligible aerodynamic effects
from the resulting deformation. The airfoil was represented by sources and vortices, and the water surface as
0 20 40 60 80 100 X 0 20 40 60 80 100 X
Y
60
40
20
0
Y
60
40
20
0
tke 0.25 0.50 1.0
In
and there is little disturbance to the flow. Near the upper boundary however, the effect of the wall boundary layer
can be identified as a region of higher energy, with this effect beginning to be seen from about 10mm from the
upper boundary for both cases.
O
turbulence on the lower boundary when the ground condition is stationary, while for the case where the ground is
moving, there is little variation from the central tunnel region to the boundary.
H
The effect of the aerodynamic pressure on the water surface may also have some influence on the correct
boundary conditions to be used.
(23)
H
pressure distribution. A constant pressure distribution with rectangular planform was used and free surface
displacements were found for Froude numbers of 0.64 and 2.12. Results show good agreement with those of
Lamb(24), who first detailed a theoretical approach for calculating the surface waves resulting from a “travelling
disturbance”. It is interesting to note the variations in free surface shapes for the two Froude numbers: for low
Froude number, surface deformations (at the centreline of the three-dimensional distribution) show significant
depression; for the high Froude numbers the surface deformation is minimal, and a small rise is found for the
surface beneath the leading edge.
(25)
K
6
sources. Froude numbers of 0.5 to 10 were investigated. Similarly, Masuda and Suzuki(26) used a combination of
a panel method and Cauchy's Integral Theorem to analyse the effect of the free surface. The authors found that
the wave generation was “very small” and could be ignored. However, a comparison between the results of the
two papers shows large discrepancies.
Rozhdestvensky(27) noted that “even purely static considerations show that the water surface should ‘sag’ under
e vehicle, resulting in variation of aerodynamic coefficients”.
on were explained by Tuck and Standingford(28):
here is a strong nonlinear coupling between aerodynamics and hydrostatics, since the deformation of the water
n below the airfoil will depress the water
urface. This was demonstrated by Tuck(29), whose analysis neglected hydrodynamic effects (based on the
r the grid is fixed and
e location of the free surface is found by examining the volume fraction or the grid moves to follow the free
fficulties in modelling the free surface effects concerns the matching of the aerodynamic and
ydrodynamic parameters. For a standard wind tunnel test, it is usual to match the Reynolds number and for
th
Some of the difficulties associated with a free-surface calculati
“T
surface affects the air flow and vice versa.” However, eventually system equilibrium will exist, when the water is
at a constant state of deformation. With the water in the deformed position, the relative ground clearance h/c will
be increased, although the surface will not be translated a uniform vertical distance, and there may be no clear
correlation between rigid ground results for a comparable clearance.
It is expected that a pressure higher than atmospheric in the regio
s
assumption that as Froude number approaches zero hydrodynamic effects are negligible).
There are two methods for treating free surface problems in Navier-Stokes solutions, eithe
th
surface. Here, the Volume of Fluid has been used. The problem was run as transient until a steady state solution
was reached.
One of the di
h
naval architecture problems, it is usual to match the Froude number:
ρ
Uc U
µ
=gL
Fr =
Re (5) (6)
For the ground effect free surface problem, both Re and Fr are important, however both cannot be satisfied
multaneously for a scale model problem. This highlights one of the unique problems in modeling free surface
dered was 0.10, and
e angle of attack was 10 degrees. This highlights another problem particular to WIG vehicle testing schemes –
opted, the results of Lungu and Mori(30) were used for
omparison. Lungu and Mori used a Navier Stokes solver with a composite grid formulation to accurately predict
e number was expected to be the dominant characteristic of the surface deformation, the
roude number has been varied from 0.25 to 14, with the Reynolds number changing accordingly from 1.9x106 to
roude numbers (Fr<1), the surface deformation appears to be a simple depression of the surface
eneath the airfoil (Figure 6). The surface rises slightly before and after the depression, as expected. The
proached for those bodies not having a
ressure jump at the leading edge. A rigid ground is therefore considered to be a valid approximation for flight
si
ground effect problems, and demonstrates the particular usefulness of CFD to this problem.
A wing section of 10m chord with the NACA 4412 section was adopted. The h/c value consi
th
scale models are unlikely to be accurate simulations.
