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Wind Turbines:
Will they ever become Economically
Feasible?
9th Session of MT5009
A/Prof Jeffrey Funk
Srikanth Narasimalu
Division of Engineering and Technology Management
National University of Singapore
For information on other technologies, see http://www.slideshare.net/Funk98/presentations
This is part of the Ninth Session of MT5009
Session Technology
1

Objectives and overview of course

2
3

Two types of improvements: 1) Creating materials that
better exploit physical phenomena; 2) Geometrical scaling
Semiconductors, ICs, electronic systems

4
5
6
7

MEMS and Bio-electronic ICs
Lighting and Displays (also roll-to roll printing)
Nanotechnology, 3D printing and DNA sequencing
Human-computer interfaces

8

Superconductivity, fusion, energy storage

9
10

Solar cells, wind turbines (also background on energy)
Telecommunications and Internet

2 | Presentation to PE forum, 18th Feb2011

N. Srikanth
Horizontal Axis Wind Turbines on Land and at Sea
Figure 1. Horizontal Axis Wind Turbine
Large Wind Farms in the
Ocean and on Land
Scale of Individual Wind Turbines are Being Increased
Wind Speed

meters per second
0.0

1.3

2.7

3.5

4.5

5.0

5.5

6.0

6.5

7.0

7.5

8.0

8.5

9.0

>12.0

0.0

2.9

6.0

7.8

10.0

11.2

12.3

13.4

14.5

15.7

16.8

17.9

19.0

20.1

>26.8

miles per hour
Wind Speed for U.S.
Wind Speed is not Constant!
Frequency of Wind Speed in a Ranch in Texas
Installed Global Capacity of Wind Power (MW)
Wind Capacity by Country
Nation
China

2006

2007

2008

2009

2010

2011

2012

2,599

5,912

12,210

25,104

44,733

62,733

75,564

11,603

16,819

25,170

35,159

40,200

46,919

60,007

Germany 20,622

22,247

23,903

25,777

27,214

29,060

31,332

Spain

11,630

15,145

16,740

19,149

20,676

21,674

22,796

India

6,270

7,850

9,587

10,925

13,064

16,084

18,421

UK

1,963

2,389

3,288

4,070

5,203

6,540

8,445

Italy

2,123

2,726

3,537

4,850

5,797

6,747

8,144

France

1,589

2,477

3,426

4,410

5,660

6,800

7,196

Canada

1,460

1,846

2,369

3,319

4,008

5,265

6,200

Portugal

1,716

2,130

2,862

3,535

3,702

4,083

4,525

Denmark

3,140

3,129

3,164

3,465

3,752

3,871

4,162

U.S.
But Wind Contributes Small % of Electricity Generation (1)

TWh: Tera Watt Hours
The Future of Wind Power
• Will wind power continue to diffuse?
• Advantages
• It has lower carbon and other environmental emissions

• Disadvantages
•
•
•
•
•

Wind doesn’t blow all the time (actual output about 1/4 of rated output)
Wind is far from large population centers, so high transmission costs
Wind turbines are considered ugly by many people
Sound of wind turbines causes health problems for some people
Wind power is still more expensive than fossil fuels

• But will wind power become cheaper than fossil fuels
• Will countries continue to subsidize wind power?
• Are wind turbines becoming cheaper on an cost per Watt basis?
Investment costs
per kWatt were falling
But now they are rising
in both Denmark (upper)
and U.S. (lower)

Source: http://srren.ipcc-wg3.de/report/srren-drafts-and-review/srren-sod-drafts/sod-chapter-07

14 | Presentation to PE forum, 18th Feb2011

N. Srikanth
Outline
• Overview of Wind Turbine Costs
• Theoretical Output from Wind Turbines (function of
diameter squared, wind speed cubed)
• Empirical Data
• Power output vs. rotor diameter
• Impact of rotor diameter and other factors on rated wind
speed
• Cost of wind turbines

• Implications of Analysis
• New materials are needed
• Are new designs needed?
Wind Farm Investment Costs

Data source: EWEA for a 2MW Turbine.
Main Components in Terms of Costs
Outline
• Overview of Wind Turbine Costs
• Theoretical Output from Wind Turbines (function of
diameter squared, wind speed cubed)
• Empirical Data
• Power output vs. rotor diameter
• Impact of rotor diameter and other factors on rated wind
speed
• Cost of wind turbines

