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628 Results Found

  • Article
  • Open Access
62 Citations
6,643 Views
20 Pages

A Review on the Meandering of Wind Turbine Wakes

  • Xiaolei Yang and
  • Fotis Sotiropoulos

11 December 2019

Meandering describes the large-scale, low frequency motions of wind turbine wakes, which could determine wake recovery rates, impact the loads exerted on turbine structures, and play a critical role in the design and optimal control of wind farms. Th...

  • Brief Report
  • Open Access
4 Citations
2,044 Views
15 Pages

14 December 2023

A detailed description of wake characteristics is essential for optimizing wind farm performance. Compared with the wake of a stand-alone wind turbine, less attention has been paid to wind turbine wakes in large wind farms. In this work, we investiga...

  • Feature Paper
  • Review
  • Open Access
24 Citations
4,770 Views
28 Pages

7 September 2022

Wind turbine parameterization models, which are often employed to avoid the computational cost of resolving the blade aerodynamics, are critical for the capability of large-eddy simulation in predicting wind turbine wakes. In this paper, we review th...

  • Article
  • Open Access
21 Citations
3,426 Views
13 Pages

23 July 2022

In this study, we present an analytical modeling framework for wind turbine wakes under an arbitrary pressure gradient imposed by the base flow. The model is based on the conservation of the streamwise momentum and self-similarity of the wake velocit...

  • Article
  • Open Access
21 Citations
3,330 Views
26 Pages

25 July 2021

Yaw-based wake steering control is a potential way to improve wind plant overall performance. For its engineering application, it is crucial to accurately predict the turbine wakes under various yawed conditions within a short time. In this work, a t...

  • Article
  • Open Access
328 Citations
22,349 Views
23 Pages

17 December 2012

A numerical study of atmospheric turbulence effects on wind-turbine wakes is presented. Large-eddy simulations of neutrally-stratified atmospheric boundary layer flows through stand-alone wind turbines were performed over homogeneous flat surfaces wi...

  • Article
  • Open Access
129 Citations
15,533 Views
23 Pages

Large Eddy Simulation of Vertical Axis Wind Turbine Wakes

  • Sina Shamsoddin and
  • Fernando Porté-Agel

20 February 2014

In this study, large eddy simulation (LES) is combined with a turbine model to investigate the wake behind a vertical-axis wind turbine (VAWT) in a three-dimensional turbulent flow. Two methods are used to model the subgrid-scale (SGS) stresses: (a)...

  • Article
  • Open Access
366 Views
14 Pages

21 November 2025

The wake characteristics of tidal turbines are significantly influenced by turbulence intensity (TI) and flow velocity in the marine environment. This study employs the Blade Element Momentum (BEM)–CFD method to model two-bladed horizontal tida...

  • Article
  • Open Access
4 Citations
5,768 Views
23 Pages

Large-Eddy Simulation of Wind Turbine Wakes in Forest Terrain

  • Yunliang Li,
  • Zhaobin Li,
  • Zhideng Zhou and
  • Xiaolei Yang

14 March 2023

In this study, large-eddy simulation was employed to investigate the influence of the forest canopy on wind turbine wakes. Nine forest case studies were carried out with different vertical distributions of leaf area density (LAD) and values of leaf a...

  • Article
  • Open Access
45 Citations
7,515 Views
24 Pages

13 March 2018

The wind turbine wakes impact the efficiency and lifespan of the wind farm. Therefore, to improve the wind plant performance, research on wind plant control is essential. The actuator line model (ALM) is proposed to simulate the wind turbine efficien...

  • Article
  • Open Access
12 Citations
4,848 Views
33 Pages

Doppler Lidar Investigations of Wind Turbine Near-Wakes and LES Modeling with New Porous Disc Approach

  • Takanori Uchida,
  • Tadasuke Yoshida,
  • Masaki Inui and
  • Yoshihiro Taniyama

9 April 2021

Many bottom-mounted offshore wind farms are currently planned for the coastal areas of Japan, in which wind speeds of 6.0–10.0 m/s are extremely common. The impact of such wind speeds is very relevant for the realization of bottom-mounted offshore wi...

  • Article
  • Open Access
26 Citations
3,969 Views
15 Pages

Characterization of Wind Turbine Wakes with Nacelle-Mounted Doppler LiDARs and Model Validation in the Presence of Wind Veer

  • Peter Brugger,
  • Fernando Carbajo Fuertes,
  • Mohsen Vahidzadeh,
  • Corey D. Markfort and
  • Fernando Porté-Agel

26 September 2019

Accurate prediction of wind turbine wakes is important for more efficient design and operation of wind parks. Volumetric wake measurements of nacelle-mounted Doppler lidars are used to characterize the wake of a full-scale wind turbine and to validat...

