Experimental study of pitching and plunging airfoils at low Reynolds numbers
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Transcript of Experimental study of pitching and plunging airfoils at low Reynolds numbers
RESEARCH ARTICLE
Experimental study of pitching and plunging airfoilsat low Reynolds numbers
Yeon Sik Baik • Luis P. Bernal
Received: 3 January 2012 / Revised: 28 September 2012 / Accepted: 3 October 2012 / Published online: 22 November 2012
� Springer-Verlag Berlin Heidelberg 2012
Abstract Measurements of the unsteady flow structure
and force time history of pitching and plunging SD7003
and flat plate airfoils at low Reynolds numbers are pre-
sented. The airfoils were pitched and plunged in the
effective angle of attack range of 2.4�–13.6� (shallow-stall
kinematics) and -6� to 22� (deep-stall kinematics). The
shallow-stall kinematics results for the SD7003 airfoil
show attached flow and laminar-to-turbulent transition at
low effective angle of attack during the down stroke
motion, while the flat plate model exhibits leading edge
separation. Strong Re-number effects were found for the
SD7003 airfoil which produced approximately 25 %
increase in the peak lift coefficient at Re = 10,000 com-
pared to higher Re flows. The flat plate airfoil showed
reduced Re effects due to leading edge separation at the
sharper leading edge, and the measured peak lift coefficient
was higher than that predicted by unsteady potential flow
theory. The deep-stall kinematics resulted in leading edge
separation that led to formation of a large leading edge
vortex (LEV) and a small trailing edge vortex (TEV) for
both airfoils. The measured peak lift coefficient was sig-
nificantly higher (*50 %) than that for the shallow-stall
kinematics. The effect of airfoil shape on lift force was
greater than the Re effect. Turbulence statistics were
measured as a function of phase using ensemble averages.
The results show anisotropic turbulence for the LEV and
isotropic turbulence for the TEV. Comparison of unsteady
potential flow theory with the experimental data showed
better agreement by using the quasi-steady approximation,
or setting C(k) = 1 in Theodorsen theory, for leading
edge–separated flows.
1 Introduction
Flapping wing aerodynamics is a complex problem char-
acterized by unsteady flow features and fluid structure
interaction (Shyy et al. 2008). The study of flapping wing
aerodynamics has attracted the interest of scientists and
engineers as possible propulsion and lift generation
mechanism for future micro air vehicles (MAVs) and nano
air vehicles (NAVs). The problem is characterized by small
length scales and flow speeds which typically result in a
Reynolds number range between O(102) and O(104).
Unsteady flow at low Reynolds numbers may include
laminar, transitional, and turbulent flows that are difficult
to probe experimentally and computationally. Recent
advances in technology have enabled various experimental
and computational techniques that aid understanding of
flapping wing aerodynamics (Platzer et al. 2008; Pines and
Bohorquez 2006). However, there still exist tremendous
challenges in the design of flapping wing–controlled
vehicles due to a lack of understanding of the aerodynamic
performance of flapping wing motions.
The number of control parameters in flapping wing
aerodynamics ranges from wing size and material proper-
ties to wing motion kinematics and flow conditions. To
understand how different physical processes contribute to
aerodynamic performance, it is useful to simplify the
problem by reducing the number of independent variables
Electronic supplementary material The online version of thisarticle (doi:10.1007/s00348-012-1401-6) contains supplementarymaterial, which is available to authorized users.
Y. S. Baik (&) � L. P. Bernal
Department of Aerospace Engineering,
University of Michigan, Ann Arbor, MI, USA
e-mail: [email protected]
L. P. Bernal
e-mail: [email protected]
123
Exp Fluids (2012) 53:1979–1992
DOI 10.1007/s00348-012-1401-6
while retaining the relevant physical processes. Many
previous studies have simplified flapping wing kinematics
by considering infinite aspect ratio wings undergoing
pitching and plunging motions. This setup limits wing
motions to two degrees of freedom, and the infinite aspect
ratio reduces the complexity of spanwise variations of
force and associated 3-D flows. Effects of the free-end
condition on the aerodynamics of flapping wings have been
studied numerically (Shyy et al. 2009) and experimentally
(David et al. 2011). Pitching and plunging wing motions
may include laminar, transitional and turbulent flows
depending on Reynolds number and large-scale separation.
Numerous experimental studies of pitching and plunging
wings have found that the Strouhal number (St) is an
important parameter that governs formation of LEVs and
the wake structure behind the wing (Freymuth 1988; Ko-
ochesfahani 1989; Jones et al. 1996; Lai and Platzer 1999;
Young and Lai 2004; Lua et al. 2007). The St is also
important in considering propulsive efficiency of an
oscillating wing (Triantafyllou et al. 1992; Anderson et al.
1998; Read et al. 2003; Hover et al. 2004).
An important unsteady flow feature found in flapping
wing aerodynamics is the formation of large vortical
structures at the leading and trailing edges. Formation of
leading edge vortex (LEV) is found to be critical to lift
generation in insect flight, and studies document that an
attached LEV produces higher lift coefficient compared to
the steady-state conditions (Ellington 1984; Dickinson and
Gotz 1993; Birch et al. 2004). The formation of LEV and
trailing edge vortices (TEV) is observed in numerous bio-
logical flyers at low Reynolds number (Ellington et al.