• Implications of Analysis
• New materials are needed
• Are new designs Needed?
Three Key Dimensions in Geometric Scaling: 1) rotor diameter;
2) swept area of blades; and 3) hub or tower height
Figure 1. Horizontal Axis Wind Turbine
Theoretical Output From Wind Turbine

Turbine power output by Rotor PR

3.229 D 2V 3

(Equation 1)

P = electric power (energy per second or watts)
D = rotor diameter (meters)
V = wind speed (meters/second)
• Output from rotor depends on square of rotor diameter; thus cost of electricity
from wind turbine might fall as diameter increases, as long as cost of wind
turbine rises at a rate less than diameter squared
• Cost of electricity from wind turbine might fall as diameter increases, if larger
diameter rotors enable a wind turbine to handle higher wind speeds.
Outline
• Overview of Wind Turbine Costs
• Theoretical Output from Wind Turbines (function of
diameter squared, wind speed cubed)
• Empirical Data
• Power output vs. rotor diameter
• Impact of rotor diameter and other factors on rated wind
speed
• Cost of wind turbines

• Implications of Analysis
• New materials are needed
• Are new designs Needed?
Empirical Data Finds Stronger Relationship

Equation (2)

Data source from Henderson et al.(2003) & manufacturer catalogue.
Reason for Discrepancy
• Equation in previous slide does not contain wind
velocity:
• which as noted above has large impact on output

• It does not contain wind velocity since the
turbines used for the collection of data on power
and rotor diameter for Figure 3
• operate under different wind speeds
• these wind conditions depend on the respective region
• But larger wind turbines can handle higher speeds

• The impact of larger rotor diameter and related
factors (e.g., tower height) on wind speed can be
investigated in four ways
First, relationship between diameter and
maximum rated wind speed

Best fit curve:
Rated wind speed (m/sec) = 9.403D0.081

Data source: Hau (2008).
Second, data on efficiency of wind turbines was
also collected
• Efficiency is the ratio of annual turbine power output
compared to the energy available in the wind
• Less of wind can be harnessed at tips of blades than near
center of the rotor
Average wind
speed (m/sec)
4
5
6
7
8
9

Maximum Power
density achievable
(W/m^2)
75
146
253
401
599
853

Small turbine
(<25 meters)
efficiency
19%
20%
18%
17%
15%
14%

Large turbine (>25
meters) efficiency
35%
37%
35%
31%
26%
21%
Third, Higher Towers, Higher Speeds
• Wind velocity is often lower near ground due to uneven terrain or
buildings

V
Vref

H
H ref

Equation (4)

• The factor alpha depends on the condition of the terrain and in
particular on the impact of the terrain on wind friction and is usually
about 0.32
• Combining equations (4) and (1) leads to equation (5). Since the
exponent for the ratio of the two heights is 3α, an α of 0.32 would
cause a doubling of the tower height to result in a 94% increase in
power output.
3

P

P
ref

H
H ref

Equation (5)
Comparison of Wind resource at different
altitudes (Indiana, USA)

Data source: EWEA
Outline
• Overview of Wind Turbine Costs
• Theoretical Output from Wind Turbines (function of
diameter squared, wind speed cubed)
• Empirical Data
• Power output vs. rotor diameter
• Impact of rotor diameter and other factors on rated wind
speed
• Cost of wind turbines

• Implications of Analysis
• New materials are needed
• Are new designs Needed?
Cost of Wind Turbines
• More than 2/3 the cost of electricity from wind turbine farms
comes from capital cost of wind turbine and almost half the
capital costs are in tower and blades (Krohn et al, 2009)
• Beginning with tower, WindPACT analysis (Malcom and
Hansen, 2006) found R-squared of 0.999
Tower cost (in $) = 0.85 (cD2H) – 1414

Equation (6)

c = cost of steel ($/Kg); H = tower height; D = rotor diameter

• Comparing equations (5) and (6), output from turbine
increases faster than costs as height is increased.
• For example, if alpha is 0.32 as was shown above and assuming a
constant rotor diameter,
• increasing height from 10 meters to 20 meters would cause output to
rise by 94% and costs to rise by 9 percent
CostRotor Cost
of the Rotor

