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
收藏
页码：112 / 119
页数：8
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