In order to validate the free surface procedure ad
c
the flow over a hydrofoil. The composite grid formulation consists of two overlapping grids, with an interpolation
procedure used to communicate information between the grid systems. An NACA 0012 airfoil was examined, at
5o angle of attack. The immersion of the airfoil is 0.6c. The Reynolds number was 2000 and the Froude number
was 0.567. To compare with these results, the same case was run using CFX4. Results compare well with those
of Lungu and Mori.
Because the Froud
F
10 x106.
For low F
b
maximum depression is 22mm at Froude=1.0. As Froude number increases, the deformation remains small,
however an interesting change in shape is observed. At a Froude number of 14 the surface does not depress, but
rather it is raised beneath the airfoil. This result follows the trends shown by Grundy(31), who showed the water
surface initially rising then depressing for a pressure distribution moving at high Froude numbers. Hydrostatic
results (as Froude number approaches zero) show a depression only.
However, Grundy suggests that the hydrostatic results are only ap
p
over water.
7
-0.025
-0.02
-0.015
-0.01
-0.005
0
0.005
0.01
01234567891011121314
Froude Number
Surface Deformation (m)
Figure 6 Surface deformations
The Importance of Viscous Effects – CFD Analysis
Traditionally, panel methods and other inviscid numerical codes have been extensively used to analyze ground
effect flows. However, as noted earlier, it has been suggested that in real flow situations, viscous effects will limit
the increase in lift. The extent to which the neglect of viscosity is important in ground effect flows was considered
by a combination of CFD and experiments.
A range of situations was considered, to allow general trends to be outlined. Variation of ground clearance (h/c)
and angle of attack (α) was conducted. All cases used a Reynolds number (based on chord length) of 8x106 with
a corresponding freestream velocity of V=108.72m/s. The wing section was of NACA 4412 profile with aspect
ratio six and a straight, unrounded tip.
Due to the presence of the ground, it was necessary to create a unique grid for each angle of attack / ground
clearance combination. In order to determine the accuracy of the grids used, GCIs were calculated for one of the
more extreme cases: h/c = 0.05, α = 6.4o, Re = 8,200,000.The results indicate that the error in using the fine grid
(used in the investigation) is approximately 4% for cL, and 18% for cD. In order to determine the appropriate level
of mass residual convergence, iterative convergence was also performed for the case used in the grid
convergence studies. The mass residual level was set as 1x10-5 for all the cases, based on these results.
At the higher angles of attack, combined with a small ground clearance, the effect of the leading edge pressure
gradient in ground effect has an effect on the upper surface airflow. Separation is seen to occur at an earlier
angle of attack than for a wing in free air.
For the smallest clearance, h/c=0.05, separation is seen to occur at 0.40x/c near the mid-span of the wing. This
separated region only exists for the mid-third of the semi-span; at the wingtip no flow separation is present. By
considering the flow field velocity vectors for this case and the same angle of attack in free air, at three span
locations, the separation characteristics over the span can be seen (Figure 6).
Near the wingtip, the flow fields are fairly similar, however for the mid semi-span plane a large wake region is
evident for the smaller clearance. A small wake region is visible in the free air result. At the symmetry plane, the
differences in the two flow fields are very obvious; the free air case shows a small wake region and the small
clearance case shows a very large wake region.
This type of distribution implies that a significantly larger lift force will be generated at the wingtip than at the mid-
span and lateral control may be affected in an unpredictable manner at high angles of attack for ground effect
flight.
8
Turbulent kinetic energy (TKE) in
the (entire) flow field is also
increased as the ground is
approached. The maximum TKE
value in the field for the highest
incidence investigated (α=10o)
increases by 300%, due to the
increasing turbulent wake region,
as the clearance is lowered from
h/c=1.00 to h/c=0.05.
PIV Analysis
CFD results have shown that flow
separation occurs earlier and that
the size of the wake is large,
when a wing flies close to the
ground. To investigate further this
phenomenon, a wing was tested
in the tunnel, at high angle of
attack and at two clearances. In
both cases, the ground moved at
the same velocity as the
freestream (15m/s). The Reynolds number for the investigation was 61,000. Although Reynolds numbers effects
will cause variation between the CFD and PIV results, the trend as clearance is changed can be reasonably
compared.
Another advantage of using a combination of both CFD and experiments is highlighted with this variation in
Reynolds number – although the wind tunnel tests are not feasible to run at real-life Reynolds numbers, further
CFD cases can be run at the same conditions as the wind tunnel and these used to compare to the wind tunnel
tests. By validating the CFD at one condition, we can gain confidence in the results at other conditions.
