Multi-objective Optimization of a Plate-finned Tube Heat Exchanger for Fast Axial Flow CO2 Lasers Using a Genetic Algorithm

被引：0
作者：
Ghoochani, D. Esmaeilpour [1 ]
Dehghan, G. H. [1 ]
Hasanvand, M. [1 ]
Jelvani, S. [1 ]
Montazerolghaem, M. [1 ]
机构：
[1] Laser & Opt Res Sch NSTRI, Tehran 1439951113, Iran
来源：
LASERS IN ENGINEERING | 2014年 / 29卷 / 5-6期
关键词：
CO2; laser; fast axial flow (FAF); plate finned tube heat exchanger; pressure drop; multi-objective optimization; Genetic algorithm; NSGA-II;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this paper thermal modeling and optimal design of a heat exchanger for the fast axial flow (FAF) CO, laser cooling system are presented. The log mean temperature difference (LMTD) method is applied to estimate the heat exchange performance. The tube diameter, tube pitch, tube length, number of tubes in face and depth, tube passes and fin numbers are considered as seven design parameters. Fast and elitist Non-dominated Sorting Genetic-Algorithm (NSGA-II) is applied to obtain the minimum heat exchange surface area and pressure drop as two objective functions. The results of optimal designs are a set of multiple optimum solutions, called "Pareto optimal solutions".
引用
收藏
页码：271 / 290
页数：20
相关论文
共 50 条
  • [31] Multi-objective optimization of elliptical tube fin heat exchangers based on neural networks and genetic algorithm
    Zhang, Tianyi
    Chen, Lei
    Wang, Jin
    ENERGY, 2023, 269
  • [32] Systematic analysis of the heat exchanger arrangement problem using multi-objective genetic optimization
    Daroczy, Laszlo
    Janiga, Gabor
    Thevenin, Dominique
    ENERGY, 2014, 65 : 364 - 373
  • [33] Single- and multi-objective optimization of a plate-fin heat exchanger with offset strip fins adopting the genetic algorithm
    Song, Rui
    Cui, Mengmeng
    APPLIED THERMAL ENGINEERING, 2019, 159
  • [34] Optimization of Fast Axial Flow CO2 Laser Amplifier Parameters Based on Genetic Algorithm
    You, Cong
    Huang, Wei
    Lin, Gaojie
    Li, Bo
    Zhao, Jiang
    Hu, Youyou
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2024, 51 (07):
  • [35] Numerical modeling and multi-objective optimization of a novel cross-flow heat exchanger with rotated aligned tube bank
    KunYu Wang
    Lin Cheng
    Science China Technological Sciences, 2018, 61 : 982 - 993
  • [36] Numerical modeling and multi-objective optimization of a novel cross-flow heat exchanger with rotated aligned tube bank
    WANG KunYu
    CHENG Lin
    Science China(Technological Sciences), 2018, (07) : 982 - 993
  • [37] Multi-objective Optimization for Axial Flow Fan Based on BP Neural Network and Genetic Algorithm
    Hang, Jie
    Gao, Dian-Rong
    Li, Yunhua
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2018, 39 (05): : 433 - 442
  • [38] Thermo-entropic analysis and multi-objective optimization of wavy lobed heat exchanger tube using DOE, RSM, and NSGA II algorithm
    Hadibafekr, Sajed
    Mirzaee, Iraj
    Khalilian, Morteza
    Shirvani, Hassan
    INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2023, 184
  • [39] Multi-objective Optimization by Using Modified PSO Algorithm for Axial Flow Pump Impeller
    Park, H. S.
    Miao, Fu-qing
    SIMULATION AND MODELING METHODOLOGIES, TECHNOLOGIES AND APPLICATIONS (SIMULTECH), 2015, 319 : 223 - 237
  • [40] Experimental and numerical study on the heat transfer and flow characteristics of convex plate heat exchanger based on multi-objective optimization
    Wang, Dingbiao
    Zhang, Haoran
    Wang, Guanghui
    Yuan, Honglin
    Peng, Xu
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2023, 202
12345