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Journal ArticleDOI

Influence of atmospheric stability on wind turbine loads

TLDR
In this paper, simulations of wind turbine loads for the NREL 5 MW reference wind turbine under diabatic conditions are performed, and the authors quantified as the cumulative sum of the damage equivalent load for different wind speeds that are weighted according to the wind speed and stability distribution.
Abstract
Simulations of wind turbine loads for the NREL 5 MW reference wind turbine under diabatic conditions are performed. The diabatic conditions are incorporated in the input wind field in the form of wind profile and turbulence. The simulations are carried out for mean wind speeds between 3 and 16 m s  − 1 at the turbine hub height. The loads are quantified as the cumulative sum of the damage equivalent load for different wind speeds that are weighted according to the wind speed and stability distribution. Four sites with a different wind speed and stability distribution are used for comparison. The turbulence and wind profile from only one site is used in the load calculations, which are then weighted according to wind speed and stability distributions at different sites. It is observed that atmospheric stability influences the tower and rotor loads. The difference in the calculated tower loads using diabatic wind conditions and those obtained assuming neutral conditions only is up to 17%, whereas the difference for the rotor loads is up to 13%. The blade loads are hardly influenced by atmospheric stability, where the difference between the calculated loads using diabatic and neutral input wind conditions is up to 3% only. The wind profiles and turbulence under diabatic conditions have contrasting influences on the loads; for example, under stable conditions, loads induced by the wind profile are larger because of increased wind shear, whereas those induced by turbulence are lower because of less turbulent energy. The tower base loads are mainly influenced by diabatic turbulence, whereas the rotor loads are influenced by diabatic wind profiles. The blade loads are influenced by both, diabatic wind profile and turbulence, that leads to nullifying the contrasting influences on the loads. The importance of using a detailed boundary-layer wind profile model is also demonstrated. The difference in the calculated blade and rotor loads is up to 6% and 8%, respectively, when only the surface-layer wind profile model is used in comparison with those obtained using a boundary-layer wind profile model. Finally, a comparison of the calculated loads obtained using site-specific and International Electrotechnical Commission (IEC) wind conditions is carried out. It is observed that the IEC loads are up to 96% larger than those obtained using site-specific wind conditions.Copyright © 2012 John Wiley & Sons, Ltd.

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Citations
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Journal ArticleDOI

Wind-Turbine and Wind-Farm Flows: A Review

TL;DR: This review summarizes recent experimental, computational, and theoretical research efforts that have contributed to improving the understanding and ability to predict the interactions of ABL flow with wind turbines and wind farms.

Influence of atmospheric stability on wind-turbine wakes: A large-eddy simulation study

TL;DR: In this paper, large-eddy simulation is combined with a turbine model to investigate the influence of atmospheric thermal stability on wind-turbine wakes, and the simulation results show that atmospheric stability has a significant effect on the spatial distribution of the mean velocity deficit and turbulence statistics in the wake region as well as the wake meandering characteristics downwind of the turbine.
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A review of turbulence measurements using ground-based wind lidars

TL;DR: A review of turbulence measurements using ground-based wind lidars is carried out in this paper, where an anisotropic turbulence model is used to provide a more realistic measure of turbulence statistics.
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Using machine learning to predict wind turbine power output

TL;DR: In this paper, the authors used aerostructural simulations of a generic 1.5 MW turbine to rank atmospheric influences on power output, and then used regression trees to predict turbine response for any combination of wind speed, turbulence intensity, and wind shear that might be expected at a turbine site.

Influence of atmospheric stability on wind-turbine wakes: A large-eddy simulation study

TL;DR: In this article, large-eddy simulation is combined with a turbine model to investigate the influence of atmospheric thermal stability on wind-turbine wakes, and the simulation results show that atmospheric stability has a significant effect on the spatial distribution of the mean velocity deficit and turbulence statistics in the wake region as well as the wake meandering characteristics downwind of the turbine.
References
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Book

An Introduction to Boundary Layer Meteorology

TL;DR: In this article, the boundary layer is defined as the boundary of a boundary layer, and the spectral gap is used to measure the spectral properties of the boundary layers of a turbulent flow.
ReportDOI

Definition of a 5-MW Reference Wind Turbine for Offshore System Development

TL;DR: In this article, a three-bladed, upwind, variable speed, variable blade-pitch-to-feather-controlled multimegawatt wind turbine model developed by NREL to support concept studies aimed at assessing offshore wind technology is described.
Book

Wind Energy Handbook

TL;DR: The Wind Energy Handbook as discussed by the authors provides an overview of wind turbine technology and wind farm design and development, as well as a survey of alternative machine architectures and an introduction to the design of the key components.
Journal ArticleDOI

Flux-Profile Relationships in the Atmospheric Surface Layer

TL;DR: In this article, the free constants in several interpolation formulas can be adjusted to give excellent fits to the wind and temperature gradient data, and the behavior of the gradients under neutral conditions is unusual, however, and indicates that von Karman's constant is ∼0.35, rather than 0.40 as usually assumed, and that the ratio of eddy diffusivities for heat and momentum at neutrality is ∼1.0.
Journal ArticleDOI

Spectral Characteristics of Surface-Layer Turbulence

TL;DR: In this paper, the authors described the behavior of spectra and cospectra of turbulence in the surface layer using wind and temperature fluctuation data obtained in the 1968 AFCRL Kansas experiments.
Trending Questions (1)
How turbolence influence wind loads?

The paper states that turbulence under diabatic conditions has a contrasting influence on wind loads. Under stable conditions, loads induced by wind profiles are larger due to increased wind shear, whereas loads induced by turbulence are lower due to less turbulent energy.