1996; Maxworthy 1981; Birch and Dickinson 2001). For-
mation of large vortical structures is also found in dynamic
stall of rotor blades and in high-pitch-rate maneuvers, in this
case at Reynolds number O(106) (McCroskey 1981, 1982).
The dynamic-stall vortex is analogous to the LEV observed
in flapping wing aerodynamics, and it temporarily increases
the lift coefficient of the airfoil as the vortex convects along
the chord. The LEV or dynamic-stall vortex alters the
pressure distribution on the airfoil surface causing the
increase in lift (Maxworthy 1979; Sane and Dickinson
2001). However, other features contribute to unsteady force
generation of flapping wings. There are studies that illus-
trate the importance of wing kinematics on the formation of
LEVs (Dickinson 1994; Dickinson et al. 1999; Rival et al.
2009) and document the changing role of LEV for different
flow conditions and wing kinematics (Shyy and Liu 2007).
The present study was motivated by the work of Ol et al.
(2009) who studied the aerodynamics of a pitching and
plunging SD7003 airfoil undergoing two kinematics: a
shallow-stall kinematic where the effective angle of attack
produced by the plunging motion is reduced by the pitch
motion and a deep-stall kinematic with the same plunge
motion as the shallow-stall case but without the pitch
motion which results in an effective angle of attack history
that exceeds the steady-stall angle of attack by a large
amount during the cycle. They consider a Reynolds number
of 60,000 and report computational results, flow visuali-
zation, PIV measurements, and lift force measurements
which show attached flow for the shallow-stall case during
the cycle and formation of a LEV during the down stroke
for the deep-stall case. Of interest also is the effect of
airfoil shape on the aerodynamics of pitching and plunging
airfoils. A comprehensive computational study of a flat
plate airfoil undergoing shallow- and deep-stall kinematics
has been performed by Kang et al. (2012). They also
consider a finite span wing and note that the flat plate’s
sharp leading edge promotes formation of a LEV. They
document the force time history and flow evolution history.
Baik et al. (2012) report a comprehensive investigation of
the deep-stall kinematics for a flat plate airfoil at Reynolds
numbers in the range 5,000–20,000. They document the
LEV dynamics and report force measurements for varying
plunge motion amplitude and reduced frequency. They find
small Reynolds number effects and determine that flow
topology is controlled by reduced frequency, whereas force
time history is primarily controlled by the St. The present
experimental study explores Re effects on pitching and
plunging airfoils at Re = 1 9 104, 3 9 104, and 6 9 104.
Shallow- and deep-stall kinematics are considered for
SD7003 and flat plate airfoils in order to (1) elucidate
Reynolds number effects on flow topology for different
effective angle of attack histories and (2) determine the
effect of different airfoil shapes. The lift force time histo-
ries are measured and compared to Theodorsen (1935)
linear potential flow theory. We report detailed experi-
mental measurements using particle image velocimetry
(PIV) with emphasis on providing (1) a detailed exami-
nation of the flow field around pitching and plunging air-
foils by computing the vorticity and turbulence statistics,
(2) measured unsteady force time histories to examine the
effect of Re on unsteady force generation, and (3) provide
detailed experimental data for validation of computational
and theoretical models.
2 Airfoil kinematics
A brief description of airfoil kinematics used in the current
study is described in this section. A detailed description on
the origin of the kinematics can be found in Ol et al.
(2009). The equations for the plunging and pitching
motions are shown in Eqs. 1 and 2, respectively. The
effective angle of attack resulting from the combined
pitching and plunging motion is shown in Eq. 3. h0 is the
non-dimensional plunge amplitude, h0 = h/c, where h is
1980 Exp Fluids (2012) 53:1979–1992
123
the amplitude and c is the chord length. f denotes motion
frequency which is kept the same for both plunge and pitch
motions. h0 is the pitch amplitude in radians, and / is the
lag between the plunging and pitching motion. a0 is aver-
age angle of attack in radians and St is defined as 2fh/U?.
The arctangent function in Eq. 3 is approximately
sinusoidal for St below 0.15 (Baik 2011). Furthermore, the
lag between the plunging and pitching motion (/) is set as
a constant value of p/2 radians for all cases, which results
in the contribution of the pitch motion to the effective
angle of attack to be in phase and opposite direction to the
contribution from the plunge motion.
hðtÞ ¼ h0c cosð2pftÞ ð1ÞhðtÞ ¼ h0 cosð2pft þ /Þ ð2ÞaeffðtÞ ¼ a0þ h0 cosð2pftþ/Þþ arctan pSt sinð2pftÞð Þ ð3Þ
The shallow-stall kinematic is a combined pitching and
plunging motion with effective angle of attack range
between 2.4� and 13.6�. The pitch amplitude is 8.42� and
the non-dimensional plunge amplitude is kept constant at
h0 = 0.5. The deep-stall kinematic is the shallow-stall
kinematic without the pitching motion, resulting in a purely
plunging airfoil with effective angle of attack ranging from
-6� to 22�. The effective angle of attack time histories for
both kinematics are shown in Fig. 1. Both kinematics have
reduced frequency k = 0.25 and St = 0.08, and the motion
frequency was varied with flow speed to preserve the k and
St values. k is defined as pfc/U? in the current study.