D>50 meters (Purple):
Rotor cost = 96.7D2.3257

D<50 meters (dark blue):
Rotor cost = 434.D1.9258

Data source: Hau (2008) and EWEA (2010) .
Compared with Output
Cost of the Rotor
Theoretical Output:
3.229D2V3 (Equation 1)

Empirical Output:
0.1034D2.2538 (Equation 2)

D>50 meters
(Purple):
Rotor cost =
96.7D2.3257
D<50 meters (dark blue):
Rotor cost = 434.D1.9258
Rotor Cost Per Swept Area of Turbine
Blades (1)
• Compare last two slides’ regression equations with
theoretical cost curve (equation 1)
D<50 meters: Rotor cost/output = 434.D-0.0742
D>50 meters: Rotor cost/output = 96.7D0.3257

• Compare last two slides’ regression equations with
empirical cost curve (equation 2)
D<50 meters: Rotor cost/output = 96.7D-0.2280
D>50 meters: Rotor cost/output = 434.D0.0719
Rotor Cost Per “Swept Area” of Turbine Blades (2)
• Benefits from increasing scale
• diameters < 50 meters; Some
• diameters > 50 meters; Hard to say, Maybe Not

• “Maybe” because equation (2) does not take into account
• the impact of increased tower height or rotor diameter on maximum
rated wind speeds or increased efficiencies.

• Including the increased efficiencies, maximum rated wind
speeds, and greater tower heights, which are partly
represented by equations (3) and (5)
• would provide a further improvements in our understanding of scaling
• would probably show some benefits to increases in scale
The previous slides are
consistent with other sources
(IPCC, Chapter 7)
that say investment costs per
output are now rising!!

Source: http://srren.ipcc-wg3.de/report/srren-drafts-and-review/srren-sod-drafts/sod-chapter-07
Why? Cost of Blades Rise
• The reason for the change in slopes for < and > than 50
meters is that lighter, thus higher cost materials are needed:
• for diameters > 50 meters (carbon fiber-based blades).
• than for diameters < 50 meters (aluminum, glass fiber reinforced
composites, and wood/epoxy).

• Early blades can be manufactured with methods borrowed
from pleasure boats such as “hand lay up” of fiber-glass
reinforced with polyester resin.
• Carbon-based blades require better manufacturing methods
such as vacuum bagging process and resin infusion method
that have been borrowed from the aerospace industry
(Ashwill, 2004)
Outline
• Overview of Wind Turbine Costs
• Theoretical Output from Wind Turbines (function of
diameter squared, wind speed cubed)
• Empirical Data
• Power output vs. rotor diameter
• Impact of rotor diameter and other factors on rated wind
speed
• Cost of wind turbines

• Implications of Analysis
• New materials are needed
• Are new designs needed?
New Materials are Needed
• Stronger and lighter materials are needed for
further increases in scaling
• Lighter materials are needed in order to reduce
inertia of large rotors
• Stronger materials are needed to withstand high
wind speeds

• Without new materials, there will be few (or
no) benefits from further scaling
• Perhaps too large of wind turbines have
already been installed
Source: Eric Hau
Wind turbines:
fundamentals,
technologies,
application,
economics, 2006
Note: meter
squared is for
rotor area

38 | Presentation to PE forum, 18th Feb2011

N. Srikanth
Material Technology Choice for Blades

Note: Squared meters is for swept area of rotor
Source Eric Hau (2006) and analysis by Srikanth Narasimalu)
Outline
• Overview of Wind Turbine Costs
• Theoretical Output from Wind Turbines (function of
diameter squared, wind speed cubed)
• Empirical Data
• Power output vs. rotor diameter
• Impact of rotor diameter and other factors on rated wind
speed
• Cost of wind turbines

• Implications of Analysis
• New materials are needed
• Are new designs needed
The “Aerogenerator:” Implementation of 275 meter diameter turbine by 2014?
Tethered Wind Turbine
Tethered Wind Turbine

What about increasing size of fins?
Final Words
• Costs of electricity of wind turbines were slowly
falling
• Now cost reductions have stopped and the costs
may be rising
• New materials may enable further cost reductions
• But will these improvements be significant, even if
the materials can be developed?
• New designs are needed, but even their benefits
are unclear
• The future of wind power doesn’t look good….
Appendix
Are Wind Turbines Economically Feasible

