Wind Power Generation: Key Concepts and Calculations

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Prof. Tom Overbye
Dept. of Electrical and Computer Engineering
University of Illinois at Urbana-Champaign
overbye@illinois.edu
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Read Chapter 7
Quiz on HW 3 Today
HW 4 is 7.1, 7.2, 7.4, 7.5; it will be covered by an in-
class quiz on Thursday Feb 20
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http://www.bpwtag.ca/Bruce%20Peninsula%20Wind%20Turbine%20Sizes%202013.jpg
A 747
wing
span is
about
60m;
The
Washing-
ton mon-
ument is
169m
high
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Consider the kinetic energy of a “packet” of air with
mass 
m
 moving at velocity 
v
Divide by time and get power
The mass flow rate is (

is air density)
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Combining previous equations,
Power in the wind
P
W
 (Watts) = power in the wind
ρ
 (kg/m
3
)= air density (1.225kg/m
3
 at 15˚C and 1 atm)
A (m
2
)= the cross-sectional area that wind passes through
v
 (m/s)= windspeed normal to A (1 m/s = 2.237 mph)
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w
/
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)
Power increases with
the cube of wind speed
Doubling the wind
speed increases the
power by eight
Energy in 1 hour of 20
mph winds is the same
as energy in 8 hours of
10 mph winds
Nonlinear, so we cannot
use average wind speed
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Power in the wind is also proportional to A
For a conventional HAWT, A = (
π
/4)D
2
, so wind
power is proportional to the blade diameter squared
Cost is somewhat proportional to blade diameter
This explains why larger wind turbines are more
cost effective (plus, as we shall see, because they
are higher, the winds are stronger)
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100 hours of 6 m/s winds
50 hours of 3 m/s winds and 50 hours of 9 m/s winds  -
*the average wind speed is 6 m/s
Don’t use average wind
speed!
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P
 = absolute pressure (atm)
M.W. = molecular weight of air (g/mol) = 28.97 g/mol
T
 = absolute temperature (K)
R = ideal gas constant = 8.2056·10
-5
·m
3
·atm·K
-1
·mol
-1
Air density is greater at lower temperatures
For example, in comparing 90º F (305 K) to 10º F 265.3 K),
ratio is about 1.15
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where
 H
 is in meters
We get a differential equation in terms of pressure:
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Variation in density with respect to temperature and
altitude is given by
With z=0, T=273.16+15 then 
ρ
 = 1.225kg/m
3
With z=200, T= 273.16+35, then
 ρ
 = 1.225kg/m
3
 1.120
(about 91% of sea level, 15 degree C value)
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Since power increases with the cube of wind speed,
we can expect a significant economic impact from
even a moderate increase in wind speed
There is a lot of friction in the first few hundred
meters above ground – smooth surfaces (like water)
are better
Wind speeds are greater at higher elevations – tall
towers are better
Forests and buildings slow the wind down a lot
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α
 = friction coefficient – given in Table 6.3
v
 = wind speed at height 
H
v
0
 = wind speed at height 
H
0 
 (
H
0 
is usually 10 m)
Typical value of 
α
 in open terrain is 1/7
For a large city, 
α
 
