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2014 Wind Turbine Gearbox Damage Distribution based on the NREL Gearbox Reliability Database
Despite the improvements in wind turbine gearbox design and manufacturing practices, the wind industry is still challenged by premature wind turbine gearbox failures. To help address this industry-wide challenge, a consortium called the Gearbox Reliability Collaborative (GRC) was ...
Sheng, S. National Renewable Energy Laboratory
Feb 09, 2015
1 Resources
0 Stars
In curation
1 Resources
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In curation
Camera / Raw Data
**Overview**
The SUMR-D CART2 turbine data are recorded by the CART2 wind turbine's supervisory control and data acquisition (SCADA) system for the Advanced Research Projects Agency–Energy (ARPA-E) SUMR-D project located at the National Renewable Energy Laboratory (NREL) Flatir...
Scholbrock, A. Wind Energy Technologies Office (WETO)
Sep 10, 2019
1 Resources
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1 Resources
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California Quality-controlled Reanalysis and Observational Data for Buoy (120), Humboldt / Derived Data
**Overview**
This collection provides spatiotemporally paired reanalysis and satellite data to supplement the lidar buoy observations during the California deployments. Point time series of observed and reanalysis data are provided, using inverse distance weighting to geolocate ...
Sheridan, L. Wind Energy Technologies Office (WETO)
Sep 30, 2020
1 Resources
0 Stars
Publicly accessible
1 Resources
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Publicly accessible
California Quality-Controlled Reanalysis and Observational Data for Buoy (130), Morro Bay / Derived Data
**Overview**
This collection provides spatiotemporally paired reanalysis and satellite data to supplement the lidar buoy observations during the California deployments. Point time series of observed and reanalysis data are provided, using inverse distance weighting to geolocate ...
Sheridan, L. Wind Energy Technologies Office (WETO)
Sep 30, 2020
1 Resources
0 Stars
Publicly accessible
1 Resources
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Error-Level-Controlled Synthetic Forecasts for Renewable Generation
Renewable energy resources, including solar and wind energy, play a significant role in sustainable energy systems. However, the inherent uncertainty and intermittency of renewable generation pose challenges to the safe and efficient operation of power systems. Recognizing the imp...
Zhang, X. et al National Renewable Energy Laboratory (NREL)
Jun 01, 2021
3 Resources
0 Stars
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3 Resources
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OC6 Phase Ia Nonlinear hydrodynamic loading validation dataset
**Overview**
Two validation campaigns were examined within the Offshore Code Comparison Collaboration, Continued, with Correlation and unCertainty (OC6) Phase 1 project to examine the modeling tools' underprediction of loads and motion of a floating wind semisubmersible (semi) at...
Robertson, A. Wind Energy Technologies Office (WETO)
Aug 08, 2021
1 Resources
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1 Resources
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NASA Building 12 Wind Turbines Phase 1 Data
Completed in December 2014, the NASA Building 12 installation consists of four Urban Green Energy Eddy GT turbines. The NASA Building 12 project involved detailed pre-construction and post-construction measurements. NREL researchers initiated a measurement campaign consisting of m...
Fields, J. and NREL, . National Renewable Energy Laboratory
Dec 28, 2015
2 Resources
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In curation
2 Resources
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In curation
Geothermal Technologies Program GETEM and LCOE Improvements Review (March 21, 2013)
This file was a report submitted to GTO by Mark Paster, a consultant to the GETEM project, to outline the improvements that were made between summer 2011 and spring 2013. The report focuses on six areas of model improvement:
(1) Site Specific Cost Variability;
(2) Consistency wi...
Paster, M. Idaho National Laboratory
Mar 21, 2013
1 Resources
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1 Resources
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GeoVision Barriers Taskforce
This submission includes papers, presentations, and data developed during the multi-year GeoVision Barriers Taskforce effort.
Developers have identified many non-technical barriers to geothermal power development, including land access, permitting, and market barriers. Included i...
Young, K. and Levine, A. National Renewable Energy Laboratory
Sep 30, 2015
5 Resources
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5 Resources
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Airfoil Computational Fluid Dynamics 2k shapes, 25 AoA's, 3 Re numbers
This dataset contains aerodynamic quantities including flow field values (momentum, energy, and vorticity) and summary values (coefficients of lift, drag, and momentum) for 1,830 airfoil shapes computed using the HAM2D CFD (computational fluid dynamics) model. The airfoil shapes w...
Ramos, D. et al National Renewable Energy Laboratory (NREL)
Feb 10, 2023
3 Resources
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3 Resources
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Irradiation Data from NREL'S MDIC Stations
The Measurement and Instrumentation Data Center (MIDC) provides Irradiance and Meteorological Data from these stations: NREL Solar Radiation Research Lab, BSRN Prototype Station, Atmospheric Optical Calibration System, TSR-1, RSR Version 2, RSR Version 1, National Wind Technology...
Afshin, A. and Laboratory, N. National Renewable Energy Laboratory
Nov 25, 2014
1 Resources
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1 Resources
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INTEGRATE Inverse Network Transformations for Efficient Generation of Robust Airfoil and Turbine Enhancements
The INTEGRATE (Inverse Network Transformations for Efficient Generation of Robust Airfoil and Turbine Enhancements) project is developing a new inverse-design capability for the aerodynamic design of wind turbine rotors using invertible neural networks. This AI-based design techno...
Vijayakumar, G. et al National Renewable Energy Laboratory (NREL)
May 04, 2021
8 Resources
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8 Resources
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Advanced Control Systems for Wave Energy Converters
This submission contains several papers, a final report, descriptions of a theoretical framework for two types of control systems, and descriptions of eight real-time flap load control policies with the objective of assessing the potential improvement of annual average capture eff...
