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
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
  • [1] Optimization of a Finned Shell and Tube Heat Exchanger Using a Multi-Objective Optimization Genetic Algorithm
    Sadeghzadeh, Heidar
    Aliehyaei, Mehdi
    Rosen, Marc A.
    SUSTAINABILITY, 2015, 7 (09) : 11679 - 11695
  • [2] Multi-objective optimization of a plate and frame heat exchanger via genetic algorithm
    Hamidreza Najafi
    Behzad Najafi
    Heat and Mass Transfer, 2010, 46 : 639 - 647
  • [3] Multi-objective optimization of a plain fin-and-tube heat exchanger using genetic algorithm
    Juan D.
    Qin Q.Z.
    Thermal Engineering, 2014, 61 (4) : 309 - 317
  • [4] Multi-objective optimization of plate heat exchanger for commercial electric vehicle based on genetic algorithm
    Meng, Lingqin
    Liu, Jiaxin
    Bi, Jiaming
    Ozdemir, Enver Doruk
    Aksel, Mehmet Haluk
    CASE STUDIES IN THERMAL ENGINEERING, 2023, 41
  • [5] Thermal-economic multi-objective optimization of plate fin heat exchanger using genetic algorithm
    Sanaye, Sepehr
    Hajabdollahi, Hassan
    APPLIED ENERGY, 2010, 87 (06) : 1893 - 1902
  • [6] Multi-objective shape optimization of a plate-fin heat exchanger using CFD and multi-objective genetic algorithm
    Liu, Chunbao
    Bu, Weiyang
    Xu, Dong
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2017, 111 : 65 - 82
  • [7] Multi-objective optimization of a plate and frame heat exchanger via genetic algorithm
    Najafi, Hamidreza
    Najafi, Behzad
    HEAT AND MASS TRANSFER, 2010, 46 (06) : 639 - 647
  • [8] Thermal and hydraulic optimization of plate heat exchanger using multi objective genetic algorithm
    Imran, Muhammad
    Pambudi, Nugroho Agung
    Farooq, Muhammad
    CASE STUDIES IN THERMAL ENGINEERING, 2017, 10 : 570 - 578
  • [9] Design and Manufacture of a Heat Exchanger for Industrial Fast Axial Flow CO2 Lasers
    Ghoochani, D. Esmaeilpour
    Dehghan, G. H.
    Hasanvand, M.
    Jelvani, S.
    Montazerolghaem, M.
    LASERS IN ENGINEERING, 2011, 21 (5-6) : 305 - 318
  • [10] Multi-objective optimization of helical baffles in the shell-and-tube heat exchanger by computational fluid dynamics and genetic algorithm
    Daneshparvar, Mohammad Ramin
    Beigzadeh, Reza
    ENERGY REPORTS, 2022, 8 : 11064 - 11077