AKRON - 2/13/2011 to 2/9/2013
LOCATION DETAILS |
Latitude: |
N 40° 8.977’ or N 40° 8’ 59" |
Longitude: |
W 103° 8.901’or W 103° 8’ 54" |
Survey Meridian: |
Colorado, Sixth Principal Meridian |
Township: |
2 N |
Range: |
52 W |
Section: |
12 |
Elevation: |
1,382 m (4,534 ft) |
Datum: |
WGS 84 |
Tower Type: |
Earth Turbines Tilt-Up |
Tower Height: |
34 m (112 ft) |
Vane Offset (deg): |
+81° (built into raw data) |
Direction Basis: |
Magnetic North |
Mag. Declination: |
7° 59' E, changing by 8' W/yr |
Symphonie S/N: |
309020393 |
Site No.: |
0340 |
CSU ALP Install Team (from left): Joel Schneekloth (CSU Water Institute and CSU Extension), Dennis Kaan (CSU Extension), Sarah Bass, Eric Rasbach, Jacqueline Hess, Kevin Gosselin, Mark Goudreault, and Mike Kostrzewa (taking picture).
DATA DETAILS
February 12, 2011 to February 9, 2013:
The anemometer tower was installed on February 12, 2011 and removed on February 9, 2013. The site was located in a field about 0.75 miles WSW of the USDA Agricultural Research Service on U.S. Highway 34 and 3.2 miles due east of Akron. The terrain was an open field with rough pasture, generally flat in all directions.
Data is collected using three (3) NRG #40C Calibrated Anemometers and one (1) NRG #200P Wind Vane, as follows:
- Anemometers
- Sensor A mounted at 33.8 m (111 feet) on an NRG 60" standard boom
- Sensor B mounted at 33.8 m (111 feet) on an NRG 60" standard boom
- Sensor C mounted at 20.0 m (65.6 feet) on an NRG 60" standard boom
- Wind Vane
- NRG #200P wind direction vane at 34.7 m (114 feet) heading 166° on an NRG 60" standard boom with the null point facing toward the tower
- Temperature Sensor
- NRG #110S Temperature Sensor with radiation shield at 1.8 m (6 feet) on an NRG 6" boom
All sensors fed into an NRG Symphonie data logger. The certifications for the anemometers are as follows:
NRG #40C Calibrated Anemometers |
Anem. No. |
1 |
2 |
3 |
Height |
33.8 m |
33.8 m |
20 m |
Model No. |
1900 |
1900 |
1900 |
Serial No. |
1795-00088151 |
1795-00087825 |
1795-00088088 |
Calibration Date |
11/4/08 1:37:14 a.m. |
10/31/08 8:34:07 a.m. |
11/14/08 12:16:41 a.m. |
Slope |
0.759 m/s per Hz |
0.758 m/s per Hz |
0.759 m/s per Hz |
Offset |
0.35 m/s |
0.35 m/s |
0.36 m/s |
The data logger generated wind reports for each day. Using the Symphonie Data Retriever software, each day's data was complied into one large data file. A zipped file that contains all of the NRG data files for all days are given below:
It is important to note that the wind direction data included in these files has already been adjusted for offset at the data logger.
From the collected data, an analysis of the wind resource report was developed for entire data collection period using Windographer 3.0.10. Since the data set contains data for two or more wind speed sensors at different heights above the ground, Windographer considered the wind shear relationship between different wind speed sensors to extrapolate the data to different heights. A best fit using the power law profile was chosen to extrapolate the data.
Using this data, an analysis of the wind resource report was developed and the data was flagged for icing in two ways:
- Any wind speed data (from any anemometer) where the wind speed was less than 0.5 m/s at a temperature less than 0 °C for 3 hours or more was flagged and ignored when calculating the wind resource statistics.
- Any wind direction data where the wind direction varied by less than 3 degrees at a temperature less than 0°C for 3 hours or more was flagged and ignored.