= 0.4; for small town, 
α
 
= 0.3, for
high crops, , 
α
 
= 0.2,  for calm water or hard
ground, 
α
 
= 0.1
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Alternative formulation (used in Europe)
l
 is the “roughness length” – given in Table 7.2
Note that both equations are just approximations of
the variation in wind speed due to elevation and
roughness– the best thing is to have actual
measurements
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Combining earlier equations we get
The other constants in the power in the wind
equation are the same, so they just cancel:
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Figure 7.16
For a small town, windspeed at 100 m is twice that at 10 m
Areas with smoother surfaces have less variation with height
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Find the ratio of power in
the wind at highest point to
lowest point
Power in the wind at the top
of the blades is 45% higher!
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Wind turbine with hub at 50-m and a 30-m diameter
rotor, 
α
 = 0.2
50 m
35 m
65 m
Picture may not be to scale
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Two extreme cases, and neither makes sense-
Downwind velocity is zero – turbine extracted all of the
power
Downwind velocity is the same as the upwind velocity –
turbine extracted no power
Albert Betz 1919 - There must be some ideal
slowing of the wind so that the turbine extracts the
maximum power
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Constraint on the ability of a wind turbine to
convert kinetic energy in the wind into mechanical
power
Think about wind passing though a turbine- it slows
down and the pressure is reduced so it expands
Figure 7.17
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= mass flow rate of air within stream tube
v
 = upwind undisturbed wind speed 
v
d
 = downwind wind speed
From the difference in kinetic energy between
upwind and downwind air flows
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Easiest to determine at the plane of the rotor
because we know the cross sectional area A
Then, the mass flow rate is
Assume the velocity through the rotor 
v
b
 is the
average of upwind velocity 
v
 and downwind
velocity 
v
d
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Then
Define
Then substituting for 
v
d
 to get the power extracted
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P
W
 = Power in the wind
C
P
 = Rotor efficiency
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Find the wind speed ratio 
λ
 that maximizes the rotor
efficiency, C
P
From the previous slide
maximizes rotor efficiency
Set the derivative of rotor efficiency to zero and solve for 
λ
:
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Plug the optimal value for 
λ
 back into 
C
P
 to find the
maximum rotor efficiency:
The maximum efficiency of 59.3% occurs when
air is slowed to 1/3 of its upstream rate
Called the “Betz efficiency” or “Betz’ law”
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    Rotor efficiency
C
P
 
vs. wind
speed ratio 
λ
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(
T
S
R
)
Efficiency is a function of how fast the rotor turns
Tip-Speed Ratio (TSR) is the speed of the outer tip
of the blade divided by wind speed
D 
= rotor diameter (m)
v
 = upwind undisturbed wind speed (m/s) 
rpm = rotor speed, (revolutions/min)
One meter per second = 2.24 miles per hour
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(
T
S
R
)
TSR for various rotor
types
If blade turns too slow
then wind passes
through without hitting
blade; too fast
results in turbulence
Rotors with fewer
blades reach their
maximum efficiency at
higher tip-speed ratios
Figure 6.11
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Exploring wind power generation concepts, this content delves into the physics behind harnessing wind energy, calculating power in the wind, understanding the impact of wind speed on power generation, and correlating wind turbine size with efficiency and cost-effectiveness. Key equations and examples are provided to illustrate the principles of wind power utilization and the relationship between wind speed, turbine size, and energy output.

  • Wind Power
  • Renewable Energy
  • Wind Turbines
  • Power Calculation
  • Energy Efficiency

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  1. ECE 333 Renewable Energy Systems Lecture 8: Wind as a Resource Prof. Tom Overbye Dept. of Electrical and Computer Engineering University of Illinois at Urbana-Champaign overbye@illinois.edu

  2. Announcements Read Chapter 7 Quiz on HW 3 Today HW 4 is 7.1, 7.2, 7.4, 7.5; it will be covered by an in- class quiz on Thursday Feb 20 1

  3. Wind Turbine Sizes A 747 wing span is about 60m; The Washing- ton mon- ument is 169m high 2 http://www.bpwtag.ca/Bruce%20Peninsula%20Wind%20Turbine%20Sizes%202013.jpg

  4. Power in the Wind Consider the kinetic energy of a packet of air with mass m moving at velocity v 1 KE 2mv = 2 Divide by time and get power 1 2 passing though A t m = 2 Power through area A v The mass flow rate is ( is air density) passing though A = m m = A v t 3

  5. Power in the Wind Combining previous equations, 1 2 ( ) = 2 Power through area A A v v 1 2 = A (6.4) v 3 Power in the wind P W PW (Watts) = power in the wind (kg/m3)= air density (1.225kg/m3at 15 C and 1 atm) A (m2)= the cross-sectional area that wind passes through v (m/s)= windspeed normal to A (1 m/s = 2.237 mph) 4

