A genetic algorithm for optimization design of thermoacoustic refrigerators

被引:0
作者
Srikitsuwan, Sawantit [1 ]
Kuntanapreeda, Suwat [1 ]
Vallikul, Pumyos [1 ]
机构
[1] King Mongkuts Inst Technol North Bangkok, Fac Engn, Dept Mech Engn, Bangkok 10800, Thailand
来源
NEW ADVANCES IN SIMULATION, MODELLING AND OPTIMIZATION (SMO '07) | 2007年
关键词
thermoacoustic refrigerator; genetic algorithm; optimization;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the recent years extensive research efforts have been made to develop alternative refrigeration technologies that are environmentally safe. Among of these are thermoacoustic refrigeration and pulse-tube technologies. The thermoacoustic refrigerators are devices which use acoustic power to pump heat. However, the efficiency of the thermoacoustic refrigerators currently is not competitive the conventional refrigerators. In this paper we present an alternative optimization design approach based on the multi-population genetic algorithms to maximize the efficiency of the thermoacoustic refrigerators. Since the governing equation of the thermoacoustic refrigerators is a system of two-point boundary-value differential equations, we impose a two-point boundary-value problem solver into the genetic algorithm such that the algorithm can solve the governing equation and do optimization at the same time. The results show that the modified genetic algorithm is able to obtain the design variables that maximize.
引用
收藏
页码:207 / +
页数:2
相关论文
共 9 条
[1]  
CAUTUPAZ E, 1997, 97003 U ILL ILL GEN
[2]   ANALYSIS OF BASIC PULSE-TUBE REFRIGERATOR WITH REGENERATOR [J].
DEBOER, PCT .
CRYOGENICS, 1995, 35 (09) :547-553
[3]  
GAUPT RL, 1998, PRACTICAL GENETIC AL
[4]  
Goldberg D.E, 1989, GENETIC ALGORITHMS S
[5]  
Kincaid D., 1990, NUMERICAL ANAL MATH
[6]  
MINNER BL, 1997, ASHRAE, V103, P1
[7]   THERMOACOUSTIC ENGINES [J].
SWIFT, GW .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1988, 84 (04) :1145-1180
[8]  
SWIFT GW, 1995, THERMOACOUSTICS ENGI, P22
[9]   Design optimization of thermoacoustic refrigerators [J].
Wetzel, M ;
Herman, C .
INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID, 1997, 20 (01) :3-21