COLORADO ANEMOMETER LOAN PROGRAM
 

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BLACK HAWK - 12/11/2008 - 11/6/2010

LOCATION DETAILS
Latitude:
N 39° 50.239’ or N 39° 50’ 14"
Longitude:
W 105° 28.843’ or W 105° 28’ 51"
Township:
2 S
Range:
72 W
Section:
32
Elevation (ft.):
9,293
Tower Type:
NRG Tilt-Up
Tower Height:
20 m (65.6 ft)
Vane Offset (deg):
18°
Direction Basis:
Magnetic North
Mag. Declination:
9° 29' E, changing by 8' W/yr
Wind Explorer S/N:
0924
Site No.:
9305

Install Team (Left to Right): Jim Erdman, A.J. Lyle, Larry Sterling, Mike Kostrzewa, Stephen Hill, Todd MacDonald, and Irene Shonle (taking picture)

DATA DETAILS

December 11, 2008 to November 6, 2010:

The anemometer tower was installed on December 11, 2008 and removed on November 6, 2010. The site was located NW of the Gilpin county fairgrounds on a flat elevated fill, with small aspens to the SW and the fairgrounds to the E and SE. The site had good access to wind from all directions except perhaps the SW, but the predominate winds were expected to be from the N and NW.

All data was collected using an NRG #40 Anemometer and NRG #200 Wind Vane mounted on a tilt-up tower located on the landowner's property at a height of 20m. This equipment fed into an NRG Wind Explorer data logger. All data plugs were sent to the Colorado ALP at Colorado State University for analysis. The data plug files and text versions of these files are given below.

Raw Wind Data Files
NRG Data Plug Files
Txt Files

Highest
2 sec
Gust
mph

Gust
Date/Time
Black_Hawk_9305_2008_1211_0116.txt
90
12/31/08 23:42
Black_Hawk_9305_2008_0116_0303.A09 Black_Hawk_9305_2008_0116_0303.txt
73
1/28/09 4:53
Black_Hawk_9305_2009_0303_0519.A09 Black_Hawk_9305_2009_0303_0519.txt
66
3/7/09 23:21
Black_Hawk_9305_2009_0519_0723.A09 Black_Hawk_9305_2009_0519_0723.txt
51
5/19/09 12:33
Black_Hawk_9305_2009_0723_0928.A09 Black_Hawk_9305_2009_0723_0928.txt
52
9/27/09 2:47
Black_Hawk_9305_2009_0928_1030.A09 Black_Hawk_9305_2009_0928_1030.txt
65
10/1/09 18:01
Black_Hawk_9305_2009_1030_0104.A09 Black_Hawk_9305_2009_1030_0104.txt
68
10/30/09 17:04
Black_Hawk_9305_2010_0104_0320.A10 Black_Hawk_9305_2010_0104_0320.txt
75
1/24/10 23:04
Black_Hawk_9305_2010_0320_0628.A10 Black_Hawk_9305_2010_0320_0628.txt
64
5/3/10 23:55
Black_Hawk_9305_2010_0628_0907.A10 Black_Hawk_9305_2010_0628_0907.txt
47
9/6/10 10:16
Black_Hawk_9305_2010_0907_1106.A10 Black_Hawk_9305_2010_0907_1106.txt
57
10/27/10 8:47

It is important to note that these are the raw files without any compensation for offset. It is also important to note that the temperature was not recorded during this period.

Using this data, an analysis of the wind resource report was developed using Windographer 1.45. For this data an offset of +18° was applied to the wind vane data. For this report, a validation analysis was performed on the data. This data was filtered two ways:

  1. Any wind speed data where the wind speed was less than 1 mph for 5 hours or more was deleted.
  2. Any wind direction data where the wind direction varied by less than 3 degrees over 6 hours was deleted

Windographer was then used to add in synthetic data to these intervals with suspect data. A summary wind resource assessment report, the combined data files (with and without the validation analysis), and the Windographer files (with and without the validation analysis) are given below:

Final Wind Resource Summary

Highlights of the wind resource for the entire recording period from December 11, 2008 through November 6, 2010 are given below:

Data Properties
Variable
Data Set Starts:
12/11/2008 15:50 MST
Height above ground (m)
20
Data Set Ends:
11/6/2010 10:00
Mean 10 min avg. wind speed (mph)
8.341
Data Set Duration:
23 months
Median 10 min avg. wind speed (mph)
7.100
Length of Time Step:
10 minutes
Min 10 min avg. wind speed (mph)
0.405
Elevation (ft.):
9,293
Max 10 min avg. wind speed (mph)
47.90
Mean air density (kg/m³):
0.924
Mean power density (W/m²)
69
Wind Power Coefficients
Mean energy content (kWh/m²/yr)
602
Power Density at 50m:
112 W/m²
Energy pattern factor
2.869
Wind Power Class:
1 (Poor)
Weibull k
1.492
Wind Shear Coefficients
Weibull c (mph)
9.252
Power Law Exponent:
0.177
1-hr autocorrelation coefficient
0.784
Surface Roughness:
0.1 m
Diurnal pattern strength
0.190
Roughness Class:
2.00
Hour of peak wind speed
13
Roughness Description:
Few trees
Mean turbulence intensity
0.32656
Note: The wind power density and wind power class at 50m are projections of the data from 20m. A surface roughness of 0.1 meters was assumed for this projection.. This is the surface roughness for an area with a few trees. This value was then used this to calculate the roughness class and the power law exponent shown above.
Standard deviation (mph)
5.791
Total data elements
274,305
Suspect/missing elements
3,798
Data completeness (%)
98.6