The SD7003 airfoil is designed for low Reynolds number
applications and features a laminar separation bubble at low
Reynolds number (Ol et al. 2005) with stall angle of attack
equal to approximately 11� and zero angle of attack to -1� at
Re O(104) (Selig et al. 1995). For the present flow conditions,
the airfoil approaches static stall during the down stroke of the
shallow-stall kinematic. For the deep-stall kinematic, a large
separation is expected for the SD7003 airfoil. In the current
study, a flat plate airfoil is also investigated that is more rep-
resentative of airfoil sections found in biological flyers which
commonly have small thickness.
3 Experimental setup
Experiments were conducted at the University of Michigan
low-turbulence water channel. A detailed description of the
flow facility and instrumentation can be found in Baik
(2011). A brief description of the flow facility, PIV, and
force measurement techniques are highlighted here. The
water channel facility has a test cross-section 61 cm wide
by 61 cm high with free stream velocity that ranges from 6
to 40 cm/s. The measured turbulence intensity at a free
stream velocity of 6 cm/s is approximately 1 % and 0.1 %
for free stream velocities greater than 20 cm/s.
The current study explores two airfoil cross-sections:
SD7003 and a flat plate. Both models span the depth of the
water channel test section to simulate an infinite aspect ratio.
The model installation and instrumentation is illustrated in
Fig. 2. The SD7003 airfoil model has a chord length of
152 mm, and it was fabricated using stereo lithography of a
transparent resin (DSM Somos 11122) to minimize laser
reflection at the surface of the airfoil. Three different flat
plate models were used in the current study: 152-mm chord
with 2.3 % chord-to-thickness ratio (t/c), 76-mm chord with
t/c = 6.25 %, and 51-mm chord with t/c = 6.25 %. All the
flat plates have rounded leading and trailing edges with
radius equal to half the thickness. The flat plate models were
fabricated from stainless steel plate and polished to mini-
mize glare in the PIV images. As illustrated in Fig. 2, the
models were mounted vertically in the channel test section,
with the span axis normal to the water-free surface. An end
plate attached to the model is used to minimize free surface
effects. The cantilevered mounting scheme resulted in some
deflection of the plate due to the aerodynamic loading. The
plate thickness was selected to minimize model tip deflec-
tion at the bottom of the channel, which was 1 mm at the
highest Re tested. The SD7003 model tip deflection was
approximately 5 mm also at the highest Re tested. The
deflection at the half-span location where the PIV images
were taken was found to be negligible.
The airfoil motion was produced by a rotary stage
(Velmex B4872TS Rotary Table) for the pitch motion, a
linear traverse (Velmex 20-inch BiSlide) for the plunge
motion, and the associated control system (Velmex VXM-
1-1 motor controller). The motors were stepper motors with
accuracy of ±0.0125� (B4872TS) for the rotary stage and
±25 lm for the linear traverse.Fig. 1 Effective angle of attack profiles for shallow- and deep-stall
cases
Exp Fluids (2012) 53:1979–1992 1981
123
The flow visualization system consists of seven uni-
formly distributed dye streams introduced half chord in
front of the leading edge of the model. Two syringe pumps
are used to adjust the dye speed at the injection point in
order to match the water channel flow speed and minimize
disturbances produced by the wake of the dye injection
system. The dye streams were held fixed and the airfoil was
pitched and plunged within the width of the dye streams.
The PIV system includes a double-pulsed Nd-YAG laser
(Spectra Physics PIV 300), light sheet forming optics, two
dual frame CCD cameras (Cooke Corp. PCO.4000 equip-
ped with Nikon 105-mm Micro-Nikkor lenses, 4,008 9
2,672 pixels), a mechanical shutter, a signal generator, a
delay generator, computer image acquisition system, and
custom-built control box. The PIV system and model
motion apparatus were precisely synchronized using the
custom-built control box to capture the desired phases of
the motion. Phase-averaged PIV measurements were
computed using 200-image ensemble averages. The PIV
system and the airfoil motion periods were matched with
accuracy better than 0.1 ms, which resulted in a maximum
relative displacement of the airfoil between the first and
last images less than 7 pixels. The optical magnification
was 25 px/mm, which resulted in a field of view 160 by
107 mm in the flow. Each experimental run consisted of 12
motion cycles, and the first 2 cycles were discarded in
order to remove transient effects in the phase averages.
The PIV images were analyzed using an in-house-
developed MATLAB-based PIV analysis software. The
particle displacement is determined in two steps using
cross-correlation analysis of displaced interrogation win-
dows. The location of the cross-correlation peak, which
gives the particle displacement, is measured with sub-pixel
resolution using a Gaussian fit of the cross-correlation
function around the peak. In the first low-resolution step, a
fixed displacement of 20 pixels and an interrogation win-
dow of 64 9 64 pixel were used; in the second high-res-
olution step, the particle displacement measured in the first
step and an interrogation window size of 32 9 32 pixels
were used. This corresponds to an approximate spatial
resolution of the PIV measurements of ±0.64 mm. A
square grid with 8 pixel spacing (0.32 mm in physical
space) was used for all the images. Near the surface of the
airfoil, data points within 32 pixels from the boundary were
discarded because the interrogation window would include
pixels in the airfoil. This corresponds to four data points in
the measurement grid. A median filter based on velocity
vector values on spatially adjacent points was used to find
the particle displacement at the points where the PIV val-
idation failed. In addition, a 3-sigma filter was imple-
mented to remove outliers associated with large sample-to-
sample fluctuations. The 3-sigma filter was implemented in
two steps. In the first step the ensemble mean and standard
deviation are computed at all the points in the flow field.
