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POD Analysis of a Wind Turbine Wake in a Turbulent Atmospheric Boundary Layer

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Published under licence by IOP Publishing Ltd
, , Citation D Bastine et al 2014 J. Phys.: Conf. Ser. 524 012153 DOI 10.1088/1742-6596/524/1/012153

1742-6596/524/1/012153

Abstract

The wake of a single wind turbine is modeled using an actuator disk model and large eddy simulations. As inflow condition a numerically generated turbulent atmospheric boundary layer is used.

The proper orthogonal decomposition (POD) is applied to a plane perpendicular to the main flow in the far wake of the turbine. Reconstructions of the field are investigated depending on the numbers of POD modes used. Even though a great number of modes is needed to recover a great part of the turbulent kinetic energy, our results indicate that relevant aspects of a wake flow can be recovered using only a few modes. Particularly, the dynamics of the average velocity over a potential disk in the wake can partially be captured using only three modes.

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