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 …

[HTML][HTML] Persistence in complex systems

S Salcedo-Sanz, D Casillas-Pérez, J Del Ser… - Physics Reports, 2022 - Elsevier
Persistence is an important characteristic of many complex systems in nature, related to how
long the system remains at a certain state before changing to a different one. The study of …

American zebra optimization algorithm for global optimization problems

S Mohapatra, P Mohapatra - Scientific Reports, 2023 - nature.com
A novel bio-inspired meta-heuristic algorithm, namely the American zebra optimization
algorithm (AZOA), which mimics the social behaviour of American zebras in the wild, is …

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 …

Wind farm layout optimization in complex terrain based on CFD and IGA-PSO

W Hu, Q Yang, Z Yuan, F Yang - Energy, 2024 - Elsevier
A novel hybrid method is proposed for wind farm layout optimization in complex terrain.
Firstly, an elliptical modeling method is presented with the Witoszynski-shaped transition …

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] Enhanced opposition-based grey wolf optimizer for global optimization and engineering design problems

V Chandran, P Mohapatra - Alexandria Engineering Journal, 2023 - Elsevier
A recently developed swarm-based meta-heuristic algorithm namely Grey Wolf Optimization
algorithm (GWO), which is based on the hunting and leadership behaviours of the grey …

Multi-objective turbine allocation on a wind farm site

AE Dincer, A Demir, K Yılmaz - Applied Energy, 2024 - Elsevier
Abstract The Multi-Objective Turbine Allocation (MOTA) method is introduced as a novel
approach for wind farm layout optimization and site selection. By incorporating Geographic …

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 …

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 …