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Are Wind Turbines Economically Feasible

  • 1. Wind Turbines: Will they ever become Economically Feasible? 9th Session of MT5009 A/Prof Jeffrey Funk Srikanth Narasimalu Division of Engineering and Technology Management National University of Singapore For information on other technologies, see http://www.slideshare.net/Funk98/presentations
  • 2. This is part of the Ninth Session of MT5009 Session Technology 1 Objectives and overview of course 2 3 Two types of improvements: 1) Creating materials that better exploit physical phenomena; 2) Geometrical scaling Semiconductors, ICs, electronic systems 4 5 6 7 MEMS and Bio-electronic ICs Lighting and Displays (also roll-to roll printing) Nanotechnology, 3D printing and DNA sequencing Human-computer interfaces 8 Superconductivity, fusion, energy storage 9 10 Solar cells, wind turbines (also background on energy) Telecommunications and Internet 2 | Presentation to PE forum, 18th Feb2011 N. Srikanth
  • 3. Horizontal Axis Wind Turbines on Land and at Sea Figure 1. Horizontal Axis Wind Turbine
  • 4. Large Wind Farms in the Ocean and on Land
  • 5. Scale of Individual Wind Turbines are Being Increased
  • 6. Wind Speed meters per second 0.0 1.3 2.7 3.5 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0 >12.0 0.0 2.9 6.0 7.8 10.0 11.2 12.3 13.4 14.5 15.7 16.8 17.9 19.0 20.1 >26.8 miles per hour
  • 8.
  • 9. Wind Speed is not Constant! Frequency of Wind Speed in a Ranch in Texas
  • 10. Installed Global Capacity of Wind Power (MW)
  • 11. Wind Capacity by Country Nation China 2006 2007 2008 2009 2010 2011 2012 2,599 5,912 12,210 25,104 44,733 62,733 75,564 11,603 16,819 25,170 35,159 40,200 46,919 60,007 Germany 20,622 22,247 23,903 25,777 27,214 29,060 31,332 Spain 11,630 15,145 16,740 19,149 20,676 21,674 22,796 India 6,270 7,850 9,587 10,925 13,064 16,084 18,421 UK 1,963 2,389 3,288 4,070 5,203 6,540 8,445 Italy 2,123 2,726 3,537 4,850 5,797 6,747 8,144 France 1,589 2,477 3,426 4,410 5,660 6,800 7,196 Canada 1,460 1,846 2,369 3,319 4,008 5,265 6,200 Portugal 1,716 2,130 2,862 3,535 3,702 4,083 4,525 Denmark 3,140 3,129 3,164 3,465 3,752 3,871 4,162 U.S.
  • 12. But Wind Contributes Small % of Electricity Generation (1) TWh: Tera Watt Hours
  • 13. The Future of Wind Power • Will wind power continue to diffuse? • Advantages • It has lower carbon and other environmental emissions • Disadvantages • • • • • Wind doesn’t blow all the time (actual output about 1/4 of rated output) Wind is far from large population centers, so high transmission costs Wind turbines are considered ugly by many people Sound of wind turbines causes health problems for some people Wind power is still more expensive than fossil fuels • But will wind power become cheaper than fossil fuels • Will countries continue to subsidize wind power? • Are wind turbines becoming cheaper on an cost per Watt basis?
  • 14. Investment costs per kWatt were falling But now they are rising in both Denmark (upper) and U.S. (lower) Source: http://srren.ipcc-wg3.de/report/srren-drafts-and-review/srren-sod-drafts/sod-chapter-07 14 | Presentation to PE forum, 18th Feb2011 N. Srikanth
  • 15. Outline • Overview of Wind Turbine Costs • Theoretical Output from Wind Turbines (function of diameter squared, wind speed cubed) • Empirical Data • Power output vs. rotor diameter • Impact of rotor diameter and other factors on rated wind speed • Cost of wind turbines • Implications of Analysis • New materials are needed • Are new designs needed?
  • 16. Wind Farm Investment Costs Data source: EWEA for a 2MW Turbine.
  • 17. Main Components in Terms of Costs
  • 18. Outline • Overview of Wind Turbine Costs • Theoretical Output from Wind Turbines (function of diameter squared, wind speed cubed) • Empirical Data • Power output vs. rotor diameter • Impact of rotor diameter and other factors on rated wind speed • Cost of wind turbines • Implications of Analysis • New materials are needed • Are new designs Needed?
  • 19. Three Key Dimensions in Geometric Scaling: 1) rotor diameter; 2) swept area of blades; and 3) hub or tower height Figure 1. Horizontal Axis Wind Turbine