  • Article
  • Open Access
10 Citations
4,395 Views
28 Pages

To better understand the wake effects at low Reynolds numbers, large-eddy simulations of a 50% reaction low-pressure turbine stage and a linear cascade with two different bar wake generators were carried out for a chord Reynolds number of 50,000. For...

  • Article
  • Open Access
1 Citations
1,142 Views
16 Pages

30 May 2025

The wake behavior of wind turbines in complex terrain is influenced by the combined effects of atmospheric turbulence and terrain features, which brings challenges to wind farm power production and safety. Despite extensive studies, there remains a g...

  • Article
  • Open Access
37 Citations
6,095 Views
18 Pages

30 November 2019

In this study, we validated a wind-turbine parameterisation for large-eddy simulation (LES) of yawed wind-turbine wakes. The presented parameterisation is modified from the rotational actuator disk model (ADMR), which takes account of both thrust and...

  • Article
  • Open Access
74 Citations
10,049 Views
23 Pages

13 May 2016

In a future sustainable energy vision, in which diversified conversion of renewable energies is essential, vertical axis wind turbines (VAWTs) exhibit some potential as a reliable means of wind energy extraction alongside conventional horizontal axis...

  • Article
  • Open Access
28 Citations
4,751 Views
18 Pages

10 July 2020

The Actuator Disk (AD) model is widely used in Large-Eddy Simulations (LES) to simulate wind turbine wakes because of its computing efficiency. The capability of the AD model in predicting time-average quantities of wind tunnel-scale turbines has bee...

  • Article
  • Open Access
8 Citations
7,596 Views
20 Pages

5 March 2017

Wake characteristics are of great importance for wind park performance and turbine loads. While wind tunnel experiments provided a solid base for the basic understanding of the structure and dynamics of wind turbine wakes, the consequent step forward...

  • Article
  • Open Access
9 Citations
4,096 Views
22 Pages

17 June 2024

This study proposes a microscale flow model to estimate mean wind speed, fluctuating wind speed and wind direction over complex terrain considering the effects of topography, atmospheric stability, and turbine wakes. Firstly, the effect of topography...

  • Article
  • Open Access
184 Views
29 Pages

17 January 2026

In response to the critical demand for improved characterization of atmospheric stability effects in wind turbine wake prediction, this study proposes and systematically validates a new analytical wake model that incorporates atmospheric stability ef...

  • Article
  • Open Access
15 Citations
6,306 Views
27 Pages

6 April 2019

The second part of this work describes a wind turbine Computational Fluid Dynamics (CFD) simulation capable of modeling wake effects. The work is intended to establish a computational framework from which to investigate wind farm layout. Following th...

  • Article
  • Open Access
11 Citations
5,141 Views
24 Pages

11 October 2019

Monin–Obukhov similarity theory (MOST) overestimates the mean vertical velocity gradient in some atmospheric stable conditions, i.e., Richardson number R f < 0.25 . To obtain a given hub-height inflow velocity for a certain roughnes...

  • Article
  • Open Access
16 Citations
3,113 Views
15 Pages

The aerodynamics of a high-speed low-pressure turbine (LPT) cascade were investigated under steady and unsteady inlet flows. The tests were performed at outlet Mach (M) and Reynolds numbers (Re) of 0.90 and 70k, respectively. Unsteady wakes were simu...

  • Article
  • Open Access
11 Citations
3,116 Views
17 Pages

The influence of unsteady wakes incoming from the upstream stages is of high relevance in modern high-speed, low-pressure turbines (LPT) operating at transonic exit Mach numbers and low Reynolds numbers for their potential to trigger transition and i...

  • Article
  • Open Access
12 Citations
5,239 Views
19 Pages

Wind Turbine Loads Induced by Terrain and Wakes: An Experimental Study through Vibration Analysis and Computational Fluid Dynamics

  • Francesco Castellani,
  • Marco Buzzoni,
  • Davide Astolfi,
  • Gianluca D’Elia,
  • Giorgio Dalpiaz and
  • Ludovico Terzi

10 November 2017

A wind turbine is a very well-known archetype of energy conversion system working at non-stationary regimes. Despite this, a deep mechanical comprehension of wind turbines operating in complicated conditions is still challenging, especially as regard...

  • Article
  • Open Access
13 Citations
3,982 Views
26 Pages

Large-Eddy Simulation of Wakes of Waked Wind Turbines

  • Xiaohao Liu,
  • Zhaobin Li,
  • Xiaolei Yang,
  • Duo Xu,
  • Seokkoo Kang and
  • Ali Khosronejad

15 April 2022

The wake dynamics of a wind turbine are influenced by the atmospheric turbulence and the wake of its upwind turbine. In this work, we investigate the wake characteristics of a waked wind turbine for four different downwind spacings and three differen...

