This work deals with wind turbine wakes in complex terrain. The test case is a cluster of four 2.3 MW wind turbines, sited in a very complex terrain. Their performances are studied through supervisory control and data acquisition (SCADA) data, suggesting a relevant role of the terrain in distorting the wake of the upstream turbines. The experimental evidences stimulate a deeper comprehension through numerical modeling: computational fluid dynamics (CFD) simulations are run, using the Reynolds-averaged Navier–Stokes (RANS) formulation. A novel way of elaborating the output of the simulations is proposed, providing metrics for quantifying the three-dimensional (3D) evolution of the wake. The main outcome of the numerical analysis is that the terrain distorts the wind flow so that the wake profile is severely asymmetric with respect to the lateral displacement. Further, the role of orography singularities is highlighted in dividing the wake front, thus inducing faster wake recovery with respect to flat terrain. This interpretation is confirmed by SCADA data analysis.
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June 2018
Research-Article
A Study of Wind Turbine Wakes in Complex Terrain Through RANS Simulation and SCADA Data
Davide Astolfi,
Davide Astolfi
Post-Doc Department of Engineering,
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: davide.astolfi@unipg.it
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: davide.astolfi@unipg.it
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Francesco Castellani,
Francesco Castellani
Department of Engineering,
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: francesco.castellani@unipg.it
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: francesco.castellani@unipg.it
Search for other works by this author on:
Ludovico Terzi
Ludovico Terzi
Search for other works by this author on:
Davide Astolfi
Post-Doc Department of Engineering,
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: davide.astolfi@unipg.it
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: davide.astolfi@unipg.it
Francesco Castellani
Department of Engineering,
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: francesco.castellani@unipg.it
University of Perugia,
Via G. Duranti 93,
Perugia 06125, Italy
e-mail: francesco.castellani@unipg.it
Ludovico Terzi
Contributed by the Solar Energy Division of ASME for publication in the JOURNAL OF SOLAR ENERGY ENGINEERING: INCLUDING WIND ENERGY AND BUILDING ENERGY CONSERVATION. Manuscript received July 6, 2017; final manuscript received December 23, 2017; published online February 20, 2018. Assoc. Editor: Yves Gagnon.
J. Sol. Energy Eng. Jun 2018, 140(3): 031001 (9 pages)
Published Online: February 20, 2018
Article history
Received:
July 6, 2017
Revised:
December 23, 2017
Citation
Astolfi, D., Castellani, F., and Terzi, L. (February 20, 2018). "A Study of Wind Turbine Wakes in Complex Terrain Through RANS Simulation and SCADA Data." ASME. J. Sol. Energy Eng. June 2018; 140(3): 031001. https://doi.org/10.1115/1.4039093
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