  • 20. Theoretical Output From Wind Turbine Turbine power output by Rotor PR 3.229 D 2V 3 (Equation 1) P = electric power (energy per second or watts) D = rotor diameter (meters) V = wind speed (meters/second) • Output from rotor depends on square of rotor diameter; thus cost of electricity from wind turbine might fall as diameter increases, as long as cost of wind turbine rises at a rate less than diameter squared • Cost of electricity from wind turbine might fall as diameter increases, if larger diameter rotors enable a wind turbine to handle higher wind speeds.
  • 21. Outline • Overview of Wind Turbine Costs • Theoretical Output from Wind Turbines (function of diameter squared, wind speed cubed) • Empirical Data • Power output vs. rotor diameter • Impact of rotor diameter and other factors on rated wind speed • Cost of wind turbines • Implications of Analysis • New materials are needed • Are new designs Needed?
  • 22. Empirical Data Finds Stronger Relationship Equation (2) Data source from Henderson et al.(2003) & manufacturer catalogue.
  • 23. Reason for Discrepancy • Equation in previous slide does not contain wind velocity: • which as noted above has large impact on output • It does not contain wind velocity since the turbines used for the collection of data on power and rotor diameter for Figure 3 • operate under different wind speeds • these wind conditions depend on the respective region • But larger wind turbines can handle higher speeds • The impact of larger rotor diameter and related factors (e.g., tower height) on wind speed can be investigated in four ways
  • 24. First, relationship between diameter and maximum rated wind speed Best fit curve: Rated wind speed (m/sec) = 9.403D0.081 Data source: Hau (2008).
  • 25. Second, data on efficiency of wind turbines was also collected • Efficiency is the ratio of annual turbine power output compared to the energy available in the wind • Less of wind can be harnessed at tips of blades than near center of the rotor Average wind speed (m/sec) 4 5 6 7 8 9 Maximum Power density achievable (W/m^2) 75 146 253 401 599 853 Small turbine (<25 meters) efficiency 19% 20% 18% 17% 15% 14% Large turbine (>25 meters) efficiency 35% 37% 35% 31% 26% 21%
  • 26. Third, Higher Towers, Higher Speeds • Wind velocity is often lower near ground due to uneven terrain or buildings V Vref H H ref Equation (4) • The factor alpha depends on the condition of the terrain and in particular on the impact of the terrain on wind friction and is usually about 0.32 • Combining equations (4) and (1) leads to equation (5). Since the exponent for the ratio of the two heights is 3α, an α of 0.32 would cause a doubling of the tower height to result in a 94% increase in power output. 3 P P ref H H ref Equation (5)
  • 27. Comparison of Wind resource at different altitudes (Indiana, USA) Data source: EWEA
  • 28. Outline • Overview of Wind Turbine Costs • Theoretical Output from Wind Turbines (function of diameter squared, wind speed cubed) • Empirical Data • Power output vs. rotor diameter • Impact of rotor diameter and other factors on rated wind speed • Cost of wind turbines • Implications of Analysis • New materials are needed • Are new designs Needed?
  • 29. Cost of Wind Turbines • More than 2/3 the cost of electricity from wind turbine farms comes from capital cost of wind turbine and almost half the capital costs are in tower and blades (Krohn et al, 2009) • Beginning with tower, WindPACT analysis (Malcom and Hansen, 2006) found R-squared of 0.999 Tower cost (in $) = 0.85 (cD2H) – 1414 Equation (6) c = cost of steel ($/Kg); H = tower height; D = rotor diameter • Comparing equations (5) and (6), output from turbine increases faster than costs as height is increased. • For example, if alpha is 0.32 as was shown above and assuming a constant rotor diameter, • increasing height from 10 meters to 20 meters would cause output to rise by 94% and costs to rise by 9 percent
  • 30. CostRotor Cost of the Rotor D>50 meters (Purple): Rotor cost = 96.7D2.3257 D<50 meters (dark blue): Rotor cost = 434.D1.9258 Data source: Hau (2008) and EWEA (2010) .
