Wind turbine wake control strategies: A review and concept proposal

R Nash, R Nouri, A Vasel-Be-Hagh - Energy Conversion and Management, 2021 - Elsevier
A wind farm's overall power production is significantly less than its nominal power, defined
as the sum of the wind turbines' rated outputs. The primary cause for this significant loss is …

Review on optimisation methods of wind farm array under three classical wind condition problems

F Azlan, JC Kurnia, BT Tan, MZ Ismadi - Renewable and Sustainable …, 2021 - Elsevier
The arrangement of wind turbines in clusters presents two noteworthy issues:(1) diminished
power generation brought about by wake wind speed deficits and (2) expanded unique …

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 …

Wind farm layout optimization for wake effect uniformity

K Yang, G Kwak, K Cho, J Huh - Energy, 2019 - Elsevier
The basic objective of wind farm layout optimization is to maximize the energy produced by
wind farms. However, when wind turbines are arranged in a limited space like an onshore …

Design optimization of offshore wind farms with multiple types of wind turbines

J Feng, WZ Shen - Applied Energy, 2017 - Elsevier
Most studies on offshore wind farm design assume a uniform wind farm, which consists of an
identical type of wind turbines. In order to further reduce the cost of energy, we investigate …

Multi-objective lightning search algorithm applied to wind farm layout optimization

SR Moreno, J Pierezan, L dos Santos Coelho… - Energy, 2021 - Elsevier
The wind farm layout design is an expansive and complex task involving a wide knowledge.
Usually, attention is given on high energy efficiency, considering as active constraints the …

A chaotic local search-based particle swarm optimizer for large-scale complex wind farm layout optimization

Z Lei, S Gao, Z Zhang, H Yang… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
Wind energy has been widely applied in power generation to alleviate climate problems.
The wind turbine layout of a wind farm is a primary factor of impacting power conversion …

Large-eddy simulation of a utility-scale wind farm in complex terrain

X Yang, M Pakula, F Sotiropoulos - Applied energy, 2018 - Elsevier
Site-specific wind farm design must take into account the effects of site-specific terrain
topography. Large-eddy simulation (LES) is a promising approach for simulating the site …

Democratic joint operations algorithm for optimal power extraction of PMSG based wind energy conversion system

B Yang, T Yu, H Shu, X Zhang, K Qu, L Jiang - Energy Conversion and …, 2018 - Elsevier
This paper proposes a novel military philosophy inspired meta-heuristic algorithm called
democratic joint operations algorithm (DJOA), which attempts to find the optimal parameters …

Optimizing the layout of onshore wind farms to minimize noise

X Wu, W Hu, Q Huang, C Chen, MZ Jacobson, Z Chen - Applied Energy, 2020 - Elsevier
As wind farm numbers and areas increase worldwide, it has become increasingly important
to examine the impact of wind energy on the surrounding environment. One effect in some …