Energy and cost optimization of a plate and fin heat exchanger using genetic algorithm

被引:214
作者
Najafi, Hamidreza [1 ]
Najafi, Behzad [2 ]
Hoseinpoori, Pooya [3 ]
机构
[1] Univ Alabama, Dept Mech Engn, Tuscaloosa, AL 35487 USA
[2] Politecn Milan, Dept Energy Engn, Piacenza, Italy
[3] KN Toosi Univ Technol, Dept Mech Engn, Tehran, Iran
关键词
Plate and fin heat exchanger; Optimal design; Genetic algorithm; Sensitivity analysis; OPTIMAL-DESIGN; MULTIOBJECTIVE OPTIMIZATION;
D O I
10.1016/j.applthermaleng.2011.02.031
中图分类号
O414.1 [热力学];
学科分类号
摘要
In the present paper, a plate and fin heat exchanger is considered and air, as an ideal gas, is defined in both sides of the heat exchanger as the working fluid. Several geometric variables within the logical constraints are considered as optimization parameters. Two different objective functions including the total rate of heat transfer and the total annual cost of the system are defined. Since mentioned objectives are conflicting, no single solution can well-satisfy both objective functions simultaneously. In other words, any attempt to increase the value of the total rate of heat transfer leads to the higher total cost of the system which is certainly undesirable. Therefore, multi-objective optimization using genetic algorithm is utilized in order to achieve a set of optimal solutions, each of which is a trade-off between objectives and can satisfy both objective functions in an appropriate level. The main advantage of this work is providing a set of optimal solutions each of which can be selected by the designer based on the project's limits and the available investment. A sensitivity analysis is also presented in order to investigate the effect of some geometric parameters on each objective functions. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1839 / 1847
页数:9
相关论文
共 22 条
[1]  
Aminian K., 1999, THERMOACOUSTIC LIQUEFACTION OF COAL MINE METHANE TO PRODUCE LNG FOR HEAVY VEHICLE APPLICAITONS
[2]  
Bejan A., 1977, Transactions of the ASME. Series C, Journal of Heat Transfer, V99, P374, DOI 10.1115/1.3450705
[3]   A genetic algorithm for fin profile optimization [J].
Fabbri, G .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 1997, 40 (09) :2165-2172
[4]  
Genceli OF, 1999, Heat exchangers
[5]   Design and multi-objective optimization of heat exchangers for refrigerators [J].
Gholap, A. K. ;
Khan, J. A. .
APPLIED ENERGY, 2007, 84 (12) :1226-1239
[6]  
Goldberg D.E., 2000, GENETIC ALGORITHMS S
[7]   Multi-objective shape optimization of a heat exchanger using parallel genetic algorithms [J].
Hilbert, Renan ;
Janiga, Gabor ;
Baron, Romain ;
Thevenin, Dominique .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2006, 49 (15-16) :2567-2577
[8]  
Holland J.H., 1992, Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence
[9]  
Incropera F.P., 1998, FUNDAMENTALS HEAT MA, V4th
[10]  
JEGEDE FO, 1992, CHEM ENG RES DES, V70, P133