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Introduction to Laser Doppler Velocimetry
Ken Kiger
Burgers Program For Fluid Dynamics
Turbulence School
College Park, Maryland, May 24-27
Laser Doppler Anemometry (LDA)
• Single-point optical velocimetry method
Study of the flow between rotating
impeller blades of a pump
3-D LDA Measurements on
a 1:5 Mercedes-Benz
E-class model car in wind tunnel
Phase Doppler Anemometry (PDA)
• Single point particle sizing/velocimetry method
Drop Size and Velocity
measurements in an atomized
Stream of Moleten Metal
Droplet Size Distributions
Measured in a Kerosene
Spray Produced by a Fuel Injector
Laser Doppler Anemometry
• LDA
– A high resolution - single point technique for velocity measurements in turbulent flows
– Basics
• Seed flow with small tracer particles
• Illuminate flow with one or more coherent, polarized laser beams to form a MV
• Receive scattered light from particles passing through MV and interfere with additional light sources
• Measurement of the resultant light intensity frequency is related to particle velocity
A Back Scatter LDA System for One Velocity Component Measurement (Dantec Dynamics)
LDA in a nutshell
• Benefits
– Essentially non-intrusive
– Hostile environments
– Very accurate
– No calibration
– High data rates
– Good spatial & temporal resolution
• Limitations
– Expensive equipment
– Flow must be seeded with particles if none naturally exist
– Single point measurement technique
– Can be difficult to collect data very near walls
• General wave propagation
Review of Wave Characteristics
tx
Atx 2cos,
x
A
x,t Re Aei kx t
A = Amplitude
k = wavenumber
x = spatial coordinate
t = time
= angular frequency
= phase
2
k
c
c
22
Electromagnetic waves: coherence
• Light is emitted in “wavetrains”
– Short duration, t
– Corresponding phase shift, (t); where may vary on scale t> t
• Light is coherent when the phase remains constant for
a sufficiently long time
– Typical duration ( tc) and equivalent propagation length ( lc) over
which some sources remain coherent are:
– Interferometry is only practical with coherent light sources
E Eo exp i kx t t
Source nom (nm) lc
White light 550 8 m
Mercury Arc 546 0.3 mm
Kr86 discharge lamp 606 0.3 m
Stabilized He-Ne laser 633 ≤ 400 m
Electromagnetic waves: irradiance
• Instantaneous power density given by Poynting vector
– Units of Energy/(Area-Time)
• More useful: average over times longer than light freq.
S c2
oE B S c oE2
I S T
c o E2
T
c o
2
E E
c o
2
E0
2
tdtf
T
f
T
T
t
t
T
2
2
1
Frequency Range
6.10 x 1014
5.20 x 1014
3.80 x 1014
LDA: Doppler effect frequency shift
• Overall Doppler shift due two separate changes
– The particle ‘sees’ a shift in incident light frequency due to particle motion
– Scattered light from particle to stationary detector is shifted due to particle
motion
ˆb
k
e
k
u
ˆse
LDA: Doppler shift, effect I
• Frequency Observed by Particle
– The first shift can itself be split into two effects
• (a) the number of wavefronts the particle passes in a time t, as though the
waves were stationary…
ˆb
k
e
k
Δtbeu
Δtbeu ˆ
u
Number of wavefronts particle passes
during t due to particle velocity:
LDA: Doppler shift, effect I
• Frequency Observed by Particle
– The first shift can itself be split into two effects
• (b) the number of wavefronts passing a stationary particle position over the
same duration, t…
k
k
eb
ˆ
tc
tc
Number of wavefronts that pass a
stationary particle during t due to the
wavefront velocity:
LDA: Doppler shift, effect I
• The net effect due to a moving observer w/ a
stationary source is then the difference:
Δttc beu ˆ
Number of wavefronts that pass a
moving particle during t due to
combined velocity (same as using
relative velocity in particle frame):
Net frequency observed by
moving particle
c
f
c
c
t
f
b
b
p
eu
eu
ˆ
1
ˆ
1
swavefrontof#
0
LDA: Doppler shift, effect II
• An additional shift happens when the light gets scattered by the particle
and is observed by the detector
– This is the case of a moving source and stationary detector (classic train whistle
problem)
u
tseu
se
tc
receiver
lens
u
Distance a scattered wave front would travel
during t in the direction of detector, if u
were 0:
tc
p
s
p
s
s
f
c
Δtf
Δttc eueu ˆˆ
emittedwavesofnumber
by wavetraveleddistancenet
Due to source motion, the distance is
changed by an amount:
Therefore, the effective scattered
wavelength is:
Δtseu ˆ
LDA: Doppler shift, I & II combined
• Combining the two effects gives:
• For u << c, we can approximate
c
c
f
c
f
c
cfc
f
s
b
s
p
s
p
s
obs
eu
eu
eueu ˆ
1
ˆ
1
ˆ
1
ˆ 0
bs
bs
ssb
sb
obs
c
f
f
c
f
ccc
f
cc
ff
eeu
eeu
eueueu
eueu
ˆˆ
ˆˆ
1
1
ˆˆ
1
ˆ
1
ˆ
1
ˆ
1
0
0
0
2
0
1
0


LDA: problem with single source/detector
• Single beam frequency shift depends on:
– velocity magnitude
– Velocity direction
– observation angle
• Additionally, base frequency is quite high…
– O[1014] Hz, making direct detection quite difficult
• Solution?
