A review of offshore wind farm layout optimization and electrical system design methods

P Hou, J Zhu, K Ma, G Yang, W Hu… - Journal of Modern …, 2019 - ieeexplore.ieee.org
There is more wind with less turbulence offshore compared with an onshore case, which
drives the development of the offshore wind farm worldwide. Since a huge amount of money …

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 …

A new wake model and comparison of eight algorithms for layout optimization of wind farms in complex terrain

R Brogna, J Feng, JN Sørensen, WZ Shen… - Applied energy, 2020 - Elsevier
Layout optimization of wind farms constitutes an important and challenging task in complex
terrain. This is especially due to the complex interactions of the boundary layer flows in …

Investigation and validation of 3D wake model for horizontal-axis wind turbines based on filed measurements

X Gao, B Li, T Wang, H Sun, H Yang, Y Li, Y Wang… - Applied Energy, 2020 - Elsevier
To further investigate the three-dimensional wake profiles for horizontal-axis wind turbines, a
three-dimensional Jensen-Gaussian (3DJG) wake model is proposed and validated using …

Identification of optimal wind, solar and hybrid wind-solar farming sites using fuzzy logic modelling

AZ Dhunny, JRS Doorga, Z Allam, MR Lollchund… - Energy, 2019 - Elsevier
In this paper, an analytical framework is developed using fuzzy logic to evaluate optimal
sites for wind, solar and hybrid wind-solar farms; using criterial components for energy …

Wind farm hub height optimization

A Vasel-Be-Hagh, CL Archer - Applied energy, 2017 - Elsevier
The objective of this study is to assess the effect of hub height optimization on the Annual
Energy Production (AEP) of a wind farm. The only optimization variable is the hub height of …

A two-dimensional model based on the expansion of physical wake boundary for wind-turbine wakes

M Ge, Y Wu, Y Liu, Q Li - Applied energy, 2019 - Elsevier
Abstract Two-dimensional (2D) wake models with a self-similar Gaussian shape of velocity
deficit are highly accurate in predicting wind-turbine wakes. To better leverage their …

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 …