Then, each sample was compared to ±3 standard devia-
tions of the mean value, and it was discarded if the sample
lied outside the 3-sigma range. The highest number of
outliers was located in the high shear region near the
leading edge, and the maximum number of data points
removed from the 3-sigma filter was approximately 10 %
of the sample size. Turbulence statistics were computed at
each phase and at each point in the field using the filtered
data.
The direct force measurement system consisted of a
force/torque sensor (ATI industrial automation Mini40
force/torque sensor), interface power supply (ATI indus-
trial automation 9105-IFPS-1), a data acquisition card
(National Instrument PCI-6625), and a computer. The
Fig. 2 Experimental setup at the University of Michigan water channel
1982 Exp Fluids (2012) 53:1979–1992
123
Mini40 F/T sensor is a 6-component sensor capable of
measuring forces in the plane of the airfoil cross-section up
to ±80 and ±240 N in the orthogonal direction. It also
measures torque up to ±4 Nm in all 3 axes. The published
resolution is 1/50 N for force and 1/2,000 Nm for torque.
For these measurements, the sensor axes were aligned with
the airfoil chord and chord-normal directions, and the
results were converted to the lift and drag directions using
the known pitch angle from case descriptions.
At each experimental condition, two different experi-
ments were performed to obtain the hydrodynamic force
time history: a tare experiment and a force experiment.
The tare experiments were performed in air to measure the
inertial load on the force/torque sensor due to mass of the
model and model attachment hardware. In these experi-
ments, the water level in the channel was lowered below
the bottom of the channel without changing any other
experimental parameters. The tare experiment results were
subtracted from the force test results to obtain the hydro-
dynamic loading on the wing model. Similar to the PIV
data acquisition, the force measurements were phase-
averaged for each wing kinematics. A typical force
measurement experiment consisted of 100 cycles with
5 seconds of pre-trigger data. The purpose of the pre-trig-
ger data was to eliminate sensor bias. The first 5 and the
last 5 cycles were discarded in order to remove transients
introduced by the low-pass filter; the force data were low-
pass filtered using a zero-phase sharp-frequency-cutoff
Fourier filter which introduced significant initial and end
transients lasting approximately three cycles. All the data
sets were sampled at 2,000 Hz and low-pass filtered with a
cutoff frequency equivalent to approximately 5 times the
motion frequency. The filter cutoff frequency was chosen
to remove force sensor signal associated with the structural
resonance of the cantilevered wing, which was measured at
approximately 6 Hz. Typical motion frequencies in these
experiments were in the range 0.035–0.21 Hz.
4 Results
4.1 Shallow-stall kinematics
Figure 3 shows side-by-side comparison of flow visuali-
zation and normalized vorticity contours for the SD7003
airfoil under shallow-stall kinematics at Re = 1 9 104,
3 9 104, and 6 9 104. The dye streams show small-scale
features for Re = 6 9 104 due to disturbances introduced
by the dye injector. Re effects are apparent during the down
stroke, 0 B t/T B 0.5. In this Reynolds number range, the
boundary layer is laminar at the leading edge. As the flow
develops, flow separation and transition to turbulent flow
occur, but the transition process differs depending on
Reynolds number. At Re = 10,000 and the beginning of
the down stroke (t/T = 0.00), the boundary layer on the top
surface of the airfoil is laminar. Laminar separation occurs
at approximately the 75 % chord location. During the ini-
tial part of the down stroke, t/T B 0.25, laminar separation
moves rapidly upstream to the leading edge and an unstable
separated shear layer develops. Kelvin–Helmholtz insta-
bility waves produce a vortex pattern on the top surface of
the airfoil. These instability waves are phase locked to the
airfoil motion, and the transitional vortex pattern is cap-
tured in the phase-averaged results. Streamlines at
t/T = 0.25 terminate on the suction side of the airfoil due
to the large plunge speed and pitch rate and form a closed
recirculation region particularly noticeable at Re = 10,000.
However, an organized LEV with closed streamlines cen-
tered in a region of high vorticity does not form. The
high vorticity region remains in the shear layer formed
at the separation point. At higher Reynolds numbers
(Re = 30,000 and 60,000), the boundary layer on the
suction side is unstable and phased-locked instability dis-
turbances are found at the beginning of the down stroke
motion (t/T = 0.00) for x/c [ 0.5. As the flow develops,
instability and transition moves upstream and small vorti-
cal structures are observed near the leading edge at
t/T = 0.25, which indicate laminar separation and reat-
tachment of the turbulent boundary layer. In all cases, the
boundary layer on the suction side reattaches and becomes
laminar during the up stroke motion of the airfoil.