– Optical heterodyne
• Use interference of two beams or two detectors to create a “beating” effect, like two
slightly out of tune guitar strings, e.g.
– Need to repeat for optical waves
bsobs
c
f
ff eeu ˆˆ0
0
to 1111 cos rkEE
to 2222 cos rkEE
P
cos 1t cos 2t
1
2
cos 1 2 t cos 1 2 t
• Repeat, but allow for different frequencies…
Optical Heterodyne
I
c o
2
E1 E2 E1 E2
I
c o
2
Eo1
2
Eo2
2
2Eo1Eo2 cos k1 k2 r 1 2 t 1 2
1
2
Io1 Io2 2 Io1Io2 cos k1 k2 r 1 2 t 1 2
ACIPEDI
E1 E01 exp i k1x 1t 1 E01 exp i 1
E2 E02 exp i k2x 2t 2 E02 exp i 2
I
c o
2
Eo1
2
Eo2
2
2E01E02
exp i 1 2 exp i 1 2
2
I
c o
2
Eo1
2
Eo2
2
E01 exp i 1 E02 exp i 2 E01 exp i 1 E02 exp i 2
I
c o
2
Eo1
2
Eo2
2
2E01E02 cos 1 2
How do you get different scatter
frequencies?
• For a single beam
– Frequency depends on directions of es and eb
• Three common methods have been used
– Reference beam mode (single scatter and single beam)
– Single-beam, dual scatter (two observation angles)
– Dual beam (two incident beams, single observation location)
bss
c
f
ff eeu ˆˆ0
0
Dual beam method
Real MV formed by two beams
Beam crossing angle
Scattering angle
„Forward‟ Scatter
Configuration
Dual beam method (cont)
Note that ,1 ,2
ˆ ˆ ˆ( ) 2sin( / 2)b b ge e x
so:
ˆgMeasure the component of in the directionu x1,2,
0
2,2,
0
02,
1,1,
0
01,
ˆˆ
ˆˆ
ˆˆ
bb
bss
bss
c
f
f
c
f
ff
c
f
ff
eeu
eeu
eeu
Dg f
2sin2
xu
21212121
2sin4
cos2
2
1
tIIIItI oooo gxurkk
Fringe Interference description
• Interference “fringes” seen as standing waves
– Particles passing through fringes scatter light in regions of
constructive interference
– Adequate explanation for particles smaller than individual fringes
f
sxu
2
sin2
Gaussian beam effects
-Power distribution in MV will be Gaussian shaped
-In the MV, true plane waves occur only at the focal point
-Even for a perfect particle trajectory the strength of the
Doppler ‘burst’ will vary with position
A single laser beam profile
Figures from Albrecht et. al., 2003
Non-uniform beam effects
Centered Off Center
Particle Trajectory
DC
AC
DC+AC
- Off-center trajectory results in weakened signal visibility
-Pedestal (DC part of signal) is removed by a high pass filter after
photomultiplier Figures from Albrecht et. al., 2003
Multi-component dual beam
Three independent directions
xg
^
xb
^
Two – Component Probe Looking
Toward the Transmitter
Sign ambiguity…
• Change in sign of velocity has no effect on frequency
Ds f
2sin2
xu
uxg> 0
uxg< 0
beam 2
beam 1
Xg
2121 2cos22 tfIII Doo rkk
Velocity Ambiguity
• Equal frequency beams
– No difference with velocity direction… cannot detect reversed flow
• Solution: Introduce a frequency shift into 1 of the two
beams
XgBragg Cell
fb = 5.8 e14
fb2 = fbragg + fb
fb1 = fb
,1 ,1 ,1
,2 ,2 ,2
,1 ,2 0
ˆ ˆ( )
ˆ ˆ( ) ( )
ˆ ˆ( )
b
s b s b
b
s b bragg s b
b
D bragg b b bragg D
f
f f
c
f
f f f
c
f
f f f f
c
u e e
u e e
u e e
Hypothetical shift
Without Bragg Cell
2
01 02 cos( 2 { } )D braggI E f f t
If fD < fbragg then u < 0
New Signal
Frequency shift: Fringe description
• Different frequency causes an apparent velocity in
fringes
– Effect result of interference of two traveling waves as slightly
different frequency
Directional ambiguity (cont)
nm, fbragg = 40 MHz and = 20°
Upper limit on positive velocity limited only by
time response of detector
0( )
2sin( / 2)
D bragg
xg
f f
u
fbragg
uxg (m/s)
fDs-1
Velocity bias sampling effects
• LDA samples the flow based on
– Rate at which particles pass through the detection volume
– Inherently a flux-weighted measurement
– Simple number weighted means are biased for unsteady flows and need