Initial tests of the wing test-piece showed that some small regions of poor image resolution were found beneath
the leading edge and trailing edge of the wing, due to the light being unable to pass cleanly though these
sections of the wing. The wing was set at 12o incidence, and the clearance set at h/c=0.05 and h/c=0.45 above
the ground level.
A further examination of the effect of the ground on the wake and separation is given in Figure 7, presenting
contours of turbulent kinetic energy for the flow fields, showing the area around the trailing edge region,
highlighting the energy levels in the wake regions. A comparison of the CFD and PIV results is shown, for both
clearances. Significant differences in energy are found in the wake region for the two cases, with the low
clearance showing a high-energy region much large than the high clearance.
The effect of flying closer to the ground has increased the levels of energy in and the size of the wake region, as
also indicated by the previous CFD results.
Figure 7 TKE contours, trailing edge region. Re=61x103. a. h/c=0.05 b. h/c=0.45
PIV tke CFD tke
NACA 4412 wing at 12o, h/c=0.05, trailing edge region
PIV tke CFD tke
NACA 4412 wing at 12o, h/c=0.45, trailing edge region
Figure 6 Velocity vectors, α=10o, h/c=0.05 and h/c=free air, Re=8x10
6
9
Large Moving Ground Design
bility to conduct accurate ground effect experiments is limited to the
o-phase PIV tunnel and the open-section tunnel, which utilizes a low-speed moving ground for visualization
er to determine the most appropriate configuration and location of the moving ground for this tunnel,
reliminary CFD work has been conducted on a proposed design. The aim of the work was to define the moving
ximately 1.2m wide by 2.2m long and a thickness of
.15m. The moving ground will operate up to the same speed as the wind tunnel freestream can be set to of
the existing force balance is located beneath the test section and it is our intention to continue to use it
ith the new moving ground, the moving ground has been positioned in the current test section by suspending it.
Contou
Extensive CFD analysis was carrie d be obtained by simply hanging
e moving ground in the wind tunnel’s test section. Initial two-dimensional CFD simulations indicated that this
een a vital and integral part of the design process; we expect the moving ground to cause very little disturbance
area of ground effect aerodynamics showed variation in both results and
methodology. In particular, the importance of the implementation of boundary conditions and the neglect of
stigate the influences and it was found that a moving ground
the only accurate ground boundary condition for body-fixed simulation. It was also shown that the deformable
surface effect (for vehicles flying over water) can be assumed negligible.
At the University of New South Wales, the a
tw
purposes. The larger, 3ft x 4ft subsonic wind tunnel, capable of speeds up to 60m/s currently only has the option
of a stationary ground plane. The design and construction of a moving ground for this tunnel is currently under
way.
In ord
p
ground that would give the most uniform profile across the test section, for both velocity and, importantly,
turbulence levels, before the construction even begins.
The overall dimensions of the moving ground are appro
0
60ms-1.
Because
w
In order for the moving ground to be successful, it would have to provide a physical boundary that has no
boundary layer forming over it. It would also have to have as little effect as possible on the turbulence in the wind
tunnel test section.
40
Figure 8 CFD
30
20
10
0
Vel. Mag. m/s a
rs of Moving Ground
30
20
10
0
Vel. Mag. m/s
35
b
d out to determine if the desired result woul
th
would not be an appropriate way of installing the moving ground. Figure 8a clearly shows that the presence of the
moving ground forces the air around it to accelerate due to the sudden reduced cross-sectional area of the test
section. Additional to this a large amount of turbulence is generated by the rapidly accelerated flow. This is one
example of the benefits of using CFD to design experimental equipment because turbulence is a difficult quality
to observe experimentally. The velocity profile over the test section also varies across the height of the tunnel as
shown. A number of alternatives to this initial design have been simulated in order to determine the optimum
position to place the moving ground. This has included hanging the moving ground from the ceiling with a leading
edge, mounting the moving ground flush with the ceiling and offsetting the moving ground from the ceiling so that
a duct may be placed in front of it. We have found that an optimum position involves the ground being offset
slightly from the tunnel ceiling, with a small amount of suction provided just prior to the leading edge. This has
resulted in a very uniform profile across the test section region, in both velocity and turbulence levels (Figure 8b).