Measured turbulence statistics are shown in Fig. 4. At
t/T = 0.25 and Re = 10,000, large values of the normal
components (u02=U21 and v02=U2
1) as well as the shear
component (u0v0=U21) of the Reynolds stress are found at
the same location as the transitional vortical features,
which suggest that an important contribution to the Rey-
nolds stress is cycle-to-cycle fluctuations in position of
these features. Similarly, high values of all component of
the Reynolds stress in the thin separated shear layer at the
leading edge (t/T = 0.33–0.5) suggest cycle-to-cycle fluc-
tuation in the position of the separated shear layer. High
values of u02=U21, exceeding 0.15, are measured at the
shear layer location. In contrast, the values of v02=U2
1 are
much lower, which is attributed to cycle-to-cycle move-
ment of the high shear region causing very large changes in
the u component compared to the v component of the
velocity. It is interesting to note that the shear component
of the Reynolds stress associated with the transitional
vortical features is relatively small compared to the shear
Reynolds stress in the separated region found at later
phases. However, these results clearly show turbulent flow
in the wake created by the leading edge separation at
Re = 10,000. At higher Reynolds number (Re = 30,000
and 60,000), the boundary layer is attached throughout the
Exp Fluids (2012) 53:1979–1992 1983
123
Fig. 3 Flow visualization and normalized vorticity contours of SD7003 undergoing shallow-stall kinematics at Re = 1 9 104, 3 9 104, and
6 9 104 (refer Supplementary material for high resolution figures)
Fig. 4 Contours of normalized turbulence statistics of SD7003 undergoing shallow-stall kinematics at Re = 1 9 104, 3 9 104, and 6 9 104
(refer Supplementary material for high resolution figures)
1984 Exp Fluids (2012) 53:1979–1992
123
down stroke, and the normal and shear components of the
Reynolds stress are significantly lower than that at the
lower Reynolds number. The turbulence is anisotropic for
all Re with values of u02=U2
1 greater than v02=U2
1.
Figure 5 shows side-by-side comparison of flow visu-
alization and normalized vorticity contours for a flat plate
airfoil undergoing shallow-stall kinematics at Re = 1 9
104, 3 9 104, and 6 9 104. The boundary layer separates at
the leading edge at all Reynolds numbers, and comparison
of flow fields shows small Reynolds number effects. At
t/T = 0.00, transition is observed near the leading edge;
small vortical structures are captured near the leading edge,
and the boundary layer remains attached aft of these
structures at all Re. The difference between the SD7003
airfoil and the flat plate is that the leading edge curvature
and thickness of the SD7003 airfoil delay boundary layer
separation at the leading edge, whereas the small radius of
curvature of the flat plate leading edge facilitates boundary
layer separation. Close examination at t/T = 0.42 and 0.50
suggests small Re effects in the development of recircula-
tion region at the end of the down stroke. At Re = 10,000,
the recirculation region on the suction side of the airfoil is
open, while it remains closed at the higher Re. It should be
noted that these recirculation region do not coincide with
regions of high vorticity and therefore cannot be associated
with formation of a LEV. Regions of high vorticity remain
in the shear layer formed at the leading edge by separation
of the boundary layer. During the up stroke, transitional
flow features are observed at Re = 10,000, while a turbu-
lent boundary layer is observed at the higher Reynolds
numbers.
Similar to the SD7003 airfoil, the turbulence in the
separated region of the flat plate airfoil is anisotropic as
shown by the u02=U2
1 and v02=U2
1 contours in Fig. 6. The
high values of u02=U2
1 near the leading edge shear layer are
comparable to the SD7003 airfoil. The u02=U2
1 contours
Fig. 5 Flow visualization and normalized vorticity contours of flat plate undergoing shallow-stall kinematics at three different Reynolds number
(refer Supplementary material for high resolution figures)
Exp Fluids (2012) 53:1979–1992 1985
123
show development of regions of high u02=U21 values that
coincides with the recirculation region captured by the
streamlines and into the near wake. This region progres-
sively increases in size as Re is increased. The v02=U2
1contours show similar features with higher values of
v02=U21in the wake near the trailing edge of the flat plate. In
this region, the streamlines show predominantly v-com-
ponent velocity, and cycle-to-cycle variation of the recir-
culation region would contribute to the large values of
v02=U21. The u0v0=U2
1 contours show similarity as well as
differences between low Re flow (Re = 10,000) and high
Re flow (Re [ 30,000). The magnitude of u0v0=U21 is
similar for all Re flows, but the concentration of u0v0=U21
varies with Re. For Re = 10,000 case, high values of
u0v0=U21 are shown at the shear layer formed by the leading
edge of the flat plate, and the distribution is correlated with
the vorticity contours shown in Fig. 5. In comparison, high
concentration of u0v0=U21 are located near the trailing edge
of the flat plate for higher Re flows with very small amount
of u0v0=U21 observed near the leading edge.
The results of force measurements for the SD7003 and
the flat plate airfoils under shallow-stall kinematics at
Re = 10,000 and 30,000 are shown in Figs. 7 and 8,
respectively. The plots show phase-averaged mean lift
and drag coefficients as function of phase. The phase
averages are computed using 100 cycles. The length of the
error bars shown at t/T = 0.25 and 0.75 are two standard
deviations computed using the same samples. The mag-
nitude of the error bars is within the measurement
uncertainty of the force sensor. At these low Reynolds
numbers, the measurement uncertainty of the sensor is
large compared to the magnitude of the drag force due to
drift of the sensor output, and therefore the drag coeffi-
cients plotted in Fig. 7 are referenced to the drag coeffi-
cient at zero phase. In contrast, the lift force is an order of
magnitude larger than the sensor measurement uncer-
tainty. Force measurements at Re = 60,000 are not
Fig. 6 Contours of normalized turbulence statistics of flat plate undergoing shallow-stall kinematics at three different Reynolds number (refer
Supplementary material for high resolution figures)
Fig. 7 Force time history of
SD7003 airfoil undergoing
shallow-stall kinematics at
Re = 10,000 and 30,000
1986 Exp Fluids (2012) 53:1979–1992
123
reported because the aerodynamic load exceeded the
capacity of the sensor at this Re.
