A site-specific design of a fixed-pitch fixed-speed wind turbine blade for energy optimization using surrogate models

被引：18

作者：

Carrasco, Arturo Del Valle ^{[1
]}

Valles-Rosales, Delia J. ^{[1
]}

Mendez, Luis C. ^{[2
]}

Rodriguez, Manuel I. ^{[2
]}

机构：

[1] New Mexico State Univ, Dept Ind Engn, MSC 4230 ECIII,POB 30001, Las Cruces, NM 88003 USA

[2] Univ Autonoma Ciudad Juarez, Fac Ingn Ind, Av Del Charro,450 Nte, A-P1594-D, Juarez 32210, Mexico

来源：

RENEWABLE ENERGY | 2016年 / 88卷

关键词：

BEM; Kriging; Optimization; HAWT; Wind energy; AERODYNAMIC PERFORMANCE; AIRFOILS; ROTOR;

D O I：

10.1016/j.renene.2015.11.018

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

This work seeks to add a new approach to optimize a wind turbine blade's performance by implementing a surrogate model using the Kriging function with the chord, twist and the use of 3 different airfoils as design variables for the maximization of the Annual Energy Production. A combination of Genetic Algorithms and the SQP method for Local Search are used to exploit the model. A baseline design of the blade starts with a replica of the Phase VI blade utilized in a NASA-Ames experiment and a MatLab script utilizes the Blade Element Momentum Theory (BEM) for the aerodynamic analysis. Results show a 23% improvement in energy production by using this method. (C) 2015 Elsevier Ltd. All rights reserved.

引用

页码：112 / 119

页数：8

共 31 条

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