The construction of the moving ground is underway and we expect to conduct testing in December. CFD has
b
to the surrounding airflow in the tunnel due to our extensive pre-design CFD modelling.
Summary and Further Work
A review of existing literature in the
viscosity had not been conclusively demonstrated.
CFD and PIV investigations were performed to inve
is
10
CFD and PIV investigations were conducted to investigate specific characteristics of the flow that would only be
present in a viscous analysis. Viscous effects were found to be significant for ground effect flight and it is
erefore unlikely that inviscid solutions give an accurate representation of ground effect aerodynamics.
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th
The CFD analysis of a 60m/s moving ground design for the UNSW 3ft x 4ft wind tunnel was shown as a further
example of the integration of CFD and experimentation, in the study of ground effect aerodynamics.
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12
... The difficulties associated with designing control systems for these types of aircraft are mainly caused by two essential issues. On the one hand, the influence of the famous "ground effect" changes the aerodynamic characteristics of the aircraft dramatically [15]; on the other hand, the hydrodynamic forces that act on the fuselage are extremely complex, varying with different immersion depths, speeds, and postures [16]. ...
... The three longitudinal DoF aerodynamic forces and moments of the aircraft are shown in Figure 8. The detailed data are provided in Appendix C and the associated mathematical model is expressed in Equation (15). ...
... (f) Motion control vector. Elevator in the figure is equivalent to δe in Equation(22)and Elevator is defined in Equation(15). ...
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Due to irregular hydrodynamic–aerodynamic coupling, the modeling and simulation of near-surface flight are extremely complex. For the present study, a practical dynamic model and a complete motion simulation method for the solution of such problems were established for engineering applications. A discrete non-linear time-varying dynamics model was employed in order to ensure the universality of the method; thereafter, force models—including gravity, aerodynamic, hydrodynamic, control, and thrust models—were established. It should be noted that a non-linear approach was adopted for the hydrodynamic model, which reflects the influences of waves in real-world situations; in addition, a Proportional–Integral–Derivative (PID) control law was added to realize closed-loop simulation of the motion. Considering a take-off flight as a study case, longitudinal three Degrees of Freedom (DoF) motion was simulated. The velocity, angle of attack, height, and angular velocity were selected as the state vectors in the state–space equations. The results show that, with the equilibrium state as the initial setting for the motion, reasonable time–history curves of the whole take-off phase can be obtained using the proposed approach. Furthermore, it is universally applicable for aircraft operating under hydrodynamic–aerodynamic coupling scenarios, including amphibious aircraft, seaplanes, Wing-in-Ground-Effect (WIGE) aircraft, and Hybrid Aerial–Underwater Vehicles (HAUVs).
... While aircraft encounter ground effect (GE) during take-off and landing, wing-in-ground vehicles exploit it to improve lift-to-drag ratios by operating close to the water surface [1][2][3]. WIG technology blends naval architecture with aerospace engineering, resulting in vehicles that hover just a few meters above the water [4]. These vehicles offer a new transportation alternative that bridges the gap between ships and airplanes [5]. ...
... Similarly, Yang et al. [12] used the SST k-w model to simulate different ground conditions, including moving, stationary, and inviscid flat boundaries, and recommended employing a moving ground boundary in experimental setups. Additionally, Barber and Hall [4] conducted a comprehensive review of ground effect aerodynamic methods, performing both experiments and numerical simulations using the RNG k-e model for various boundary conditions. They found that the moving ground boundary condition consistently produced the most accurate results in body-fixed simulations, highlighting the significant role of viscous effects in ground effect scenarios. ...