The down stroke motion of the SD7003 airfoil for
shallow-stall kinematics produces thrust and lift. The
transition process at Re = 10,000 has significant effects on
the aerodynamic forces. The minimum drag coefficient is
lower (increased thrust) by approximately 20 % compared
to the higher Reynolds number results. The peak lift
coefficient at Re = 10,000 is approximately 25 % greater
than the Re = 30,000 case. Both maxima are found at
t/T = 0.25 which corresponds to the mid-point of the down
stroke motion when the effective angle of attack is maxi-
mum. Although these changes in lift and drag for the low
Reynolds number may appear contradictory, it seems that
the delayed reattachment of the boundary layer at
Re = 10,000 results in loss of leading edge suction and a
separated flow with closed streamlines and significant
streamline curvature. These effects combine to produce
aerodynamic force directed normal to the airfoil and of
larger magnitude than at higher Reynolds number. It should
be noted that the increased aerodynamic force is produced
as a result of the separated flow on the suction side of the
airfoil even though a LEV is not formed at these flow
conditions. During the up stroke motion, Re = 10,000 case
shows lower drag and lift values compared to Re = 30,000
case. There exists laminar separation near the trailing edge of
the airfoil at t/T = 0.75 for Re = 10,000 case (see Fig. 3),
whereas higher Re cases show attached turbulent boundary
layer. The separation can cause a loss of lift while turbulent
boundary layer at high Re increases the drag.
Figure 7 also shows comparison of the present mea-
surements with unsteady linear potential flow theory
(Theodorsen, 1935). Theoretical results shown in Fig. 7
include Theodorsen’s classical result as well the quasi-
steady approximation in which the Theodorsen function is
assumed unity, C(k) = 1 (Bisplinghoff et al. 1996). Ol
et al. (2009) report good agreement between the measured
lift coefficient time history of a SD7003 at Re = 60,000
and linear potential flow theory. In the current study, the
Re = 30,000 case show good agreement with the Theod-
orsen theory, which is consistent with findings by Ol et al.
(2009), and together support the conclusion of the present
flow visualization and PIV studies of negligible Re effects
in the range Re = 30,000–60,000. For Re = 10,000, the
higher lift coefficient is in better agreement with the quasi-
steady approximation. It should be noted that the angle of
attack for zero lift of the SD7003 airfoil is -1� because of
the mean camber, and therefore, the mean angle of attack
used in the calculations of theoretical results is 9� rather
than 8�. The change in effective angle of attack due to
airfoil cross-section is implicit, and it should be considered
part of the airfoil shape effect.
The flat plate airfoil produces qualitatively similar force
time history as the SD7003 airfoil. Measurement uncer-
tainty for the Re = 10,000 case is lower than for the
SD7003 airfoil. The down stroke generates thrust which
peaks at t/T = 0.25 and is comparable to the thrust pro-
duced by the SD7003 airfoil, although for the flat plate the
maximum thrust does not depend on Reynolds number.
The lift coefficient shows Re effects in the down stroke
with peak value of the lift coefficient at Re = 30,000
approximately 15 % greater than at Re = 10,000. The
increase in lift from higher Re can be associated with the
pitch rate, where the pitch rate for Re = 30,000 case is 3
times faster than Re = 10,000 case. Baik et al. (2012)
discuss the effect of pitch rate on force generation by
performing circulation analysis on the formed LEV.
Although there is no LEV present in the shallow-stall
kinematics, the shear layer formed from the leading edge is
Re dependent which can be observed from u0v0=U21 con-
tours. In addition, the recirculation region found near the
trailing edge of the airfoil at higher Re flows may also
contribute to the higher lift.
Comparison with linear potential flow theory shows
good agreement for the quasi-steady approximation from
t/T = 0.00 to 0.20. Between t/T = 0.20 and 0.50, there is a
Fig. 8 Force time history of flat
plate airfoil undergoing
shallow-stall kinematics at
Re = 10,000 and 30,000
Exp Fluids (2012) 53:1979–1992 1987
123
significant increase in the measured lift compared to theoret-
ical values. Although no LEV is formed in these cases, leading
edge separation and closed streamlines with significant cur-
vature on the leeward side of the flat plate result in a significant
increase in lift. During the up stroke motion, the measure-
ments show good agreement with the quasi-steady linear
potential flow theory. Clearly, the standard unsteady potential
flow theory underpredicts the magnitude of the lift coefficient
oscillations by a significant amount even during the up stroke
when the boundary layer reattaches which suggests that the
theory inaccurately accounts for the effect of vorticity distri-
bution in the wake on the lift.
4.2 Deep-stall kinematics
Figure 9 shows flow visualization and normalized vorticity
contours for the SD7003 and the flat plate airfoils and deep-
stall kinematics at Re = 60,000. Flow visualizations were
taken at Re = 10,000 and 30,000, and it revealed no signifi-
cant change in flow development and flow topology. The
deep-stall kinematics have an effective angle of attack range
between -6� and 22�, and a large LEV and TEV formed
during the cycle. The leading edge separation and the sub-
sequent formation of a LEV occur at an earlier stage of the
cycle for the flat plate airfoil compared to the SD7003 airfoil.