  6. Power in the Wind (for reference solar is about 600 w/m^2 in summer) Power increases with the cube of wind speed Doubling the wind speed increases the power by eight Energy in 1 hour of 20 mph winds is the same as energy in 8 hours of 10 mph winds Nonlinear, so we cannot use average wind speed 5

  7. Power in the Wind 1 2 = A v 3 P W Power in the wind is also proportional to A For a conventional HAWT, A = ( /4)D2, so wind power is proportional to the blade diameter squared Cost is somewhat proportional to blade diameter This explains why larger wind turbines are more cost effective (plus, as we shall see, because they are higher, the winds are stronger) 6

  8. Example: Energy in 1 m2 of Wind 1 2 = 3 Energy A v t 100 hours of 6 m/s winds ( Energy 1.225 kg/m (1m ) 6 m/s 100 h=13,230 Wh 2 1 ) ( ) 3 = 3 2 50 hours of 3 m/s winds and 50 hours of 9 m/s winds - *the average wind speed is 6 m/s ( Energy (3 m/s) 1.225 kg/m (1m ) 3 m/s 50 h=827 Wh 2 ( Energy (9 m/s) 1.225 kg/m (1m ) 9 m/s 50 h=22,326 Wh 2 Don t use average wind speed! 1 ) ) ( ) 3 = 3 2 1 ( ) 3 = 3 2 total = 23,152 Wh 7

  9. Air Density for Different Temperatures and Pressures 3 M.W. 10 RT P = P = absolute pressure (atm) M.W. = molecular weight of air (g/mol) = 28.97 g/mol T = absolute temperature (K) R = ideal gas constant = 8.2056 10-5 m3 atm K-1 mol-1 Air density is greater at lower temperatures For example, in comparing 90 F (305 K) to 10 F 265.3 K), ratio is about 1.15 8

  10. Air Density Altitude Correction dP dz = g = + = g dz ( ) ( ) dP P z dz P z We get a differential equation in terms of pressure: dP dz= 4 4 1.18510 e = 1.185 10 P H 1 atm P where H is in meters 9

  11. Air Density Temperature and Altitude Impacts Variation in density with respect to temperature and altitude is given by 353.1exp( 0.0342 / ) kg/m T z T = 3 where T is in kelvins (K) and z is in meters above sea level With z=0, T=273.16+15 then = 1.225kg/m3 With z=200, T= 273.16+35, then = 1.225kg/m3 1.120 (about 91% of sea level, 15 degree C value) 10

  12. Impact of Elevation and Earths Roughness on Windspeed Since power increases with the cube of wind speed, we can expect a significant economic impact from even a moderate increase in wind speed There is a lot of friction in the first few hundred meters above ground smooth surfaces (like water) are better Wind speeds are greater at higher elevations tall towers are better Forests and buildings slow the wind down a lot 11

  13. Characterization of Elevation and Earth s Roughness on Wind Speed v v H H = 0 0 = friction coefficient given in Table 6.3 v = wind speed at height H v0 = wind speed at height H0 (H0 is usually 10 m) Typical value of in open terrain is 1/7 For a large city, = 0.4; for small town, = 0.3, for high crops, , = 0.2, for calm water or hard ground, = 0.1 12

  14. Impact of Elevation and Earths Roughness on Wind speed Alternative formulation (used in Europe) ln( ln( / ) / ) l v v H l H = 0 0 lis the roughness length given in Table 7.2 Note that both equations are just approximations of the variation in wind speed due to elevation and roughness the best thing is to have actual measurements 13

  15. Impact of Elevation and Earths Roughness on Power in the Wind Combining earlier equations we get 3 3 P P v v H H = = 0 0 0 The other constants in the power in the wind equation are the same, so they just cancel: 1 2 1 2 3 Av P P = 3 Av 0 0 14