to be corrected
• Consider:
– Uniform seeding density (# particles/volume)
– Flow moves at steady speed of 5 units/sec for 4 seconds (giving 20
samples) would measure:
– Flow that moves at 8 units/sec for 2 sec (giving 16 samples), then 2
units/sec for 2 second (giving 4 samples) would give
8.6
20
2*48*16
5
20
20*5
Laser Doppler Anemometry
Velocity Measurement Bias
, ,
n1 1
x
1 1
U
N N n
xx i i x i i
i i
x N N
i i
i i
U U U
U
Mean Velocity nth moment
- The sampling rate of a volume of fluid containing particles increases
with the velocity of that volume
- Introduces a bias towards sampling higher velocity particles
Bias Compensation Formulas
Phase Doppler Anemometry
The overall phase difference
is proportional to particle diameter
The geometric factor,
- Has closed form solution for p = 0 and 1 only
- Absolute value increases with elevation angle
relative to 0°)
- Is independent of np for reflection
Multiple Detector
Implementation
Figures from Dantec
2 niD
, , ,np,ni

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LDV

  • 1. Introduction to Laser Doppler Velocimetry Ken Kiger Burgers Program For Fluid Dynamics Turbulence School College Park, Maryland, May 24-27
  • 2. Laser Doppler Anemometry (LDA) • Single-point optical velocimetry method Study of the flow between rotating impeller blades of a pump 3-D LDA Measurements on a 1:5 Mercedes-Benz E-class model car in wind tunnel
  • 3. Phase Doppler Anemometry (PDA) • Single point particle sizing/velocimetry method Drop Size and Velocity measurements in an atomized Stream of Moleten Metal Droplet Size Distributions Measured in a Kerosene Spray Produced by a Fuel Injector
  • 4. Laser Doppler Anemometry • LDA – A high resolution - single point technique for velocity measurements in turbulent flows – Basics • Seed flow with small tracer particles • Illuminate flow with one or more coherent, polarized laser beams to form a MV • Receive scattered light from particles passing through MV and interfere with additional light sources • Measurement of the resultant light intensity frequency is related to particle velocity A Back Scatter LDA System for One Velocity Component Measurement (Dantec Dynamics)
  • 5. LDA in a nutshell • Benefits – Essentially non-intrusive – Hostile environments – Very accurate – No calibration – High data rates – Good spatial & temporal resolution • Limitations – Expensive equipment – Flow must be seeded with particles if none naturally exist – Single point measurement technique – Can be difficult to collect data very near walls
  • 6. • General wave propagation Review of Wave Characteristics tx Atx 2cos, x A x,t Re Aei kx t A = Amplitude k = wavenumber x = spatial coordinate t = time = angular frequency = phase 2 k c c 22
  • 7. Electromagnetic waves: coherence • Light is emitted in “wavetrains” – Short duration, t – Corresponding phase shift, (t); where may vary on scale t> t • Light is coherent when the phase remains constant for a sufficiently long time – Typical duration ( tc) and equivalent propagation length ( lc) over which some sources remain coherent are: – Interferometry is only practical with coherent light sources E Eo exp i kx t t Source nom (nm) lc White light 550 8 m Mercury Arc 546 0.3 mm Kr86 discharge lamp 606 0.3 m Stabilized He-Ne laser 633 ≤ 400 m
  • 8. Electromagnetic waves: irradiance • Instantaneous power density given by Poynting vector – Units of Energy/(Area-Time) • More useful: average over times longer than light freq. S c2 oE B S c oE2 I S T c o E2 T c o 2 E E c o 2 E0 2 tdtf T f T T t t T 2 2 1 Frequency Range 6.10 x 1014 5.20 x 1014 3.80 x 1014