The summary report, the combined data files (with and without the data quality analysis), and the Windographer files (with and without the data quality analysis) are given below:
Interim Wind Resource Summary
Highlights of the wind resource for the entire measuring period at this site are shown below:
Data Properties |
Data Set Starts: |
2/12/2011 16:50 MST |
Data Set Ends: |
2/9/2013 9:00 |
Data Set Duration: |
24 months |
Length of Time Step: |
10 minutes |
Elevation: |
1,382 m (4,534 ft) |
Mean air density (kg/m³): |
1.054 |
Wind Power Coefficients |
Power Density at 50m: |
308 W/m² |
Wind Power Class: |
3 (Fair) |
Wind Shear Coefficients |
Power Law Exponent: |
0.200 |
Surface Roughness: |
0.176 m |
Roughness Class: |
2.47 |
Roughness Description: |
Few trees |
Variable |
Height above ground |
|
|
20m (66 ft.) |
10-min. Mean wind speed (m/s) |
6.417 |
6.622 |
5.868 |
10-min Median wind speed (m/s) |
6.250 |
6.480 |
5.590 |
10-min Standard deviation (m/s) |
3.006 |
3.071 |
2.861 |
10-min Min. wind speed (m/s) |
0.35 |
0.35 |
0.36 |
10-min Max wind speed (m/s) |
28.9 |
28.8 |
26.4 |
Weibull k |
2.229 |
2.249 |
2.137 |
Weibull c (m/s) |
7.233 |
7.458 |
6.617 |
Mean power density (W/m²) |
242 |
262 |
193 |
Mean energy content (kWh/m²/yr) |
2,121 |
2,296 |
1,692 |
Mean turbulence intensity |
0.14 |
0.13 |
0.15 |
Energy pattern factor |
1.737 |
1.715 |
1.822 |
Possible records |
104,785 |
104,785 |
104,785 |
Valid records |
104,473 |
104,327 |
104,400 |
Missing records |
312 |
458 |
385 |
Data recovery rate (%) |
99.7 |
99.56 |
99.63 |
Vertical Wind Shear, Height (m) vs Mean Wind Speed (m/s)
|
Wind Frequency Rose at 33.8 meters
|
Wind Energy Rose at 33.8 meters
|
Daily Wind Speed Profile, Hourly Mean Wind Speed (m/s) vs. Hour of the Day
|
Seasonal Wind Speed Profile, Monthly Mean Wind Speed (m/s) vs. Month
|
Probability Distribution Function at 33.8m - Sensor A: Frequency (%) vs. Wind Speed
|
Probability Distribution Function at 33.8m - Sensor B: Frequency (%) vs. Wind Speed
|
Probability Distribution Function at 20m: Frequency (%) vs. Wind Speed |
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.
Keep in mind too that listing a particular turbine doesn't imply an endorsement - not does it imply that installing a particular turbine model is feasible or recommended for a particular site. For consistency, the larger turbines are included even at sites that where they may not be practical so that one can compare the relative production of different sites.
Turbine |
Rotor
Diameter
meters |
Rotor
Power
kW |
Hub
Height
meters |
Hub
Height
Wind
Speed
m/s |
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
% |
Southwest AIR X - 45 ft tower |
|
|
13.7 |
5.44 |
24.0 |
0.0 |
0.0 |
234 |
6.7 |
Bergey XL.1 - 100 ft tower |
|
|
30.0 |
6.38 |
2.0 |
5.9 |
0.3 |
2,800 |
32.0 |
Southwest Skystream 3.7 - 45 foot tower |
|
|
13.7 |
5.44 |
17.0 |
5.8 |
0.4 |
3,800 |
24.4 |
Southwest Whisper 500 - 42 ft tower |
|
|
12.8 |
5.36 |
19.7 |
3.5 |
0.7 |
6,300 |
24.1 |
Endurance S-250 - 100 ft tower |
|
|
30.0 |
6.38 |
0.0 |
0.0 |
1.1 |
9,800 |
22.3 |
Bergey Excel-R - 100 ft tower |
|
|
30.0 |
6.38 |
13.7 |
4.1 |
2.1 |
18,700 |
28.5 |
Bergey Excel-S - 100 ft tower |
|
|
30.0 |
6.38 |
6.1 |
2.3 |
2.3 |
20,100 |
22.9 |
Endurance E-3120 - 100 ft tower |
|
|
30.0 |
6.38 |
12.3 |
0.0 |
18.9 |
165,200 |
34.3 |
Northern Power 100-21 - 121 ft tower |
|
|
37.0 |
6.57 |
5.3 |
0.0 |
25.5 |
223,100 |
25.5 |
GE 1.5-77 - 213 ft tower |
77 |
1,500 |
65.0 |
7.25 |
11.5 |
2.4 |
524.2 |
4,591,600 |
34.9 |
Vestas V100 - 262 ft tower |
100 |
2,000 |
80.0 |
7.50 |
10.4 |
1.3 |
865.3 |
7,580,200 |
43.3 |
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.
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