Evaluating the performance of various algorithms for wind energy optimization: a hybrid decision-making model

A Ala, A Mahmoudi, S Mirjalili, V Simic… - Expert Systems with …, 2023 - Elsevier
Wind resource is one of the most promising renewable energy, which has become a suitable
replacement for fossil fuels. Optimizing the transferring wind energy from a wind turbine is …

Wind farm layout optimization using adaptive evolutionary algorithm with Monte Carlo Tree Search reinforcement learning

F Bai, X Ju, S Wang, W Zhou, F Liu - Energy Conversion and Management, 2022 - Elsevier
Recent years have witnessed an enormous growth of wind farm capacity worldwide. Due to
the wake effect, the velocity of incoming wind is reduced for the wind turbines in the …

[HTML][HTML] Control-oriented model for secondary effects of wake steering

J King, P Fleming, R King… - Wind Energy …, 2021 - wes.copernicus.org
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 …

Wind Farm Layout Optimization (WindFLO): An advanced framework for fast wind farm analysis and optimization

SR Reddy - Applied Energy, 2020 - Elsevier
A new framework for Wind Farm Layout Optimization (WindFLO) is developed to accelerate
the design of wind farms. The framework provides a large set of analytical wake models and …

[HTML][HTML] A comparison of eight optimization methods applied to a wind farm layout optimization problem

JJ Thomas, NF Baker, P Malisani… - Wind Energy …, 2023 - wes.copernicus.org
Selecting a wind farm layout optimization method is difficult. Comparisons between
optimization methods in different papers can be uncertain due to the difficulty of exactly …

[HTML][HTML] Topology optimization of wind farm layouts

N Pollini - Renewable Energy, 2022 - Elsevier
A novel approach for the solution of the wind farm layout optimization problem is presented.
The annual energy production is maximized with constraints on the minimum and maximum …

Evaluation of the potential for wake steering for US land-based wind power plants

D Bensason, E Simley, O Roberts, P Fleming… - Journal of Renewable …, 2021 - pubs.aip.org
The wind power plant-wide control strategy known as wake steering involves the
misalignment of upstream turbines with the wind direction to deflect wakes away from …

The Coriolis force and the direction of rotation of the blades significantly affect the wake of wind turbines

R Nouri, A Vasel-Be-Hagh, CL Archer - Applied Energy, 2020 - Elsevier
The aerodynamic interactions of wind turbines within a wind farm cause major energy
losses. Yaw control is a promising active strategy to tackle this issue in real time during the …

An optimization framework for wind farm layout design using CFD-based Kriging model

Z Wang, Y Tu, K Zhang, Z Han, Y Cao, D Zhou - Ocean Engineering, 2024 - Elsevier
Wind farm layout optimization (WFLO) seeks to alleviate the wake loss and maximize wind
farm power output efficiency, and is a crucial process in the design and planning of wind …

Wake expansion continuation: Multi‐modality reduction in the wind farm layout optimization problem

JJ Thomas, S McOmber, A Ning - Wind Energy, 2022 - Wiley Online Library
In this paper we present a continuation optimization method for reducing multi‐modality in
the wind farm layout optimization problem that we call wake expansion continuation (WEC) …