Multiscale energy transfers in the near wake of a model wind turbine

This thesis examines the multiscale nature of coherent dynamics in a wind turbine wake using a series of particle image velocimetry (PIV) experiments. The near wake dynamics is studied at different tip speed ratios (λ) and for different levels of freestream turbulence (FST). The near wake is found to be dominated by multiple coherent structures, including the tip vortices, distinct vortex sheddings from the nacelle and tower, and wake meandering. A convective length scale (Lc) related to the pitch of the tip vortices is defined that is shown to be a better length scale than turbine diameter (D) to demarcate the near wake from the far wake. With negligible FST, the near wake length is found to be ≈ 3Lc for a range of λs tested. With elevated FST, wake meandering is seen to become more energetic, while the tip vortices broke down earlier, leading to a shorter near wake (< 3Lc). With negligible FST, a decreasing trend of wake meandering frequency with λ is observed, similar to vortex shedding from a porous plate at varying porosity, upholding the notion of wake meandering being a global instability of the turbine. The energy exchanges to and from the different frequencies are studied using the multiscale triple decomposed coherent kinetic energy budget equations developed by Baj & Buxton (Phys. Rev. Fluids, vol. 2, 2017, 114607). Various modes such as the primary (energised by the mean flow), secondary (energised by triadic interactions) and mixed (having multiple energy sources) modes are identified in the wind turbine wake, especially in the tip vortex system, where a complex network of nonlinear triadic energy transfers is observed. Contrastingly, the modes associated with the sheddings from the nacelle or tower and wake meandering are always found to be primarily energised by the mean flow.

Institutions

Publication Details

Journal
Imperial College Research Computing Service Data Repository
Published
2024-10-31
DOI
https://doi.org/10.25560/117928
Primary Topic
Wind Energy Research and Development
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multiscale energy transfers in the near wake of a model wind turbine

Imperial College Research Computing Service Data Repository
Wind Energy Research and Development
article

Multiscale energy transfers in the near wake of a model wind turbine

article en

Abstract

This thesis examines the multiscale nature of coherent dynamics in a wind turbine wake using a series of particle image velocimetry (PIV) experiments. The near wake dynamics is studied at different tip speed ratios (λ) and for different levels of freestream turbulence (FST). The near wake is found to be dominated by multiple coherent structures, including the tip vortices, distinct vortex sheddings from the nacelle and tower, and wake meandering. A convective length scale (Lc) related to the pitch of the tip vortices is defined that is shown to be a better length scale than turbine diameter (D) to demarcate the near wake from the far wake. With negligible FST, the near wake length is found to be ≈ 3Lc for a range of λs tested. With elevated FST, wake meandering is seen to become more energetic, while the tip vortices broke down earlier, leading to a shorter near wake (< 3Lc). With negligible FST, a decreasing trend of wake meandering frequency with λ is observed, similar to vortex shedding from a porous plate at varying porosity, upholding the notion of wake meandering being a global instability of the turbine. The energy exchanges to and from the different frequencies are studied using the multiscale triple decomposed coherent kinetic energy budget equations developed by Baj & Buxton (Phys. Rev. Fluids, vol. 2, 2017, 114607). Various modes such as the primary (energised by the mean flow), secondary (energised by triadic interactions) and mixed (having multiple energy sources) modes are identified in the wind turbine wake, especially in the tip vortex system, where a complex network of nonlinear triadic energy transfers is observed. Contrastingly, the modes associated with the sheddings from the nacelle or tower and wake meandering are always found to be primarily energised by the mean flow.

Imperial College Research Computing Service Data Repository
Imperial College London (GB)
Affordable and clean energy
Openalex Percentile: Top 34%
Wind Energy Research and Development
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.