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WALDEN - 3/29/2004 through 4/20/2005

LOCATION DETAILS
Latitude:
N 40° 43.8180’ or N 40° 43’ 49”
Longitude:
W 106° 16.5840’ or W 106° 16’ 35”
Township:
9 N
Range:
79 W
Section:
21
Elevation (ft.):
8,125
Tower Type:
NRG Tilt-Up
Tower Height:
20 m (65.6 ft)
Vane Offset (deg):
+248°
Direction Basis:
Unknown
Site Number:
0749
Wind Explorer S/N:
0749

DATA DETAILS

March 29, 2004 through April 20, 2005:

The anemometer tower was installed on July 3, 2003. The site was located on the east side of the town of Walden. The town is in a mountain valley oriented north-south with the continental divide to the west. The tower was located on the grounds of the high school. Buildings on the west and south sides of the tower impeded the wind.

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 into the Governor's Energy Office and then to the University of North Dakota for analysis. All data plug files and text versions of these files are given below.

Raw Wind Data Files
NRG Data_Plug Files
Txt Files
Walden_0749_2004_0329_0417.A04 Walden_0749_2004_0329_0417.txt
Walden_0749_2004_0426_0617.A04 Walden_0749_2004_0426_0617.txt
Walden_0749_2004_0617_0820.A04 Walden_0749_2004_0617_0820.txt
Walden_0749_2004_0820_1214.A04 Walden_0749_2004_0820_1214.txt
Walden_0749_2004_1214_0308.A04 Walden_0749_2004_1214_0308.txt
Walden_0749_2005_0308_0420.A05 Walden_0749_2005_0308_0420.txt

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.

For this data, UND applied an offset of +248° to the wind vane data. The corrected data and wind resource summary report are available here:

CSU was chosen as the contractor for the program on September 14, 2007. From the UND data, an analysis of the wind resource was developed using Windographer 1.13. For this data, an offset of +248° was already applied by UND to the wind vane data. No data quality analysis was performed for this data other than what was available from the flag data fields included in the data. The suspect data was first removed from the collected data. Windographer was then used to add in synthetic data to these intervals with suspect data. The Windographer files (with blanks for the suspect data and with the blanks filled with synthetic data) are given below:

Complete Wind Resource Summary

The anemometer tower was removed from the site on April 20, 2005. Highlights of the wind resource at this site for the entire data collection period using the Windographer are shown below:

Data Properties
Variable
Data Set Starts:
3/29/2004 07:10
Height above ground (m)
20
Data Set Ends:
4/20/2005 8:50
Mean wind speed (mph)
9.08
Data Set Duration:
13 months
Median wind speed (mph)
8.22
Length of Time Step:
10 minutes
Min wind speed (mph)
0.00
Elevation (ft.):
8,125
Max wind speed (mph)
40.03
Calm threshold (mph):
0
Mean power density (W/m²)
80
Wind Power Coefficients
Mean energy content (kWh/m²/yr)
697
Power Density at 50m:
274 W/m²
Energy pattern factor
2.486
Wind Power Class:
2 (Marginal)
Weibull k
1.497
Wind Shear Coefficients
Weibull c (mph)
10.03
Power Law Exponent:
0.449
1-hr autocorrelation coefficient
0.755
Surface Roughness:
3 m
Diurnal pattern strength
0.245
Roughness Class:
4.83
Hour of peak wind speed
15
Roughness Description:
Urban
Mean turbulence intensity
0.281
Note: The wind power density and wind power class at 50m are projections of the data from 20m. A surface roughness of 3 meters was assumed for this projection. This is equal to terrain of a village or town. This value was then used this to calculate the roughness class and the power law exponent shown above. Note that the selection of this surface roughness significantly improves the projected wind resource at this site
Standard deviation (mph)
5.98
Coefficient of variation (%)
65.9
Frequency of calms (%)
2.48
Possible records
55,738
Valid records
53,901
Missing records
1,837
Data recovery rate (%)
96.7

 

Note that for the graphs below, the wind speeds are given as both the measured wind speeds at 20m and the projected wind speeds (in blue) using a surface roughness of 3 m.

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, allowing for losses of about 13%. 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.

Note that these projections are for the estimated wind speeds using a surface roughness of 3 m.

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
9.08
44.51
0.44
0.72
6,300
9.6
Bergey Excel-S
6.7
10
20
9.08
29.33
0.10
0.77
6,700
7.7
Bergey XL.1
2.5
1
20
9.08
14.38
0.64
0.11
1,000
11.1
Southwest Skystream 3.7
3.7
1.8
20
9.08
40.66
0
0.22
1,900
12.0
Southwest Whisper 500
4.5
3
20
9.08
44.51
0.53
0.38
3,300
12.6
Northern Power NW 100/20
20
100
25
10.03
48.89
0
8
70,100
8.0
Vestas V47 - 660 kW
47
660
65
15.41
25.20
1.14
167
1,464,700
25.3
GE 1.5s
70.5
1,500
80.5
16.97
27.41
11.38
408
3,572,500
27.2
Vestas V80 - 2.0 MW
80
2,000
100
18.70
24.96
9.27
672
5,886,000
33.6
GE 2.5xl
100
2,500
110
19.52
19.77
18.32
940
8,235,900
37.6

 


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Last updated: June 2009
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