Nonuniform wind farm layout optimization: A state-of-the-art review

S Tao, Q Xu, A Feijóo, G Zheng, J Zhou - Energy, 2020 - Elsevier
This paper presents a review on wind farm (WF) layout optimization with multiple types of
wind turbines (WTs). Compared with uniform WF layout optimization, the three key research …

A review of optimization technologies for large-scale wind farm planning with practical and prospective concerns

T Zuo, Y Zhang, X Xie, K Meng, Z Tong… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Wind energy utilization is essential for realizing global energy transformation. To capture
steady and powerful wind resources, wind turbines tend to be more remotely located with …

Wind farm layout optimization for levelized cost of energy minimization with combined analytical wake model and hybrid optimization strategy

Q Yang, H Li, T Li, X Zhou - Energy Conversion and Management, 2021 - Elsevier
Wind farm layout optimization is a crucial stage for wind farm projects. Most of previous
studies aim to maximize the power generation by optimizing turbine locations using …

Wind farm layout optimization with a three-dimensional Gaussian wake model

S Tao, Q Xu, A Feijóo, G Zheng, J Zhou - Renewable Energy, 2020 - Elsevier
An accurate wake model is essential for the mathematical modeling of a wind farm (WF) and
the optimal positioning of wind turbines (WTs). In order to effectively solve the WF layout …

Joint optimization of wind turbine micrositing and cabling in an offshore wind farm

S Tao, Q Xu, A Feijóo, G Zheng - IEEE Transactions on Smart …, 2020 - ieeexplore.ieee.org
Wind farms (WFs) are important components of smart grid. The modeling and optimal
planning of the WF is preliminary before its construction. In this article, a bi-level multi …

Wind farm layout optimization through optimal wind turbine placement using a hybrid particle swarm optimization and genetic algorithm

TA Qureshi, V Warudkar - Environmental Science and Pollution Research, 2023 - Springer
The placement and configuration of wind turbines (WTs) are the key factors in determining
the performance and energy output of a wind farm (WF). This involves considering various …

A clustering-based approach for wind farm placement in radial distribution systems considering wake effect and a time-acceleration constraint

O Sadeghian, A Oshnoei, M Tarafdar-Hagh… - IEEE Systems …, 2020 - ieeexplore.ieee.org
This article proposes a method based on data clustering for the optimal placement and
sizing of wind farms (WFs) in radial distribution systems considering the wind uncertainty …

Comparative analysis and improvement of grid-based wind farm layout optimization

G Gualtieri - Energy Conversion and Management, 2020 - Elsevier
Among the main grid-based wind farm layout optimization studies addressed in the
literature, 14 layouts have been recomputed by selecting the levelized cost of energy as a …

A comparison of optimizers in a unified standard for optimization on wind farm layout optimization

C Croonenbroeck, D Hennecke - Energy, 2021 - Elsevier
Abstract Wind Farm Layout Optimization (WFLO) is a vivid field of research dealing with the
difficult problem of optimally arranging a given number of wind turbines inside a local area …

A clustering‐based technoeconomic analysis for wind farm and shunt capacitor allocation in radial distribution systems

O Sadeghian, A Oshnoei… - … on Electrical Energy …, 2021 - Wiley Online Library
This article investigates a clustering‐based approach to simultaneously seek the optimal
allocation of wind farm (WF) and shunt capacitor (SC) in distribution systems. The stochastic …