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Wind Measurements from Arc Scans with Doppler Wind Lidar

Journal Article · · Journal of Atmospheric and Oceanic Technology
 [1];  [1];  [2];  [1]
  1. Cornell Univ., Ithaca, NY (United States)
  2. National Renewable Energy Lab. (NREL), Golden, CO (United States)

When defining optimal scanning geometries for scanning lidars for wind energy applications, we found that it is still an active field of research. Our paper evaluates uncertainties associated with arc scan geometries and presents recommendations regarding optimal configurations in the atmospheric boundary layer. The analysis is based on arc scan data from a Doppler wind lidar with one elevation angle and seven azimuth angles spanning 30° and focuses on an estimation of 10-min mean wind speed and direction. When flow is horizontally uniform, this approach can provide accurate wind measurements required for wind resource assessments in part because of its high resampling rate. Retrieved wind velocities at a single range gate exhibit good correlation to data from a sonic anemometer on a nearby meteorological tower, and vertical profiles of horizontal wind speed, though derived from range gates located on a conical surface, match those measured by mast-mounted cup anemometers. Uncertainties in the retrieved wind velocity are related to high turbulent wind fluctuation and an inhomogeneous horizontal wind field. Moreover, the radial velocity variance is found to be a robust measure of the uncertainty of the retrieved wind speed because of its relationship to turbulence properties. It is further shown that the standard error of wind speed estimates can be minimized by increasing the azimuthal range beyond 30° and using five to seven azimuth angles.

Research Organization:
National Renewable Energy Lab. (NREL), Golden, CO (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Wind and Water Technologies Office (EE-4W)
Grant/Contract Number:
AC36-08GO28308
OSTI ID:
1236155
Report Number(s):
NREL/JA--5000-61552
Journal Information:
Journal of Atmospheric and Oceanic Technology, Journal Name: Journal of Atmospheric and Oceanic Technology Journal Issue: 11 Vol. 32; ISSN 1520-0426
Country of Publication:
United States
Language:
English

References (25)

Analysis of light detection and ranging wind speed measurements for wind turbine control: Analysis of LIDAR measurements journal February 2013
Offshore wind profiling using light detection and ranging measurements journal March 2009
Light detection and ranging measurements of wake dynamics part I: one-dimensional scanning journal January 2010
Accounting for the speed shear in wind turbine power performance measurement: Accounting for speed shear in power performance measurement journal October 2011
Lidar profilers in the context of wind energy-a verification procedure for traceable measurements: Lidar profilers in the context of wind energy journal December 2011
Coherent Doppler lidar for wind farm characterization: Coherent Doppler lidar for wind farm characterization journal January 2012
Coherence and Scale of Vertical Velocity in the Convective Boundary Layer from a Doppler Lidar journal June 2006
Investigation of a Complex Nocturnal Flow in Owens Valley, California Using Coherent Doppler Lidar journal May 2012
Coherent Doppler Lidar Measurements of Wind Field Statistics journal February 1998
Nocturnal Low-Level Jet Characteristics Over Kansas During Cases-99 journal November 2002
Estimations of atmospheric boundary layer fluxes and other turbulence parameters from Doppler lidar data journal January 1992
Doppler lidar measurements of the great plains low-level jet: applications to wind energy journal May 2008
Coherent Doppler lidar for measurements of wind fields journal March 1989
Turbine Inflow Characterization at the National Wind Technology Center journal May 2013
Wind infrared Doppler lidar instrument journal January 2001
Boundary-layer anemometry by optical remote sensing for wind energy applications [Boundary-layer anemometry by optical remote sensing for wind energy applications] journal August 2007
Estimating Spatial Velocity Statistics with Coherent Doppler Lidar journal March 2002
Wind Energy Meteorology: Insight into Wind Properties in the Turbine-Rotor Layer of the Atmosphere from High-Resolution Doppler Lidar journal June 2013
Doppler Lidar–Based Wind-Profile Measurement System for Offshore Wind-Energy and Other Marine Boundary Layer Applications journal February 2012
Turbulent Velocity-Variance Profiles in the Stable Boundary Layer Generated by a Nocturnal Low-Level Jet journal November 2006
Field Measurements of Wind Turbine Wakes with Lidars journal February 2013
Scopes and Challenges of Dual-Doppler Lidar Wind Measurements—An Error Analysis journal September 2013
Representativeness of wind measurements with a cw Doppler lidar in the atmospheric boundary layer journal January 1995
Detection techniques for validating Doppler estimates in heterodyne lidar journal January 1997
Hub Height Ocean Winds over the North Sea Observed by the NORSEWInD Lidar Array: Measuring Techniques, Quality Control and Data Management journal September 2013

Cited By (5)

Validating precision estimates in horizontal wind measurements from a Doppler lidar journal January 2017
Evaluation of single and multiple Doppler lidar techniques to measure complex flow during the XPIA field campaign journal January 2017
Evaluation of turbulence measurement techniques from a single Doppler lidar journal January 2017
Automated wind turbine wake characterization in complex terrain journal January 2019
An error reduction algorithm to improve lidar turbulence estimates for wind energy journal January 2017

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