Scruggs, J. et al Resolute Marine Energy, Inc.
Jan 30, 2017
4 Resources
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4 Resources
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Airfoil Computational Fluid Dynamics 9k shapes, 2 AoA's
This dataset contains aerodynamic quantities including flow field values (momentum, energy, and vorticity) and summary values (coefficients of lift, drag, and momentum) for 8,996 airfoil shapes, computed using the HAM2D CFD (computational fluid dynamics) model. The airfoil shapes ...
Ramos, D. et al National Renewable Energy Laboratory (NREL)
Feb 10, 2023
3 Resources
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3 Resources
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Lidar California Leosphere Windcube 866 (120), Humboldt Raw Data
**Overview**
Deployment off the coast of Humboldt, California
**Data Details**
Windcube Data Files:
lidar.z05.00.20200929.000000.gyro.7z
lidar.z05.00.20200929.000000.rtd.7z
lidar.z05.00.20200929.000000.sta.7z
lidar.z05.00.20200929.000000.stdrtd.7z
lidar.z05.00.20...
Gorton, A. Wind Energy Technologies Office (WETO)
Oct 01, 2020
1 Resources
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1 Resources
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Wind Energy Resource Data
NREL's Geographic Information System (GIS) team offers both a national wind resource assessment of the United States and high-resolution wind data. The national wind resource assessment was created for the U.S. Department of Energy in 1986 by the Pacific Northwest Laboratory and i...
Webmaster, . and Laboratory, N. National Renewable Energy Laboratory
Nov 25, 2014
1 Resources
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In curation
1 Resources
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In curation
Anemometer Data (Wind Speed, Direction) for Laurel, Nebraska (2001 2002)
Wind data collected from Laurel, Nebraska from a 20-meter anemometer as part of the Western Area Power Administration anemometer loan program. Ten-minute average wind speed and direction is available for 2001 2002. The data was originally made available by Wind Powering America, a...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
13 Resources
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In curation
13 Resources
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Lidar Massachusetts Leosphere Windcube 866 (120) Raw Data
**Overview**
This is the data collected during the validation period. The buoy is scheduled to be deployed near Martha's Vinyard in mid-January 2020.
The Leosphere Windcube 866 lidar systems output 5 different compressed data files. Compression is explained below.
**Data Deta...
Newsom, R. et al Wind Energy Technologies Office (WETO)
Dec 01, 2019
1 Resources
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1 Resources
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Lidar Massachusetts Leosphere Windcube 866 (130) Raw Data
**Overview**
This is the data collected during the validation period. The buoy is scheduled to be deployed near Martha's Vinyard in mid-January 2020.
The Leosphere Windcube 866 lidar systems output 5 different compressed data files. Compression is explained below.
**Data Deta...
Newsom, R. et al Wind Energy Technologies Office (WETO)
Dec 10, 2019
1 Resources
0 Stars
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1 Resources
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Anemometer Data (Wind Speed, Direction) for Beresford, South Dakota (2006)
Wind data collected from Beresford, South Dakota from a 20-meter anemometer as part of the Western Area Power Administration anemometer loan program. Ten-minute average wind speed and direction is available for Dec 2005 Jan 2007. The data was originally made available by Wind Powe...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
15 Resources
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15 Resources
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Synthetic Aperture Radar Wind Atlas US East Coast
The objective of this study is to create and validate a satellite-based offshore wind atlas for the US East Coast and compare it to outputs from numerical weather prediction models. We present the first synthetic aperture radar (SAR) offshore wind atlas of the US East Coast from G...
Ahsbahs, T. et al National Renewable Energy Laboratory (NREL)
Sep 17, 2020
2 Resources
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2 Resources
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Lidar California Leosphere Windcube 866 (130), Morro Bay Raw Data
**Overview**
Deployment off the coast of Morro Bay, California.
**Data Details**
Windcube Data Files:
lidar.z06.00.20200929.000000.gyro.7z
lidar.z06.00.20200929.000000.rtd.7z
lidar.z06.00.20200929.000000.sta.7z
lidar.z06.00.20200929.000000.stdrtd.7z
lidar.z06.00....
Gorton, A. Wind Energy Technologies Office (WETO)
Sep 28, 2020
1 Resources
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1 Resources
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Radar NOAA 449 MHz Wind Profiler with RASS Raw Data
**Overview**
Monitor real-time profiles of virtual temperature (C), wind speed (ms-1), and direction (deg) few km above ground level.
**Data Details**
Raw files contain radial velocity (ms-1), signal-to-noise ratio (dB), signal power (dB), spectral width (ms-1), and noise ampli...
Bianco, L. Wind Energy Technologies Office (WETO)
Feb 28, 2015
1 Resources
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1 Resources
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Radar NOAA 915 MHz Boundary-Layer Wind Profiler Raw Data
**Overview**
Monitor real-time profiles of virtual temperature (C), wind speed (ms-1), and direction (deg) few km above ground level.
**Data Details**
Raw files contain radial velocity (ms-1), signal-to-noise ratio (dB), signal power (dB), spectral width (ms-1), and noise ampli...
Bianco, L. Wind Energy Technologies Office (WETO)
Feb 28, 2015
1 Resources
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1 Resources
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Anemometer Data (Wind Speed, Direction) for Watertown, South Dakota (2002, 2003)
Wind data collected from Watertown, South Dakota from a 20-meter anemometer as part of the Western Area Power Administration anemometer loan program. Ten-minute average wind speed and direction is available for Oct 2002 Jan 2004. The data was originally made available by Wind Powe...
Hallett, K. and (EERE), O. National Renewable Energy Laboratory
Nov 25, 2014
12 Resources
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In curation
12 Resources
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In curation