Wake effect modeling: A review of wind farm layout optimization using Jensen׳ s model

R Shakoor, MY Hassan, A Raheem, YK Wu - Renewable and Sustainable …, 2016 - Elsevier
The layout scheme of wind farms is a challenging job having many design objectives and
constraints due to the multiple wake phenomenon. Wake effect calculation is one of the …

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 …

Optimization classification, algorithms and tools for renewable energy: A review

M Iqbal, M Azam, M Naeem, AS Khwaja… - … and sustainable energy …, 2014 - Elsevier
Renewable energy technologies׳ systems are major components of the strategy to reduce
harmful emissions and deal with depleting energy resources. It is necessary to deploy …

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 …

Comparative performance of twelve metaheuristics for wind farm layout optimisation

T Kunakote, N Sabangban, S Kumar, GG Tejani… - … Methods in Engineering, 2022 - Springer
This work bridges two research fields ie metaheuristics and wind farm layout design.
Comparative performance of twelve metaheuristics (MHs) on wind farm layout optimisation …

Variable neighborhood search for large offshore wind farm layout optimization

D Cazzaro, D Pisinger - Computers & Operations Research, 2022 - Elsevier
The task of the offshore Wind Farm Layout Optimization Problem (WFLOP) is to place n wind
turbines at a subset of k available positions to maximize power production and minimize …

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 …

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 …

Optimal placement of wind turbines in wind farm layout using particle swarm optimization

P Asaah, L Hao, J Ji - Journal of Modern Power Systems and …, 2021 - ieeexplore.ieee.org
An optimal geographical location of wind turbines can ensure the optimum total energy
output of a wind farm. This study introduces a new solution to the optimization of wind farm …

Wind farm layout optimization on complex terrains–Integrating a CFD wake model with mixed-integer programming

JYJ Kuo, DA Romero, JC Beck, CH Amon - Applied Energy, 2016 - Elsevier
In recent years, wind farm optimization has received much attention in the literature. The aim
of wind farm design is to maximize energy production while minimizing costs. The wind farm …