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Wind Turbine Gearbox Condition Monitoring Vibration Analysis Benchmarking Datasets

Wind turbine condition monitoring (CM) can potentially help the wind industry reduce turbine downtime and operation and maintenance (O&M) cost. NREL CM research has investigated various condition-monitoring techniques such as acoustic emission (AE specifically stress wave), vibrat...

Sheng, S. National Renewable Energy Laboratory

Mar 28, 2014
5 Resources
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Sodar ND Scintec MFAS Wind Profiler with RASS, Rufus Reviewed Data

**Overview** These data provide vertical mean profiles of wind and direction (30 min time step and 10 m range gate). **Data Details** Data averaged over an interval of 30 minutes. Wind Direction is from Geographic North. Time stamp is included in each data file. Location: Jo...

Fernando, J. et al Wind Energy Technologies Office (WETO)

Dec 01, 2015
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Sodar ND Scintec MFAS Wind Profiler with RASS, Rufus Raw Data

**Overview** The data provide vertical mean profiles of wind and temperature. **Data Details** * Data averaged over an interval of 30 minutes. * Time stamp is included in each data file. * Location: John Day/Rufus Water Treatment Plant (45.690842,-120.745751). * Site Elevat...

Fernando, J. et al Wind Energy Technologies Office (WETO)

Dec 01, 2015
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Surface Meteorological Station UND 10m, (2) Sonics 3m 10m, (2) T/RH 3m 10m (1) Licor 3m, Physics site-1 Raw Data

**Overview** The data included features wind, temperature, and turbulence measurements. **Data Details** Each met station (met.z18, met.z19, met.z21, and met.z23) consists of multiple levels of three-dimensional ultrasonic anemometers, RM Young 81000 (sampling frequency = 20 ...

Fernando, J. et al Wind Energy Technologies Office (WETO)

Feb 13, 2016
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Surface Meteorological Station UND 10m, (2) Sonics 3m 10m, (2) T/RH 3m 10m, Physics site-11 Raw Data

**Overview** The data included features wind, temperature, and turbulence measurements. **Data Details** Each met station (met.z18, met.z19, met.z21, and met.z23) consists of multiple levels of three-dimensional ultrasonic anemometers, RM Young 81000 (sampling frequency = 20 ...

Fernando, J. et al Wind Energy Technologies Office (WETO)

Feb 14, 2016
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Surface Meteorological Station UND 17m, (3) Sonics 3m 10m 17m, (2) T/RH 3m 17m, Physics site-2 Raw Data

**Overview** The data included features wind, temperature, and turbulence measurements. **Data Details** Each met station (met.z18, met.z19, met.z21, and met.z23) consists of multiple levels of three-dimensional ultrasonic anemometers, RM Young 81000 (sampling frequency = 20 ...

Fernando, J. et al Wind Energy Technologies Office (WETO)

Feb 14, 2016
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Surface Meteorological Station UND 21m, (3) Sonics 3m 10m 21m, (2) T/RH 3m 21m, Physics site-6 Raw Data

**Overview** The data included features wind, temperature, and turbulence measurements. **Data Details** Each met station (met.z18, met.z19, met.z21, and met.z23) consists of multiple levels of three-dimensional ultrasonic anemometers, RM Young 81000 (sampling frequency = 20 ...

Fernando, J. et al Wind Energy Technologies Office (WETO)

Feb 14, 2016
1 Resources
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Radar ANL Wind Profiler with RASS, Goldendale Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Jul 11, 2016
1 Resources
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Radar ANL Wind Profiler with RASS, Yakima Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Mar 17, 2016
1 Resources
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Radar ANL Wind Profiler, Walla Walla Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Apr 05, 2016
1 Resources
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Radar ARL Wind Profilerwith RASS, Boardman Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Sep 29, 2015
1 Resources
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Radar ESRL Wind Profiler with RASS, Condon Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Sep 29, 2015
1 Resources
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Radar ESRL Wind Profiler with RASS, Prineville Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Aug 09, 2015
1 Resources
0 Stars
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Radar ESRL Wind Profiler with RASS, Troutdale Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Sep 21, 2015
1 Resources
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Radar ESRL Wind Profiler with RASS, Wasco Airport Reviewed Data

**Overview** Wind Profiler with Radio Acoustic Sounding System (RASS) data. **Data Quality** Automatic quality control (QC) followed by visual manual QC.