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The flow around tandem foils, w/ and w/o ground effect, remains a significant problem that requires further study, as it lays the foundation for the development of wing-in-ground effect vehicles. Most current numerical and experimental studies on tandem configurations are conducted at Reynolds numbers exceeding 10 6. In this parametric study, the two-dimensional flow around two tandem NACA 4412 foils both w/ and w/o ground effect, is simulated at a moderate Reynolds number of (Re = 3x10 5). The angle of attack is set at 4° for both foils, and the influences of stagger distance (S), gap height (G), and ground clearance (H) are examined systematically. Initially, the aero/hydrodynamic characteristics of single foils were validated without ground effect and then with ground effect for the NACA 4412 profile. The finite-volume method is employed to solve the incompressible Reynolds-averaged Navier-Stokes equations along with the Shear-Stress-Transport k-w turbulence model with gamma-transport equation. The findings reveal that, consistent with higher Reynolds number studies, tandem foils exhibit greater hydrodynamic efficiency compared to isolated foils, particularly when the gap height is positive, meaning the fore foil is positioned above the aft foil. Ground effect causes an increase in hydrodynamic performance in both isolated and tandem configurations. When foils are in a tandem arrangement, the drag on the front foil is reduced due to the presence of the rear foil, while the drag on the rear foil increases due to the influence of the front foil. The drag reduction on the front foil is attributed to the increased static pressure between the foils, effectively pushing the front foil forward. This effect is observed for most tested spacings, with the magnitude varying based on stagger and gap distance. Consequently, the resultant interference drag can be favourable or unfavourable depending on the specific spacing. The impact of ground clearance on tandem foils is similar to its effect on isolated foils, with both lift and drag coefficients increasing as ground clearance decreases. These findings provide fresh insights into the hydrodynamics of tandem foils at moderate Reynolds numbers under and out of ground effect conditions, contributing to the advancement of next-generation wing-in-ground craft and various other applications.
... A Wing-in-Ground (WIG) craft has wings moving just above the water surface, floating on a high-pressure cushion between the wing and water surface [1,2]. WIG technology is a combination of naval architecture and aerospace engineering to produce vehicles that fly just meters above the water surface [3]. They have been developed to fill the gap between ships and aircrafts as a new option for transportation [4,5]. ...
... where is a model constant ( = 0.094 ) and is the subgrid scale kinetic energy. Few manipulations resulted in this eddy viscosity expression: = ( ∆) 2 ( ) 3 2 ⁄ ( ̅ ̅ ) 5 2 ⁄ + ( ) 5 4 ⁄ ...
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The underlying physics ever behind the aerodynamics of an airfoil in Ground Effect (GE) is still not fully resolved. In this work, the aerodynamics for an airfoil in GE is investigated computationally for both transitional and turbulent flow regimes. Large Eddy Simulation (LES) is employed to explore the flow physics around a NACA0012 airfoil in ground vicinity, which is commonly used in wind energy applications. The Angle of Attack (AoA) is fixed at AoA = 10°, while the flight height to chord ratio (h/c) is variable. An analysis is conducted for the aerodynamic forces, i.e., the lift (CL), and the drag (CD). The behavior for the skin fiction drag (CDf) is explored in the light of the flow physics near the ground. In addition, the vortex shedding behavior is estimated at different height (h/c) for the transitional and turbulent flow regimes. At h/c = 0.2, the friction drag (CDf) is improved by 9.6% and 16.3% for the transitional and turbulent flow regimes, respectively. The results show that the frequencies for the vortex shedding decline significantly near the ground. This decline is correlated with the larger vortical structures and vortex developing mechanism.
... While conventional aircraft experience GE during critical phases such as take-off and landing, wing-in-ground (WIG) vehicles are specifically designed to leverage this phenomenon to achieve higher lift-to-drag ratios by flying just above the water surface. These vehicles combines the naval architecture and aerospace engineering principles, enabling them to operate efficiently in a hover-like state over the water [4]. By bridging the operational gap between ships and airplanes, WIG vehicles offer a compelling transportation solution that combines the fuel efficiency and higher cruising speeds of aircraft with the stability and endurance of marine vessels [5]. ...
... However, among the studies of ground effects, wind tunnel experiments are dominant, and numerical simulations are relatively few. Most existing numerical simulation studies focus on the influence of ground effects on the aerodynamic characteristics of aircraft airfoils [26][27][28] . In recent years, numerical simulation research has played a significant role in promoting research in the field of bridge wind engineering [29][30][31] . ...
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Pressures were &nultaneou@ meawred at 64 oiajfces distributed orer the midspan section of a & by 90-inch rectangular model of the A? A. C. A. &lg airfm"lin the cam"ab[e-den.sitg tunnel. These nwasuranent~ were made ai 17 angles of attackfrom —i?O"to 30° for eight dues of the e~ectire Reynolds Numberfrom approximately 1001000 to 8,W0,000. Accurate data tiere thus obtainedfor ~tudy-ing the oizriation of prewnm distribution unlit Reynold~ Number. These results on the N. A. C. A. .w?gectionindicatethatthepressuredistributionispracticallyuna? gection indicate that the pressure distribution is practically unaected by changes in Reynolds Number except where separti"on is invoked.