Wind farm flow control: prospects and challenges
J Meyers, C Bottasso, K Dykes… - Wind Energy …, 2022 - wes.copernicus.org
Wind farm control has been a topic of research for more than two decades. It has been
identified as a core component of grand challenges in wind energy science to support …
identified as a core component of grand challenges in wind energy science to support …
[HTML][HTML] Grand challenges in the design, manufacture, and operation of future wind turbine systems
Wind energy is foundational for achieving 100% renewable electricity production, and
significant innovation is required as the grid expands and accommodates hybrid plant …
significant innovation is required as the grid expands and accommodates hybrid plant …
A machine learning-based fatigue loads and power prediction method for wind turbines under yaw control
Yaw control is one of the most promising active wake control strategies to maximize the total
power generation of wind farms. Meanwhile, structural performance needs to be considered …
power generation of wind farms. Meanwhile, structural performance needs to be considered …
Review of wake management techniques for wind turbines
DR Houck - Wind Energy, 2022 - Wiley Online Library
The progression of wind turbine technology has led to wind turbines being incredibly
optimized machines often approaching their theoretical maximum production capabilities …
optimized machines often approaching their theoretical maximum production capabilities …
[HTML][HTML] Control-oriented model for secondary effects of wake steering
This paper presents a model to incorporate the secondary effects of wake steering in large
arrays of turbines. Previous models have focused on the aerodynamic interaction of wake …
arrays of turbines. Previous models have focused on the aerodynamic interaction of wake …
Wind farm power maximization through wake steering with a new multiple wake model for prediction of turbulence intensity
GW Qian, T Ishihara - Energy, 2021 - Elsevier
A new multiple wake model is developed for wind farm power prediction and wind farm
control. First, numerical simulations are conducted for two wind turbines under different …
control. First, numerical simulations are conducted for two wind turbines under different …
[HTML][HTML] Results from a wake-steering experiment at a commercial wind plant: investigating the wind speed dependence of wake-steering performance
E Simley, P Fleming, N Girard, L Alloin… - Wind Energy …, 2021 - wes.copernicus.org
Wake steering is a wind farm control strategy in which upstream wind turbines are
misaligned with the wind to redirect their wakes away from downstream turbines, thereby …
misaligned with the wind to redirect their wakes away from downstream turbines, thereby …
Wind farm control‐Part I: A review on control system concepts and structures
Wind farm control design is a recently new area of research that has rapidly become a key
enabler for the development of large wind farm projects and their safe and efficient …
enabler for the development of large wind farm projects and their safe and efficient …
[HTML][HTML] Field experiment for open-loop yaw-based wake steering at a commercial onshore wind farm in Italy
BM Doekemeijer, S Kern, S Maturu… - Wind Energy …, 2021 - wes.copernicus.org
The concept of wake steering on wind farms for power maximization has gained significant
popularity over the last decade. Recent field trials described in the literature not only …
popularity over the last decade. Recent field trials described in the literature not only …
Decentralized yaw optimization for maximizing wind farm production based on deep reinforcement learning
Z Deng, C Xu, X Han, Z Cheng, F Xue - Energy Conversion and …, 2023 - Elsevier
This study describes a deep reinforcement learning (DRL) based decentralized yaw
optimization method to maximize the power production of wind farms. Specifically, we apply …
optimization method to maximize the power production of wind farms. Specifically, we apply …