  16. Impact of Elevation and Earths Roughness on Windspeed Figure 7.16 For a small town, windspeed at 100 m is twice that at 10 m Areas with smoother surfaces have less variation with height 15

  17. Example Rotor Stress Wind turbine with hub at 50-m and a 30-m diameter rotor, = 0.2 65 m Find the ratio of power in the wind at highest point to lowest point 50 m 3 0.2 35 m 65 35 P P = = 1.45 0 Power in the wind at the top of the blades is 45% higher! Picture may not be to scale 16

  18. Maximum Rotor Efficiency Two extreme cases, and neither makes sense- Downwind velocity is zero turbine extracted all of the power Downwind velocity is the same as the upwind velocity turbine extracted no power Albert Betz 1919 - There must be some ideal slowing of the wind so that the turbine extracts the maximum power 17

  19. Maximum Rotor Efficiency Constraint on the ability of a wind turbine to convert kinetic energy in the wind into mechanical power Think about wind passing though a turbine- it slows down and the pressure is reduced so it expands Figure 7.17 18

  20. Power Extracted by The Blades 1 2 ( ) = 2 2 (7.21) P m v v b d = mass flow rate of air within stream tube v = upwind undisturbed wind speed vd = downwind wind speed From the difference in kinetic energy between upwind and downwind air flows 19

  21. Determining Mass Flow Rate Easiest to determine at the plane of the rotor because we know the cross sectional area A Then, the mass flow rate is = (7.22) m Av b Assume the velocity through the rotor vb is the average of upwind velocity v and downwind velocity vd + v v + v v = = d v d m A b 2 2 20

  22. Power Extracted by the Blades Then v v + 1 2 ( ) = 2 2 (7.23) d P A v v b d 2 Define dv v = , will be less than 1.0 (7.24) Then substituting for vd to get the power extracted + 1 2 v v ( ) = 2 2 2 (7.25) P A v v b 2 21

  23. Power Extracted by the Blades + 1 2 v v ( ) = 2 2 2 P A v v b 2 + 3 2 3 v 3 3 3 v v v v v ( ) 2 2 2 v = - + - v 2 2 v 2 2 2 3 ( ) ( ) + + 2 = 1 - 1 2 3 v )( ) ( + 2 = 1 1 2 1 2 1 2 )( ) ( = + 3 2 1 1 bP Av PW = Power in the wind CP = Rotor efficiency 22

  24. Maximum Rotor Efficiency Find the wind speed ratio that maximizes the rotor efficiency, CP From the previous slide ( ) 1 1 = 2 Set the derivative of rotor efficiency to zero and solve for : 2 3 1 1 2 )( = + 2 - + - C P 2 2 2 C C C 1 3 + = 2 =-2 0 P + 1 0 = 2 =3 2 P 1 3 = ( )( ) + = = 3 1 1 0 P maximizes rotor efficiency 23

  25. Maximum Rotor Efficiency Plug the optimal value for back into CP to find the maximum rotor efficiency: 1 2 1 3 1 3 16 27 = + = 1 1 = 59.3% (7.29) C P 2 The maximum efficiency of 59.3% occurs when air is slowed to 1/3 of its upstream rate Called the Betz efficiency or Betz law 24

  26. Maximum Rotor Efficiency Rotor efficiency CPvs. wind speed ratio 25

  27. Tip-Speed Ratio (TSR) Efficiency is a function of how fast the rotor turns Tip-Speed Ratio (TSR) is the speed of the outer tip of the blade divided by wind speed Rotor tip speed Wind speed rpm D = Tip-Speed-Ratio (TSR) = (7.30) 60v D = rotor diameter (m) v = upwind undisturbed wind speed (m/s) rpm = rotor speed, (revolutions/min) One meter per second = 2.24 miles per hour 26

  28. Tip-Speed Ratio (TSR) TSR for various rotor types If blade turns too slow then wind passes through without hitting blade; too fast results in turbulence Rotors with fewer blades reach their maximum efficiency at higher tip-speed ratios Figure 6.11 27

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