Multi-objective optimization of heat exchangers using a modified teaching-learning-based optimization algorithm

被引:306
作者
Rao, R. Venkata [1 ]
Patel, Vivek [1 ]
机构
[1] SV Natl Inst Technol, Dept Mech Engn, Surat 395007, India
关键词
Plate-fin heat exchanger; Shell and tube heat exchanger; Teaching-learning-based optimization; Genetic algorithm; OPTIMAL-DESIGN; GENETIC ALGORITHMS;
D O I
10.1016/j.apm.2012.03.043
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Teaching-learning-based optimization (TLBO) is a recently developed heuristic algorithm based on the natural phenomenon of teaching-learning process. In the present work, a modified version of the TLBO algorithm is introduced and applied for the multi-objective optimization of heat exchangers. Plate-fin heat exchanger and shell and tube heat exchanger are considered for the optimization. Maximization of heat exchanger effectiveness and minimization of total cost of the exchanger are considered as the objective functions. Two examples are presented to demonstrate the effectiveness and accuracy of the proposed algorithm. The results of optimization using the modified TLBO are validated by comparing with those obtained by using the genetic algorithm (GA). (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:1147 / 1162
页数:16
相关论文
共 29 条
[1]   Jumping gene adaptations of NSGA-II and their use in the multi-objective optimal design of shell and tube heat exchangers [J].
Agarwal, Aaditya ;
Gupta, Santosh K. .
CHEMICAL ENGINEERING RESEARCH & DESIGN, 2008, 86 (A2) :123-139
[2]  
[Anonymous], 2003, FUNDAMENTALS HEAT EX, DOI DOI 10.1002/9780470172605
[3]   Differential evolution strategies for optimal design of shell-and-tube heat exchangers [J].
Babu, B. V. ;
Munawar, S. A. .
CHEMICAL ENGINEERING SCIENCE, 2007, 62 (14) :3720-3739
[4]   Heat exchanger design based on economic optimisation [J].
Caputo, Antonio C. ;
Pelagagge, Pacifico M. ;
Salini, Paolo .
APPLIED THERMAL ENGINEERING, 2008, 28 (10) :1151-1159
[5]   Design optimization of shell-and-tube heat exchangers [J].
Costa, Andre L. H. ;
Queiroz, Eduardo M. .
APPLIED THERMAL ENGINEERING, 2008, 28 (14-15) :1798-1805
[6]   Design optimization of shell and tube heat exchangers using global sensitivity analysis and harmony search algorithm [J].
Fesanghary, M. ;
Damangir, E. ;
Soleimani, I. .
APPLIED THERMAL ENGINEERING, 2009, 29 (5-6) :1026-1031
[7]   Optimization design of shell-and-tube heat exchanger by entropy generation minimization and genetic algorithm [J].
Guo, Jiangfeng ;
Cheng, Lin ;
Xu, Mingtian .
APPLIED THERMAL ENGINEERING, 2009, 29 (14-15) :2954-2960
[8]   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
[9]  
Kays W.M., 1985, COMPACT HEAT EXCHANG
[10]  
Mishra M., 2004, International Journal ofHeat Exchangers, V5, P379