A review of full-scale wind-field measurements of the wind-turbine wake effect and a measurement of the wake-interaction effect
This paper provides an overview of full-scale wind field measurements of the wind-turbine
wake effect and presents the results and experience of performing a new measurement …
wake effect and presents the results and experience of performing a new measurement …
Wind turbine power modelling and optimization using artificial neural network with wind field experimental data
The wake effect is a major and complex problem in the wind power industry. Wake steering,
such as controlling yaw angles of wind turbines, is a proven approach to mitigate the wake …
such as controlling yaw angles of wind turbines, is a proven approach to mitigate the wake …
A novel three-dimensional wake model based on anisotropic Gaussian distribution for wind turbine wakes
The development of a more advanced three-dimensional wake model for wind power
generation is presented based on a multivariate Gaussian distribution. The newly-presented …
generation is presented based on a multivariate Gaussian distribution. The newly-presented …
Optimization of wind turbine yaw angles in a wind farm using a three-dimensional yawed wake model
An appropriate yaw angle misalignment of the wind turbines in a wind farm has been found
to improve the average energy production of the turbine array. Predicting the spatial …
to improve the average energy production of the turbine array. Predicting the spatial …
Wind farm layout and hub height optimization with a novel wake model
This paper comprehensively investigates the impact of wind turbine layout and hub height
on power generation of wind farm. Firstly, an engineering three-dimensional (3-D) wind …
on power generation of wind farm. Firstly, an engineering three-dimensional (3-D) wind …
Wind farm wake modeling based on deep convolutional conditional generative adversarial network
J Zhang, X Zhao - Energy, 2022 - Elsevier
Modeling of wind farm wakes is of great importance for the optimal design and operation of
wind farms. In this work a surrogate modeling method for parametrized fluid flows is …
wind farms. In this work a surrogate modeling method for parametrized fluid flows is …
Wind turbine wakes modeling and applications: Past, present, and future
L Wang, M Dong, J Yang, L Wang, S Chen, N Duić… - Ocean …, 2024 - Elsevier
In the past few decades, wind energy technology has undergone rapid development, with
large-scale wind farms bringing about significant wake effect. Since the wake effect can …
large-scale wind farms bringing about significant wake effect. Since the wake effect can …
Investigation of the near wake of a horizontal-axis wind turbine model by dynamic mode decomposition
C Sun, T Tian, X Zhu, O Hua, Z Du - Energy, 2021 - Elsevier
The wake flow of a horizontal-axis wind turbine has an important effect on the energy
extraction and downstream turbulent flow. In this paper, large eddy simulation is employed …
extraction and downstream turbulent flow. In this paper, large eddy simulation is employed …
Wind farm macro-siting optimization with insightful bi-criteria identification and relocation mechanism in genetic algorithm
The existence of wake effect can affect the total power generation of a wind farm. To
alleviate the impact of wake effect, numerous algorithms under the paradigm of evolutionary …
alleviate the impact of wake effect, numerous algorithms under the paradigm of evolutionary …
Investigation of a new 3D wake model of offshore floating wind turbines subjected to the coupling effects of wind and wave
Z Huanqiang, G **aoxia, L Hongkun, Z Qiansheng… - Applied Energy, 2024 - Elsevier
Accurate prediction of the wake is conducive to achieving the safe and efficient operation of
large-scale offshore floating wind turbines. To further understand the wake characteristics of …
large-scale offshore floating wind turbines. To further understand the wake characteristics of …