  • 31. Compared with Output Cost of the Rotor Theoretical Output: 3.229D2V3 (Equation 1) Empirical Output: 0.1034D2.2538 (Equation 2) D>50 meters (Purple): Rotor cost = 96.7D2.3257 D<50 meters (dark blue): Rotor cost = 434.D1.9258
  • 32. Rotor Cost Per Swept Area of Turbine Blades (1) • Compare last two slides’ regression equations with theoretical cost curve (equation 1) D<50 meters: Rotor cost/output = 434.D-0.0742 D>50 meters: Rotor cost/output = 96.7D0.3257 • Compare last two slides’ regression equations with empirical cost curve (equation 2) D<50 meters: Rotor cost/output = 96.7D-0.2280 D>50 meters: Rotor cost/output = 434.D0.0719
  • 33. Rotor Cost Per “Swept Area” of Turbine Blades (2) • Benefits from increasing scale • diameters < 50 meters; Some • diameters > 50 meters; Hard to say, Maybe Not • “Maybe” because equation (2) does not take into account • the impact of increased tower height or rotor diameter on maximum rated wind speeds or increased efficiencies. • Including the increased efficiencies, maximum rated wind speeds, and greater tower heights, which are partly represented by equations (3) and (5) • would provide a further improvements in our understanding of scaling • would probably show some benefits to increases in scale
  • 34. The previous slides are consistent with other sources (IPCC, Chapter 7) that say investment costs per output are now rising!! Source: http://srren.ipcc-wg3.de/report/srren-drafts-and-review/srren-sod-drafts/sod-chapter-07
  • 35. Why? Cost of Blades Rise • The reason for the change in slopes for < and > than 50 meters is that lighter, thus higher cost materials are needed: • for diameters > 50 meters (carbon fiber-based blades). • than for diameters < 50 meters (aluminum, glass fiber reinforced composites, and wood/epoxy). • Early blades can be manufactured with methods borrowed from pleasure boats such as “hand lay up” of fiber-glass reinforced with polyester resin. • Carbon-based blades require better manufacturing methods such as vacuum bagging process and resin infusion method that have been borrowed from the aerospace industry (Ashwill, 2004)
  • 36. Outline • Overview of Wind Turbine Costs • Theoretical Output from Wind Turbines (function of diameter squared, wind speed cubed) • Empirical Data • Power output vs. rotor diameter • Impact of rotor diameter and other factors on rated wind speed • Cost of wind turbines • Implications of Analysis • New materials are needed • Are new designs needed?
  • 37. New Materials are Needed • Stronger and lighter materials are needed for further increases in scaling • Lighter materials are needed in order to reduce inertia of large rotors • Stronger materials are needed to withstand high wind speeds • Without new materials, there will be few (or no) benefits from further scaling • Perhaps too large of wind turbines have already been installed
  • 38. Source: Eric Hau Wind turbines: fundamentals, technologies, application, economics, 2006 Note: meter squared is for rotor area 38 | Presentation to PE forum, 18th Feb2011 N. Srikanth
  • 39. Material Technology Choice for Blades Note: Squared meters is for swept area of rotor Source Eric Hau (2006) and analysis by Srikanth Narasimalu)
  • 40. Outline • Overview of Wind Turbine Costs • Theoretical Output from Wind Turbines (function of diameter squared, wind speed cubed) • Empirical Data • Power output vs. rotor diameter • Impact of rotor diameter and other factors on rated wind speed • Cost of wind turbines • Implications of Analysis • New materials are needed • Are new designs needed
  • 41.
  • 42.
  • 43. The “Aerogenerator:” Implementation of 275 meter diameter turbine by 2014?
  • 45. Tethered Wind Turbine What about increasing size of fins?
  • 46.
  • 47. Final Words • Costs of electricity of wind turbines were slowly falling • Now cost reductions have stopped and the costs may be rising • New materials may enable further cost reductions • But will these improvements be significant, even if the materials can be developed? • New designs are needed, but even their benefits are unclear • The future of wind power doesn’t look good….