  • Article
  • Open Access
5 Citations
2,618 Views
25 Pages

1 April 2022

The ability of high-fidelity computational fluid mechanics simulation to quantitatively predict the influence of ground roughness on the evolution of the wake of a three-bladed horizontal axis wind turbine model is tested by comparison with wind tunn...

  • Article
  • Open Access
1 Citations
3,414 Views
12 Pages

This paper aims at evaluating the characteristics of the wakes periodically shed by the rotating bars of a spoked-wheel type wake generator installed upstream of a high-speed low Reynolds linear low-pressure turbine blade cascade. Due to the very hig...

  • Feature Paper
  • Article
  • Open Access
1 Citations
1,800 Views
11 Pages

9 September 2024

Analytical wake models are widely used to predict wind turbine wakes. While these models are well-established for horizontal-axis wind turbines (HAWTs), the analytical wake models for vertical-axis wind turbines (VAWTs) remain under-explored in the w...

  • Article
  • Open Access
42 Citations
5,850 Views
20 Pages

Distinct Turbulent Regions in the Wake of a Wind Turbine and Their Inflow-Dependent Locations: The Creation of a Wake Map

  • Ingrid Neunaber,
  • Michael Hölling,
  • Richard J. A. M. Stevens,
  • Gerard Schepers and
  • Joachim Peinke

15 October 2020

Wind turbines are usually clustered in wind farms which causes the downstream turbines to operate in the turbulent wakes of upstream turbines. As turbulence is directly related to increased fatigue loads, knowledge of the turbulence in the wake and i...

  • Article
  • Open Access
32 Citations
4,799 Views
18 Pages

21 June 2019

This paper presents wind tunnel tests on the wake characteristics of a three-blade horizontal axis wind turbine and the wake effect on the performance of a downstream turbine. For a single turbine model, the performance was determined and this was fo...

  • Article
  • Open Access
13 Citations
4,365 Views
26 Pages

22 October 2020

Tidal stream turbines fixed on the seabed can harness the power of tides at locations where the bathymetry and/or coastal geography result in high kinetic energy levels of the flood and/or neap currents. In large turbine arrays, however, avoiding int...

  • Article
  • Open Access
11 Citations
5,382 Views
21 Pages

Sensitivity Analysis to Control the Far-Wake Unsteadiness Behind Turbines

  • Esteban Ferrer,
  • Oliver M.F. Browne and
  • Eusebio Valero

13 October 2017

We explore the stability of wakes arising from 2D flow actuators based on linear momentum actuator disc theory. We use stability and sensitivity analysis (using adjoints) to show that the wake stability is controlled by the Reynolds number and the th...

  • Article
  • Open Access
26 Citations
8,192 Views
33 Pages

7 March 2019

For research in the atmospheric boundary layer and in the vicinity of wind turbines, the turbulent 3D wind vector can be measured from fixed-wing unmanned aerial systems (UAS) with a five-hole probe and an inertial navigation system. Since non-zero v...

  • Article
  • Open Access
5 Citations
3,317 Views
13 Pages

16 August 2019

Active wake control (AWC) is an operational strategy for wind farms that aims at reducing the negative effects of wakes behind wind turbines on the power production and mechanical loads at the wind turbines’ downstream. For a given wind directi...

  • Article
  • Open Access
949 Views
24 Pages

5 June 2025

The issue of wind turbine wake effects in the offshore environment has become increasingly important with the development of offshore wind farms. The problem of wake dispersion from turbines plays a crucial role in evaluating the wake velocity defici...

  • Feature Paper
  • Article
  • Open Access
7 Citations
4,301 Views
34 Pages

Toward Development of a Stochastic Wake Model: Validation Using LES and Turbine Loads

  • Jae Sang Moon,
  • Lance Manuel,
  • Matthew J. Churchfield,
  • Sang Lee and
  • Paul S. Veers

28 December 2017

Wind turbines within an array do not experience free-stream undisturbed flow fields. Rather, the flow fields on internal turbines are influenced by wakes generated by upwind unit and exhibit different dynamic characteristics relative to the free stre...

  • Article
  • Open Access
114 Citations
9,436 Views
18 Pages

25 April 2018

This study presents the setup, methodology and results from a measurement campaign dedicated to the characterization of full-scale wind turbine wakes under different inflow conditions. The measurements have been obtained from two pulsed scanning Dopp...

  • Article
  • Open Access
2 Citations
1,542 Views
24 Pages

2 January 2025

Tidal sites can present uneven seabed bathymetry features that induce favourable or adverse pressure gradients and are sources of turbulence, and so are likely to affect the operation, performance, and wake recovery dynamics of deployed tidal-stream...