 

Probability Distribution Function at 20m: Frequency (%) vs. Wind Speed (mph)

 

Vertical Wind Shear, Height (m) vs Mean Wind Speed (mph)

 

Seasonal Wind Speed Profile at 20m, Monthly Mean Wind Speed (mph) vs. Month

 

Daily Wind Speed Profile at 20m, Hourly Mean Wind Speed (mph) vs. Hour of the Day

 

Wind Frequency Rose at 20 meters

Windographer was used to match up the wind at this site with the performance curves of some common turbines of various sizes and various heights. The table below shows the results. For the larger turbines, the tower height was increased to account for the larger turbine blades - the wind resource was extrapolated to these higher heights. Keep in mind that the larger and the higher the turbine, the better the wind and the greater the output. But of course, as the tower heights and turbine sizes increase so does the cost..

Turbine
Rotor
Diameter
meters
Rotor
Power
kW
Hub
Height
meters
Hub
Height
Wind
Speed
mph
Time
At
Zero
Output
percent
Time
At
Rated
Output
percent
Average
Net
Power
Output
kW
Average
Net
Energy
Output
kWh/yr
Average
Net
Capacity
Factor
%
Bergey Excel-R
6.7
7.5
20
8.34 51.31 0.8 0.6 5,600 8.6
Bergey Excel-S
6.7
10
20 8.34 31.37 0.38 0.7 6,200 7.1
Bergey XL.1
2.5
1
20 8.34 13.71 1.14 0.1 900 10.2
Southwest Skystream 3.7
3.7
1.8
20 8.34 46.70 0 0.2 1,700 10.5
Southwest Whisper 500
4.5
3
20 8.34 51.31 1 0.3 3,000 11.3
Northern Power NW 100/21
21
100
37 9.28 41.03 0 9.4 82,600 9.4
Vestas V47 - 660 kW
47
660
65 9.95 41.90 0.15 67.6 592,300 10.2
GE 1.5s
70.5
1,500
80.5 10.63 46.71 1.49 146.8 1,285,900 9.8
Vestas V80 - 2.0 MW
80
2,000
100 11.04 45.02 0.81 262.2 2,297,000 13.1
GE 2.5xl
100
2,500
110 11.22 35.96 2.02 375.6 3,290,100 15.0
Mariah Windspire VAWT - Mfg's Spec
1.2
1.2
20 8.34 38.57 0 0.1 700 6.4
Mariah Windspire VAWT - NWTC Normal Test
1.2
1.2
20 8.34 55.84 0 0.1 500 4.9

IMPORTANT: No turbine losses are included in the power, energy, and capacity factor values in the table. Typically, turbine losses can be 5-20% to account for maintenance downtime, icing/soiling and losses from other turbines in a wind farm. Users wanting to be conservative in the performance projections should multiply the power, energy, and capacity values by (1- % losses) to account for these losses.

For Gilpin County Residents:

County zoning codes limit the height of a wind turbine tower to 40 feet unless a variance to the code is accepted. Using the surface roughness and power law exponent given above, Windographer was used to project the wind speed at 40 feet (12.2m). At this height, the average wind speed is 7.65 mph and the wind power density is about 51 W per square meter of wind swept area. For residents looking to install small scale wind turbines, the table below provides the expected performance of typical home-scale wind turbines at 40 feet, WITHOUT ACCOUNTING FOR ANY TURBINE LOSSES:

Turbine
Rotor
Diameter
meters
Rotor
Power
kW
Hub
Height
meters
Hub
Height
Wind
Speed
mph
Time
At
Zero
Output
percent
Time
At
Rated
Output
percent
Average
Net
Power
Output
kW
Average
Net
Energy
Output
kWh/yr
Average
Net
Capacity
Factor
%
Bergey Excel-R
6.7
7.5
12.2 7.65 56.56 0.47 0.5 4,400 6.7
Bergey Excel-S
6.7
10
12.2 7.65 35.07 0.22 0.6 4,900 5.6
Bergey XL.1
2.5
1
12.2 7.65 15.54 0.68 0.1 700 8.1
Southwest Skystream 3.7
3.7
1.8
12.2 7.65 51.31 0 0.2 1,300 8.6
Southwest Whisper 500
4.5
3
12.2 7.65 56.56 0.58 0.3 2,400 9.1
Mariah Windspire VAWT - Mfg's Spec
1.2
1.2
12.2 7.65 42.34 0 0.1 500 5.2
Mariah Windspire VAWT - NWTC Normal Test
1.2
1.2
12.2 7.65 60.47 0 0.0 400 3.7

Note that the table includes the expected performance from the Mariah Power Windspire vertical axis turbine using specification available from the manufacturer and from the results of a partial test that was conducted at the National Wind Technology Center near Boulder.


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Last updated: June 2009
Email questions & comments to: michael@engr.colostate.edu
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