  • 9. LDA: Doppler effect frequency shift • Overall Doppler shift due two separate changes – The particle ‘sees’ a shift in incident light frequency due to particle motion – Scattered light from particle to stationary detector is shifted due to particle motion ˆb k e k u ˆse
  • 10. LDA: Doppler shift, effect I • Frequency Observed by Particle – The first shift can itself be split into two effects • (a) the number of wavefronts the particle passes in a time t, as though the waves were stationary… ˆb k e k Δtbeu Δtbeu ˆ u Number of wavefronts particle passes during t due to particle velocity:
  • 11. LDA: Doppler shift, effect I • Frequency Observed by Particle – The first shift can itself be split into two effects • (b) the number of wavefronts passing a stationary particle position over the same duration, t… k k eb ˆ tc tc Number of wavefronts that pass a stationary particle during t due to the wavefront velocity:
  • 12. LDA: Doppler shift, effect I • The net effect due to a moving observer w/ a stationary source is then the difference: Δttc beu ˆ Number of wavefronts that pass a moving particle during t due to combined velocity (same as using relative velocity in particle frame): Net frequency observed by moving particle c f c c t f b b p eu eu ˆ 1 ˆ 1 swavefrontof# 0
  • 13. LDA: Doppler shift, effect II • An additional shift happens when the light gets scattered by the particle and is observed by the detector – This is the case of a moving source and stationary detector (classic train whistle problem) u tseu se tc receiver lens u Distance a scattered wave front would travel during t in the direction of detector, if u were 0: tc p s p s s f c Δtf Δttc eueu ˆˆ emittedwavesofnumber by wavetraveleddistancenet Due to source motion, the distance is changed by an amount: Therefore, the effective scattered wavelength is: Δtseu ˆ
  • 14. LDA: Doppler shift, I & II combined • Combining the two effects gives: • For u << c, we can approximate c c f c f c cfc f s b s p s p s obs eu eu eueu ˆ 1 ˆ 1 ˆ 1 ˆ 0 bs bs ssb sb obs c f f c f ccc f cc ff eeu eeu eueueu eueu ˆˆ ˆˆ 1 1 ˆˆ 1 ˆ 1 ˆ 1 ˆ 1 0 0 0 2 0 1 0  
  • 15. LDA: problem with single source/detector • Single beam frequency shift depends on: – velocity magnitude – Velocity direction – observation angle • Additionally, base frequency is quite high… – O[1014] Hz, making direct detection quite difficult • Solution? – Optical heterodyne • Use interference of two beams or two detectors to create a “beating” effect, like two slightly out of tune guitar strings, e.g. – Need to repeat for optical waves bsobs c f ff eeu ˆˆ0 0 to 1111 cos rkEE to 2222 cos rkEE P cos 1t cos 2t 1 2 cos 1 2 t cos 1 2 t
  • 16. • Repeat, but allow for different frequencies… Optical Heterodyne I c o 2 E1 E2 E1 E2 I c o 2 Eo1 2 Eo2 2 2Eo1Eo2 cos k1 k2 r 1 2 t 1 2 1 2 Io1 Io2 2 Io1Io2 cos k1 k2 r 1 2 t 1 2 ACIPEDI E1 E01 exp i k1x 1t 1 E01 exp i 1 E2 E02 exp i k2x 2t 2 E02 exp i 2 I c o 2 Eo1 2 Eo2 2 2E01E02 exp i 1 2 exp i 1 2 2 I c o 2 Eo1 2 Eo2 2 E01 exp i 1 E02 exp i 2 E01 exp i 1 E02 exp i 2 I c o 2 Eo1 2 Eo2 2 2E01E02 cos 1 2
  • 17. How do you get different scatter frequencies? • For a single beam – Frequency depends on directions of es and eb • Three common methods have been used – Reference beam mode (single scatter and single beam) – Single-beam, dual scatter (two observation angles) – Dual beam (two incident beams, single observation location) bss c f ff eeu ˆˆ0 0
