A review of physical and numerical modeling techniques for horizontal-axis wind turbine wakes

MM Amiri, M Shadman, SF Estefen - Renewable and Sustainable Energy …, 2024 - Elsevier
Wake effects within a wind farm are identified as one of the main factors impacting wind farm
power production and fatigue loading on wind turbines' structural elements. An efficient …

Artificial intelligence-aided wind plant optimization for nationwide evaluation of land use and economic benefits of wake steering

D Harrison-Atlas, A Glaws, RN King, E Lantz - Nature Energy, 2024 - nature.com
If clean energy pathways are to harness massive increases in wind power, innovations with
broad geographic viability will be needed to support buildout in diverse locations. However …

Three-Dimensional Dynamic Wake Model For Real-Time Wind Farm Simulation

V Kipke, C Sourkounis - 2024 32nd Mediterranean Conference …, 2024 - ieeexplore.ieee.org
This paper presents the modeling framework Smart WindPark Laboratory Wind Flow Model
for real-time capable and three-dimensional dynamic wind farm simulation. Coupling it to a …

[HTML][HTML] Learning to optimise wind farms with graph transformers

S Li, A Robert, AA Faisal, MD Piggott - Applied Energy, 2024 - Elsevier
This work proposes a novel data-driven model capable of providing accurate predictions for
the power generation of all wind turbines in wind farms of arbitrary layout, yaw angle …

Risk-informed integrated design optimization for offshore wind farm electrical systems

M Liu, DG Lu, J Qin, YZ Miao, WH Zhang, JS Zhu… - Reliability Engineering & …, 2024 - Elsevier
The present paper develops and presents a risk-informed framework for the design of
electrical systems of offshore wind farms. The framework provides a consistent theoretical …

An improved formulation for the wake-added turbulence for intra-farm and farm-to-farm wake modeling

N Zehtabiyan-Rezaie, JP Justsen, M Abkar - arXiv preprint arXiv …, 2024 - arxiv.org
In this study, we present an improved formulation for the wake-added turbulence to enhance
the accuracy of intra-farm and farm-to-farm wake modeling through analytical frameworks …