Far-wake meandering induced by atmospheric eddies in flow past a wind turbine
A novel algorithm is developed to calculate the nonlinear optimal boundary perturbations in three-dimensional incompressible flow. An optimal step length in the optimisation loop is calculated without any additional calls to the Navier-Stokes equations. The algorithm is applied to compute the optima...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Cambridge University Press
2018
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| Online Access: | https://eprints.nottingham.ac.uk/51443/ |
| _version_ | 1848798497258602496 |
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| author | Mao, Xuerui Sørensen, J.N. |
| author_facet | Mao, Xuerui Sørensen, J.N. |
| author_sort | Mao, Xuerui |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | A novel algorithm is developed to calculate the nonlinear optimal boundary perturbations in three-dimensional incompressible flow. An optimal step length in the optimisation loop is calculated without any additional calls to the Navier-Stokes equations. The algorithm is applied to compute the optimal in flow eddies for the flow around a wind turbine to clarify the mechanisms behind wake meandering, a phenomenon usually observed in wind farms. The turbine is modelled as an actuator disc using an immersed boundary method with the loading prescribed as a body force. At Reynolds number (based on free-stream velocity and turbine radius) Re = 1000, the most energetic inflow perturbation has a frequency ω = 0:8 ~ 2, and is in the form of an azimuthal wave with wavenumber m = 1 and the same radius as the actuator disc. The inflow perturbation is amplified by the strong shear downstream of the edge of the disc and then tilts the rolling-up vortex rings to induce wake meandering. This mechanism is verified by studying randomly perturbed flow at Re ≤ 8000. At five turbine diameters downstream of the disc, the axial velocity oscillates at a magnitude of more than 60% of the free-stream velocity when the magnitude of the inflow perturbation is 6% of the free-stream wind speed. The dominant Strouhal number of the wake oscillation is 0.16 at Re = 3000 and keeps approximately constant at higher Re. This Strouhal number agrees well with previous experimental findings. Overall the observations indicate that the well observed stochastic wake meandering phenomenon appearing far downstream of wind turbines is induced by large-scale (the same order as the turbine rotor) and low-frequency free-stream eddies. |
| first_indexed | 2025-11-14T20:20:42Z |
| format | Article |
| id | nottingham-51443 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T20:20:42Z |
| publishDate | 2018 |
| publisher | Cambridge University Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-514432018-05-18T08:22:08Z https://eprints.nottingham.ac.uk/51443/ Far-wake meandering induced by atmospheric eddies in flow past a wind turbine Mao, Xuerui Sørensen, J.N. A novel algorithm is developed to calculate the nonlinear optimal boundary perturbations in three-dimensional incompressible flow. An optimal step length in the optimisation loop is calculated without any additional calls to the Navier-Stokes equations. The algorithm is applied to compute the optimal in flow eddies for the flow around a wind turbine to clarify the mechanisms behind wake meandering, a phenomenon usually observed in wind farms. The turbine is modelled as an actuator disc using an immersed boundary method with the loading prescribed as a body force. At Reynolds number (based on free-stream velocity and turbine radius) Re = 1000, the most energetic inflow perturbation has a frequency ω = 0:8 ~ 2, and is in the form of an azimuthal wave with wavenumber m = 1 and the same radius as the actuator disc. The inflow perturbation is amplified by the strong shear downstream of the edge of the disc and then tilts the rolling-up vortex rings to induce wake meandering. This mechanism is verified by studying randomly perturbed flow at Re ≤ 8000. At five turbine diameters downstream of the disc, the axial velocity oscillates at a magnitude of more than 60% of the free-stream velocity when the magnitude of the inflow perturbation is 6% of the free-stream wind speed. The dominant Strouhal number of the wake oscillation is 0.16 at Re = 3000 and keeps approximately constant at higher Re. This Strouhal number agrees well with previous experimental findings. Overall the observations indicate that the well observed stochastic wake meandering phenomenon appearing far downstream of wind turbines is induced by large-scale (the same order as the turbine rotor) and low-frequency free-stream eddies. Cambridge University Press 2018-07-10 Article PeerReviewed application/pdf en cc_by https://eprints.nottingham.ac.uk/51443/8/farwake_meandering_induced_by_atmospheric_eddies_in_flow_past_a_wind_turbine.pdf Mao, Xuerui and Sørensen, J.N. (2018) Far-wake meandering induced by atmospheric eddies in flow past a wind turbine. Journal of Fluid Mechanics, 846 . pp. 190-209. ISSN 1469-7645 https://www.cambridge.org/core/journals/journal-of-fluid-mechanics/article/farwake-meandering-induced-by-atmospheric-eddies-in-flow-past-a-wind-turbine/D644F2DEAF45B97BE41EE35DD9055F1D doi:10.1017/jfm.2018.275 doi:10.1017/jfm.2018.275 |
| spellingShingle | Mao, Xuerui Sørensen, J.N. Far-wake meandering induced by atmospheric eddies in flow past a wind turbine |
| title | Far-wake meandering induced by atmospheric eddies in flow past a wind turbine |
| title_full | Far-wake meandering induced by atmospheric eddies in flow past a wind turbine |
| title_fullStr | Far-wake meandering induced by atmospheric eddies in flow past a wind turbine |
| title_full_unstemmed | Far-wake meandering induced by atmospheric eddies in flow past a wind turbine |
| title_short | Far-wake meandering induced by atmospheric eddies in flow past a wind turbine |
| title_sort | far-wake meandering induced by atmospheric eddies in flow past a wind turbine |
| url | https://eprints.nottingham.ac.uk/51443/ https://eprints.nottingham.ac.uk/51443/ https://eprints.nottingham.ac.uk/51443/ |