This delay in the flow development between for the SD7003
and flat plate airfoil is approximately t/T = 0.08. Figure 10
illustrates this effect; it shows a comparison of u-component
velocity profiles on the leeward side of the airfoils for the SD
7003 airfoil at t/T = 0.33 and for the flat plate airfoil at
t/T = 0.25. Additional comparisons between the flat plate and
SD7003 airfoils can be found in the experimental results
reported by Baik et al. (2009), Baik (2011) and computational
results by Kang et al. (2012).
Analogous to the flat plate shallow-stall case, formation
of the LEV causes strong curvature of streamlines that
Fig. 9 Flow visualization and
normalized vorticity contours of
SD7003 and flat plate airfoils
undergoing deep-stall
kinematics at Re = 60,000
(refer Supplementary material
for high resolution figures)
1988 Exp Fluids (2012) 53:1979–1992
123
attach and terminate on the leeward side of the airfoil
upstream of the trailing edge. The LEV convects down-
stream past the trailing edge and it induces the formation of
a TEV as shown by the vorticity contours at t/T = 0.33 for
the flat plate airfoil. The size of the TEV is approximately
1/6 of the chord length and it dissipates much faster than
the LEV. Similar flow topology is observed for the SD7003
airfoil but with a delay of approximately t/T = 0.08. The
flow topology of deep-stall kinematics is independent of
Re, and it is preserved as long as the reduced frequency is
unchanged (Baik et al. 2012).
Turbulence statistics computed from PIV data are shown
in Fig. 11. As expected, significant Reynolds stresses are
found in the LEV and TEV vortices, and the separated flow
region. The difference between u02=U21 and v02=U2
1 con-
tours suggests anisotropic turbulence. High values of
u02=U21 are concentrated in the leading edge shear layer,
similar to the shallow-stall case. The shear layer is better
defined for the flat plate due to smaller radius of curvature
of the leading edge. A laminar flow is observed to be
trapped between the LEV and the airfoil surface at
t/T = 0.42 for the SD7003 and t/T = 0.33 for the flat plate.
Fig. 10 An x-component
velocity comparison between
flat plate and SD7003 to
illustrate the delay in flow
development present during the
down stroke motion (x/c = 0.00
denotes the leading edge)
Fig. 11 Contours of normalized turbulence statistics of SD7003 and flat plate airfoils undergoing deep-stall kinematics at Re = 60,000
Exp Fluids (2012) 53:1979–1992 1989
123
Streamlines indicate a reverse flow at this region, and the
turbulence statistics suggest that this reverse flow is lami-
nar. The reverse flow is created by the formation of TEV,
and the vortex exhibits an isotropic turbulence as shown by
u02=U2
1 and v02=U2
1 contours. The u02=U2
1 and v02=U2
1values exceed 0.4 which is amplified by the phase-to-phase
variation on the location of TEV formation. The SD7003
airfoil shows larger region of high concentration of tur-
bulence statistics compared to the flat plate, and the leading
cause of this is due to a sharper trailing edge of the SD7003
airfoil compared to the rounded flat plate. The TEV introduces
u0v0=U21 values that are similar in magnitude but having
opposite signs within the vortex. The u0v0=U21 values are
mostly negative in the flow field except within the TEV.
The deep-stall case produces a large LEV that is com-
parable to the chord length of 152 mm. Since the tunnel
walls are only 608 mm apart, the presence of LEV may
introduce a significant blockage. In order to test the pres-
ence of blockage, the measurements were repeated for
smaller chord lengths models for the shallow-stall and the
deep-stall cases. A 76-mm chord length flat plate model
was used for both kinematics, and a 51-mm chord was used
for the deep-stall kinematics to further probe the blockage
effect on the 76-mm model.
The lift coefficient measured from the shallow-stall
kinematics is shown in Fig. 12a. The results show that
there is no evidence that there exists a blockage effect for
the 152-mm flat plate model for the shallow-stall kine-
matics. Since the SD7003 airfoil have the same chord
length and less separated flow compared to the flat plate
model, this would imply that the blockage effect for the
SD7003 airfoil undergoing shallow-stall kinematics is also
blockage free.
A blockage effect was present for deep-stall kinematics
with chord length of 152 mm. The lift coefficients mea-
sured from the deep-stall kinematics is shown in Fig. 12b.
The 152-mm chord flat plate model introduces blockage
that increases the peak lift coefficient by approximately
20 % compared to the smaller chord models. The increase
in the peak lift coefficient is a well-known characteristic of
the blockage effect. A significant increase in lift coefficient
is only observed during the down stroke motion where the
LEV is present. No blockage effect was present for the
76- and 51-mm chord models.
The blockage study finds that there is a high chance of
blockage effect present in the 152-mm chord force mea-
surement. However, the qualitative features found in the
force measurement still provide insight along with the PIV
measurement obtained for the deep-stall kinematics. Fig-
ure 13 plots the lift coefficient of 152-mm flat plate and
SD7003 airfoil undergoing deep-stall kinematics at
Re = 10,000 and 30,000. The location of the peak is not
identical between models, and the peak occurs earlier in the
motion for the flat plate. This observation is consistent with
the documented flow delay that is approximately t/
T = 0.08 between the airfoils. The difference in airfoil
shape results in approximately 25 % greater lift force for
the flat plate compared to the SD7003 airfoil. The point is
that the different evolution of the LEV for the SD7003 and
flat plate airfoil produce different force history, and these
effects are more significant than Reynolds number effects.