  • Article
  • Open Access
4 Citations
2,449 Views
12 Pages

23 August 2022

Wind turbine wake redirection drawn by a yaw control has been proposed as a strategy to improve the performance of wind farms. However, the characteristics and the development of the curled wake structure deformed by the yaw action of the rotor are n...

  • Article
  • Open Access
92 Citations
11,487 Views
32 Pages

Experimental Study on Influence of Pitch Motion on the Wake of a Floating Wind Turbine Model

  • Stanislav Rockel,
  • Elizabeth Camp,
  • Jonas Schmidt,
  • Joachim Peinke,
  • Raúl Bayoán Cal and
  • Michael Hölling

27 March 2014

Wind tunnel experiments were performed, where the development of the wake of a model wind turbine was measured using stereo Particle Image Velocimetry to observe the influence of platform pitch motion. The wakes of a classical bottom fixed turbine an...

  • Article
  • Open Access
15 Citations
5,904 Views
21 Pages

Machine Learning-Based Approach to Wind Turbine Wake Prediction under Yawed Conditions

  • Mohan Kumar Gajendran,
  • Ijaz Fazil Syed Ahmed Kabir,
  • Sudhakar Vadivelu and
  • E. Y. K. Ng

4 November 2023

As wind energy continues to be a crucial part of sustainable power generation, the need for precise and efficient modeling of wind turbines, especially under yawed conditions, becomes increasingly significant. Addressing this, the current study intro...

  • Article
  • Open Access
11 Citations
2,792 Views
18 Pages

14 December 2022

In this study, we aim to investigate if there is a scaling of the streamwise distance from a wind turbine that leads to a collapse of the mean wake velocity deficit under different ambient turbulence levels. For this purpose, we perform large-eddy si...

  • Feature Paper
  • Article
  • Open Access
32 Citations
5,861 Views
24 Pages

Validation of Tidal Stream Turbine Wake Predictions and Analysis of Wake Recovery Mechanism

  • Sanchit Salunkhe,
  • Oumnia El Fajri,
  • Shanti Bhushan,
  • David Thompson,
  • Daphne O’Doherty,
  • Tim O’Doherty and
  • Allan Mason-Jones

11 October 2019

This paper documents the predictive capability of rotating blade-resolved unsteady Reynolds averaged Navier-Stokes (URANS) and Improved Delayed Detached Eddy Simulation (IDDES) computations for tidal stream turbine performance and intermediate wake c...

  • Article
  • Open Access
30 Citations
3,628 Views
11 Pages

Experimental Analysis and Evaluation of the Numerical Prediction of Wake Characteristics of Tidal Stream Turbine

  • Yuquan Zhang,
  • Jisheng Zhang,
  • Yuan Zheng,
  • Chunxia Yang,
  • Wei Zang and
  • E. Fernandez-Rodriguez

5 December 2017

It is important to understand tidal stream turbine performance and flow field, if tidal energy is to advance. The operating condition of a tidal stream turbine with a supporting structure has a significant impact on its performance and wake recovery....

  • Article
  • Open Access
63 Citations
8,686 Views
19 Pages

4 July 2017

An optimized three-bladed horizontal-axis miniature wind turbine, called WiRE-01, with the rotor diameter of 15 cm is designed and fully characterized in Part I of this study. In the current part of the study, we investigate the interaction of the tu...

  • Feature Paper
  • Article
  • Open Access
7 Citations
3,152 Views
18 Pages

The Importance of Wake Meandering on Wind Turbine Fatigue Loads in Wake

  • Jennifer Marie Rinker,
  • Esperanza Soto Sagredo and
  • Leonardo Bergami

4 November 2021

Considering loads when optimizing wind-farm layouts or designing farm-control strategies is important, but the computational cost of using high-fidelity wake models in the loop can be prohibitively high. Using simpler models that consider only the sp...

  • Article
  • Open Access
51 Citations
6,491 Views
17 Pages

29 May 2017

The reduction in power output associated with complex turbine-wake interactions in wind farms necessitates the development of effective wake mitigation strategies. One approach to this end entails the downregulation of individual turbines from its ma...

  • Article
  • Open Access
3 Citations
2,193 Views
29 Pages

Effect of Atmospheric Stability on Meandering and Wake Characteristics in Wind Turbine Fluid Dynamics

  • Bendik Peter Løvøy Alvestad,
  • Leon Fevang-Gunn,
  • Balram Panjwani and
  • Tania Kalogiannidis Bracchi

8 September 2024

This study investigates the impact of atmospheric stability on wind turbine flow dynamics, focusing on wake deflection and meandering. Using the high-fidelity large-eddy simulation coupled with the Actuator Line model, we explore three stability cond...

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