Wilczak, J. Wind Energy Technologies Office (WETO)

Sep 30, 2015
1 Resources
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U.S. Wind and Solar PV Supply Curves with Future Land-use Change

This dataset provides future supply curves representing the total resource potential for land-based wind and solar photovoltaic (PV) deployment in the conterminous United States after accounting for the impact of land-use and land-cover change (LULC). We use LULC projections from ...

Sergi, B. et al National Renewable Energy Laboratory (NREL)

Jan 10, 2024
4 Resources
0 Stars
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Radar ARL Wind Profilerwith RASS, Boardman Raw Data

**Overview** **Winds** A radar wind profiler measures the Doppler shift of electromagnetic energy scattered back from atmospheric turbulence and hydrometeors along 3-5 vertical and off-vertical point beam directions. Back-scattered signal strength and radial-component velocities ...

Wilczak, J. and King, C. Wind Energy Technologies Office (WETO)

Oct 28, 2015
1 Resources
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Radar ESRL Wind Profiler with RASS, Condon Raw Data

**Overview** **Winds** A radar wind profiler measures the Doppler shift of electromagnetic energy scattered back from atmospheric turbulence and hydrometeors along 3-5 vertical and off-vertical point beam directions. Back-scattered signal strength and radial-component velocities ...

Wilczak, J. and King, C. Wind Energy Technologies Office (WETO)

Oct 28, 2015
1 Resources
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Radar ESRL Wind Profiler with RASS, Prineville Raw Data

**Overview** **Winds** A radar wind profiler measures the Doppler shift of electromagnetic energy scattered back from atmospheric turbulence and hydrometeors along 3-5 vertical and off-vertical point beam directions. Back-scattered signal strength and radial-component velocities ...

Wilczak, J. and King, C. Wind Energy Technologies Office (WETO)

Oct 28, 2015
1 Resources
0 Stars
Publicly accessible

Radar ESRL Wind Profiler with RASS, Troutdale Raw Data

**Overview** **Winds** A radar wind profiler measures the Doppler shift of electromagnetic energy scattered back from atmospheric turbulence and hydrometeors along 3-5 vertical and off-vertical point beam directions. Back-scattered signal strength and radial-component velocities ...

Wilczak, J. and King, C. Wind Energy Technologies Office (WETO)

Dec 01, 2015
1 Resources
0 Stars
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Radar ESRL Wind Profiler with RASS, Wasco Airport Raw Data

**Overview** **Winds** A radar wind profiler measures the Doppler shift of electromagnetic energy scattered back from atmospheric turbulence and hydrometeors along 3-5 vertical and off-vertical point beam directions. Back-scattered signal strength and radial-component velocities ...

Wilczak, J. and King, C. Wind Energy Technologies Office (WETO)

Oct 28, 2015
1 Resources
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Sodar Cleburne, TX Processed Data

**Overview** This dataset was produced from the raw sodar .dat files from the Cleburne, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resour...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 17, 2011
1 Resources
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Sodar Ozona, TX Processed Data

**Overview** This dataset was produced from the raw sodar .dat files from the Ozona, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resource ...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 17, 2011
1 Resources
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Sodar Reagan, TX Processed Data

**Overview** This dataset was produced from the raw sodar .dat files from the Reagan, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resource...

Sheridan, L. Wind Energy Technologies Office (WETO)

Aug 03, 2011
1 Resources
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Sodar Brady, TX Processed Data

**Overview** This dataset was produced from the raw sodar .txt files from the Brady, TX site during the WFIP1 campaign. Quality control and formatting have been applied to transform the numerous raw files into a single file to provide user friendliness and improved wind resource ...

Sheridan, L. Wind Energy Technologies Office (WETO)

Jul 14, 2011
1 Resources
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