Compared to the shallow-stall kinematics, the peak lift
coefficient is approximately 50 % greater for the deep-stall
kinematics.
The Re effect is clearly present independent of airfoil
shape as evidenced by a higher peak lift coefficient during
the mid-down stroke and less lift during the up stroke
motion at Re = 10,000 compared to Re = 30,000. This
observation is similar to the shallow-stall case. It should be
noted that the flow topology is the same for all Re, so the
difference in forces should be due to circulation. Flat plate
undergoing shallow-stall kinematics showed Re effect on
lift due to pitch rate even though flow topology remained
the same across all Re studied. Although the pitch rate is
not a factor in deep-stall kinematics, the LEV circulation
value will be different for different Re as the shear layer
Fig. 12 Measured lift
coefficients for (a) shallow-stall
kinematics and (b) deep-stall
kinematics using different chord
length flat plate models (refer
Supplementary material for high
resolution figures)
1990 Exp Fluids (2012) 53:1979–1992
123
characteristic is different at Re = 10,000 compared to
Re = 30,000. The difference in LEV circulation leads to
difference in force generated, although this effect is not as
prominent as the airfoil shape effect or changing St (Baik
et al. 2012).
5 Conclusions
The current study documents unsteady flow field and
force generation produced by pitching and plunging air-
foils at Re = 1 9 104, 3 9 104, and 6 9 104. The
SD7003 airfoil and flat plates were pitched and plunged
using two different effective angle of attack profiles with
range of 2.4� to 13.6� (shallow-stall) and -6� to 22�(deep-stall). The flow fields resulting from both kine-
matics were quantified using PIV and direct force mea-
surements were performed to compare with existing linear
potential flow theory.
The shallow-stall kinematics presented laminar-to-tur-
bulent transition for the SD7003 airfoil where increase in
drag and lift was documented at Re = 10,000; the onset of
laminar-to-turbulent transition caused formation of vortices
on the leeward side of the airfoil that produced a closed
streamline at the trailing edge which acted as an effective
camber effect. The flat plate airfoil resulted in laminar
separation and reattachment at low effective angles of
attack, but the leading edge separation was observed during
the down stroke motion where the effective angle of attack
exceeded the static-stall limit. The effective camber effect
was also present for the flat plate as observed from curved
streamlines that terminated at the trailing edge. While the
Re effects were negligible in flow topology, measured
forces showed signs of Re effects for the flat plate. The
linear theory proposed by Theodorsen was in a good
agreement with the SD7003 at high Re where the for-
mation of turbulent boundary layer during the down
stroke motion resulted in attached flow field. For the other
cases with a leading edge separation, Theodorsen theory
with C(k) = 1 resulted in better agreement with the
experimental data; however, the measured peak lift
coefficient was still higher for the flat plate models
compared to the theory. The turbulence statistics showed
highly anisotropic turbulence for the leading edge sepa-
rated flows on both airfoils. The shear layer at the leading
edge of the airfoil was concentrated with high values of
turbulence statistics from cycle-to-cycle variation on the
precise shear location. The concentration of turbulence
statistics in the flow field varied as Re was changed while
maintaining similar flow topology.
The deep-stall kinematics was highlighted by the for-
mation of a large LEV. The measured peak lift coefficient
was approximately 50 % higher than the shallow-stall
kinematics. Similar to the shallow-stall kinematics, curved
streamlines due to LEV terminated at the trailing edge of
the airfoil during down stroke motion, which attributed to
the camber effect. The SD7003 airfoil experienced a delay
of LEV formation by approximately t/T = 0.08 compared
to the flat plate due to leading edge curvature, and this
delay was identified using PIV and force measurement. The
lift force generated by the flat plate was approximately
25 % greater than the SD7003 airfoil, which was greater
than the apparent Re effect on force generation. The tur-
bulence statistics revealed anisotropic turbulence in the
LEV during the down stroke motion with concentrated
high values of turbulence statistics in the shear layer
formed by the leading edge. On the other hand, TEV
showed signs of isotropic turbulence with the u0v0=U21
distribution of TEV displaying mixture of positive and
negative values.
The key findings of the present study are the following:
(1) Re effects can cause laminar-to-turbulent transition that
increases lift by forming a closed curved streamlines, (2)
flow topology is almost independent of Re, but the force
generation has a small Re effect, (3) the formation of LEV
caused by the increase in effective angle of attack signifi-
cantly increases the peak lift coefficient due to effective
camber effect, (4) anisotropic turbulence is observed dur-
ing the down stroke with emphasis near the shear location,
(5) isotropic turbulence is present with mixture of positive
and negative values of u0v0=U21 inside the TEV, (6) The-
odorsen theory works well for attached flow fields (SD7003
at high Re flows), but setting C(k) = 1 performs better for
leading edge–separated flows, and (7) airfoil shape effects
is stronger than the Re effects on lift generation.
Fig. 13 Lift coefficients for deep-stall kinematics with flat plate and
SD7003 airfoils (refer Supplementary material for high resolution
figures)
Exp Fluids (2012) 53:1979–1992 1991
123
Acknowledgments This work has been supported in part by the Air
Force Office of Scientific Research’s Multidisciplinary University
Research Initiative (MURI) and by the Michigan/AFRL (Air Force
Research Laboratory)/Boeing Collaborative Center in Aeronautical
Sciences.
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