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Open AccessJournal ArticleDOI

Optimal smoothing length scale for actuator line models of wind turbine blades based on Gaussian body force distribution

TLDR
In this paper, a theoretical approach is followed to determine the most suitable value of e, based on an analytical solution to the linearized inviscid flow response to a Gaussian force.
Abstract
The actuator line model (ALM) is a commonly used method to represent lifting surfaces such as wind turbine blades within large-eddy simulations (LES). In the ALM, the lift and drag forces are replaced by an imposed body force that is typically smoothed over several grid points using a Gaussian kernel with some prescribed smoothing width e. To date, the choice of e has most often been based on numerical considerations related to the grid spacing used in LES. However, especially for finely resolved LES with grid spacings on the order of or smaller than the chord length of the blade, the best choice of e is not known. In this work, a theoretical approach is followed to determine the most suitable value of e, based on an analytical solution to the linearized inviscid flow response to a Gaussian force. We find that the optimal smoothing width eopt is on the order of 14%-25% of the chord length of the blade, and the center of force is located at about 13%-26% downstream of the leading edge of the blade for the cases considered. These optimal values do not depend on angle of attack and depend only weakly on the type of lifting surface. It is then shown that an even more realistic velocity field can be induced by a 2-D elliptical Gaussian lift-force kernel. Some results are also provided regarding drag force representation. Copyright © 2017 John Wiley & Sons, Ltd.

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Citations
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Journal ArticleDOI

The aerodynamics of the curled wake: a simplified model in view of flow control

TL;DR: In this article, a control-oriented model for the curled wake based on approximation to the Navier-Stokes equations is proposed. But the model is not suitable for wind farms.
Journal ArticleDOI

Effect of tower and nacelle on the flow past a wind turbine

TL;DR: In this article, a wind turbine model is placed in a virtual wind tunnel to reproduce the "Blind test" experiment performed at the Norwegian University of Science and Technology (NTNU) closed-loop wind tunnel.
Journal ArticleDOI

Big wind power: seven questions for turbulence research

TL;DR: In this paper, the accelerating growth of wind energy in recent years mandates improved understanding of wind turbine, wind farm and atmospheric turbulence interactions, and Fluid turbulence plays a vital role in wind energy.
Journal ArticleDOI

Filtered lifting line theory and application to the actuator line model

TL;DR: In this paper, a subfilter velocity model was proposed to improve the accuracy of the actuator line model (ALM) in the case of wind-turbine blades.
References
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An algorithm for the machine calculation of complex Fourier series

TL;DR: Good generalized these methods and gave elegant algorithms for which one class of applications is the calculation of Fourier series, applicable to certain problems in which one must multiply an N-vector by an N X N matrix which can be factored into m sparse matrices.
Journal ArticleDOI

A limited memory algorithm for bound constrained optimization

TL;DR: An algorithm for solving large nonlinear optimization problems with simple bounds is described, based on the gradient projection method and uses a limited memory BFGS matrix to approximate the Hessian of the objective function.
MonographDOI

Low-Speed Aerodynamics

TL;DR: In this article, a modern treatment of the subject, both the theory of inviscid, incompressible, and irrotational aerodynamics and the computational techniques now available to solve complex problems is presented.
Journal ArticleDOI

Numerical modeling of wind turbine wakes

TL;DR: An aerodynamical model for studying three-dimensional flow fields about wind turbine rotors is presented, which serves in particular to analyze and verify the validity of the basic assumptions employed in the simple engineering models.
Journal ArticleDOI

Large eddy simulation study of fully developed wind-turbine array boundary layers

TL;DR: In this paper, a suite of large eddy simulations (LES), in which wind turbines are modeled using the classical "drag disk" concept, is performed for various wind-turbine arrangements, turbine loading factors, and surface roughness values.
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