Optimal design of horizontal-axis wind turbines using blade-element theory and evolutionary computation

被引:113
作者
Benini, E [1 ]
Toffolo, A [1 ]
机构
[1] Univ Padua, Dipartimento Ingn Meccan, I-35131 Padua, Italy
来源
JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME | 2002年 / 124卷 / 04期
关键词
HAWT; stall-regulated turbines; aerodynamic design; evolutionary computation; genetic algorithms; multi-objective design;
D O I
10.1115/1.1510868
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper describes a. multi-objective optimization method for the design of stall-regulated horizontal-axis wind turbines. Two modules are used for this purpose: an aerodynamic model implementing the blade-element theory and a multi-objective evolutionary algorithm. The former provides a sufficiently accurate solution of the flow field around the rotor disc; the latter handles the decision variables of the optimization problem, i.e., the main geometrical parameters of the rotor configuration, and promotes function optimization. The scope of the method is to achieve the best trade-off performance between two objectives: annual energy production per square meter of wind park (to be maximized) and cost of energy (to be minimized). Examples of the best solutions found by the method are described and their performance compared with those of commercial wind turbines.
引用
收藏
页码:357 / 363
页数:7
相关论文
共 14 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]  
[Anonymous], PERFORMANCE ANAL HOR
[3]  
Belessis MA, 1996, P EUR UN WIND EN C E, P124
[4]  
Bertagnolio F., 2001, RISOR1280EN RIS NAT
[5]  
Corrigan J.J., 1994, AM HEL SOC AER SPEC, V21
[6]   Optimization method for wind turbine rotors [J].
Fuglsang, P ;
Madsen, HA .
JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS, 1999, 80 (1-2) :191-206
[7]  
Fuglsang P., 1995, RISOR799EN RIS NAT L
[8]  
GIGUERE P, 1999, NRELCP55026091
[9]  
MORGAN CA, 1988, WIND EN CONV P 1988, P143
[10]  
RAJ N, 1998, AM WIND EN ASS WINDP