Research of wind farm layout optimization problem based on PSO algorithm

Wan Zhen Yue; Ming Ming Zhang; Jian Zhong Xu

Research of wind farm layout optimization problem based on PSO algorithm

Wan Zhen Yue
, Ming Ming Zhang^*
, Jian Zhong Xu

^*Corresponding author for this work

CAS - Institute of Engineering Thermophysics
University of Chinese Academy of Sciences

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Abstract

One crucial part of the wind farm design is the optimization of the wind turbine layout, which directly affects the utilization of wind resource and the economy of the wind farm. In this paper, an optimization program based on the Particle Swarm Optimization (PSO) algorithm was developed for the wind turbine layout from a research perspective. Firstly we validated this program by comparing it with other algorithms. Furthermore, we used this program to investigate how the wind speed affects the economy and the optimized layout solution of a wind farm.

Original language	English
Pages (from-to)	1509-1513
Number of pages	5
Journal	Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics
Volume	33
Issue number	9
State	Published - Sep 2012
Externally published	Yes

Keywords

Particle swarm optimization algorithm
Weibull possibility distribution
Wind farm layout optimization

Cite this

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title = "Research of wind farm layout optimization problem based on PSO algorithm",

abstract = "One crucial part of the wind farm design is the optimization of the wind turbine layout, which directly affects the utilization of wind resource and the economy of the wind farm. In this paper, an optimization program based on the Particle Swarm Optimization (PSO) algorithm was developed for the wind turbine layout from a research perspective. Firstly we validated this program by comparing it with other algorithms. Furthermore, we used this program to investigate how the wind speed affects the economy and the optimized layout solution of a wind farm.",

keywords = "Particle swarm optimization algorithm, Weibull possibility distribution, Wind farm layout optimization",

author = "Yue, \{Wan Zhen\} and Zhang, \{Ming Ming\} and Xu, \{Jian Zhong\}",

year = "2012",

month = sep,

language = "英语",

volume = "33",

pages = "1509--1513",

journal = "Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics",

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T1 - Research of wind farm layout optimization problem based on PSO algorithm

AU - Yue, Wan Zhen

AU - Zhang, Ming Ming

AU - Xu, Jian Zhong

PY - 2012/9

Y1 - 2012/9

N2 - One crucial part of the wind farm design is the optimization of the wind turbine layout, which directly affects the utilization of wind resource and the economy of the wind farm. In this paper, an optimization program based on the Particle Swarm Optimization (PSO) algorithm was developed for the wind turbine layout from a research perspective. Firstly we validated this program by comparing it with other algorithms. Furthermore, we used this program to investigate how the wind speed affects the economy and the optimized layout solution of a wind farm.

AB - One crucial part of the wind farm design is the optimization of the wind turbine layout, which directly affects the utilization of wind resource and the economy of the wind farm. In this paper, an optimization program based on the Particle Swarm Optimization (PSO) algorithm was developed for the wind turbine layout from a research perspective. Firstly we validated this program by comparing it with other algorithms. Furthermore, we used this program to investigate how the wind speed affects the economy and the optimized layout solution of a wind farm.

KW - Particle swarm optimization algorithm

KW - Weibull possibility distribution

KW - Wind farm layout optimization

UR - https://www.scopus.com/pages/publications/84867866439

M3 - 文章

AN - SCOPUS:84867866439

SN - 0253-231X

VL - 33

SP - 1509

EP - 1513

JO - Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics

JF - Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics

IS - 9

ER -

Research of wind farm layout optimization problem based on PSO algorithm

Abstract

Keywords

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