  • 18. Dual beam method Real MV formed by two beams Beam crossing angle Scattering angle „Forward‟ Scatter Configuration
  • 19. Dual beam method (cont) Note that ,1 ,2 ˆ ˆ ˆ( ) 2sin( / 2)b b ge e x so: ˆgMeasure the component of in the directionu x1,2, 0 2,2, 0 02, 1,1, 0 01, ˆˆ ˆˆ ˆˆ bb bss bss c f f c f ff c f ff eeu eeu eeu Dg f 2sin2 xu 21212121 2sin4 cos2 2 1 tIIIItI oooo gxurkk
  • 20. Fringe Interference description • Interference “fringes” seen as standing waves – Particles passing through fringes scatter light in regions of constructive interference – Adequate explanation for particles smaller than individual fringes f sxu 2 sin2
  • 21. Gaussian beam effects -Power distribution in MV will be Gaussian shaped -In the MV, true plane waves occur only at the focal point -Even for a perfect particle trajectory the strength of the Doppler ‘burst’ will vary with position A single laser beam profile Figures from Albrecht et. al., 2003
  • 22. Non-uniform beam effects Centered Off Center Particle Trajectory DC AC DC+AC - Off-center trajectory results in weakened signal visibility -Pedestal (DC part of signal) is removed by a high pass filter after photomultiplier Figures from Albrecht et. al., 2003
  • 23. Multi-component dual beam Three independent directions xg ^ xb ^ Two – Component Probe Looking Toward the Transmitter
  • 24. Sign ambiguity… • Change in sign of velocity has no effect on frequency Ds f 2sin2 xu uxg> 0 uxg< 0 beam 2 beam 1 Xg 2121 2cos22 tfIII Doo rkk
  • 25. Velocity Ambiguity • Equal frequency beams – No difference with velocity direction… cannot detect reversed flow • Solution: Introduce a frequency shift into 1 of the two beams XgBragg Cell fb = 5.8 e14 fb2 = fbragg + fb fb1 = fb ,1 ,1 ,1 ,2 ,2 ,2 ,1 ,2 0 ˆ ˆ( ) ˆ ˆ( ) ( ) ˆ ˆ( ) b s b s b b s b bragg s b b D bragg b b bragg D f f f c f f f f c f f f f f c u e e u e e u e e Hypothetical shift Without Bragg Cell 2 01 02 cos( 2 { } )D braggI E f f t If fD < fbragg then u < 0 New Signal
  • 26. Frequency shift: Fringe description • Different frequency causes an apparent velocity in fringes – Effect result of interference of two traveling waves as slightly different frequency
  • 27. Directional ambiguity (cont) nm, fbragg = 40 MHz and = 20° Upper limit on positive velocity limited only by time response of detector 0( ) 2sin( / 2) D bragg xg f f u fbragg uxg (m/s) fDs-1
  • 28. Velocity bias sampling effects • LDA samples the flow based on – Rate at which particles pass through the detection volume – Inherently a flux-weighted measurement – Simple number weighted means are biased for unsteady flows and need to be corrected • Consider: – Uniform seeding density (# particles/volume) – Flow moves at steady speed of 5 units/sec for 4 seconds (giving 20 samples) would measure: – Flow that moves at 8 units/sec for 2 sec (giving 16 samples), then 2 units/sec for 2 second (giving 4 samples) would give 8.6 20 2*48*16 5 20 20*5
  • 29. Laser Doppler Anemometry Velocity Measurement Bias , , n1 1 x 1 1 U N N n xx i i x i i i i x N N i i i i U U U U Mean Velocity nth moment - The sampling rate of a volume of fluid containing particles increases with the velocity of that volume - Introduces a bias towards sampling higher velocity particles Bias Compensation Formulas
  • 30. Phase Doppler Anemometry The overall phase difference is proportional to particle diameter The geometric factor, - Has closed form solution for p = 0 and 1 only - Absolute value increases with elevation angle relative to 0°) - Is independent of np for reflection Multiple Detector Implementation Figures from Dantec 2 niD , , ,np,ni