In the current optimization for plate fin heat exchanger with offset fins
simultaneous multi-parameter optimization is rarely considered
or researches usually depend on empirical relations. A strategy by genetic algorithm(GA)combined with Kriging response surface is proposed
where the Kriging response surface provides an approximate relationship between the objective function and design variables. The fin height h
fin space s
fin thickness t and interrupted length j of offset fins are taken as four optimization parameters
while maximum j factor
minimum f factor and maximum F
TEF
factor as three single objective functions at Reynolds number of 800. The results show that the effects of the fin height and fin spa
ce on the overall performance F
TEF
factor are positive and the effects of the fin thickness and the interrupted length are negative; the heat exchanger performance reaches the optimum as fin height h=9.5 mm
fin space s=2.1 mm
fin thickness t=0.1 mm and interrupted length l=3 mm; the genetic algorithm combined with Kriging response surface eliminates the dependence on empirical relations.
关键词
Keywords
references
SHAH R K, WEBB L. Compact and enhanced heat exchangers: heat exchangers theory and practice [M]. Washington, DC, USA: Hemisphere, 1983: 425-468.
HOLLAND J H. Outline for a logical theory of adaptive systems [J]. Journal of the Association for Computing Machinery, 1962, 9(3): 297-314.
PENG H, LING X. Optimal design approach for the plate-fin heat exchangers using neural networks cooperated with genetic algorithms [J]. Appl Therm Eng 2008, 28(5/6): 642-650.
XIE G N, SUNDEN B, WANG Q W. Optimization of compact heat exchangers by a genetic algorithm [J]. Appl Therm Eng, 2008, 28(8/9): 895-906.
XIE Gongnan, WANG Qiuwang. Geometrical optimization design of plate-fin heat exchanger using genetic algorithm [J]. Proceedings of the CSEE, 2006, 26(7): 53-57.
GUO Jiangfeng, XU Mingtian, CHENG Lin. Optimization design of plate-fin heat exchanger based on entransy dissipation number minimization [J]. Journal of Engineering Thermophysics, 2011, 32(5): 827-831.
MISHRA M, DAS P K, SUNIL S. Second law based optimization of crossflow plate-fin heat exchanger design using genetic algorithm [J]. Appl Therm Eng, 2009, 29(14): 2983-2989.
GHOLAP A K, KHAN J A. Design and multi-objective optimization of heat exchangers for refrigerators [J]. Applied Energy, 2007, 84(12): 1226-1239.
HILBERT R, JANIGA G, BARON R, et al. Multi-objective shape optimization of a heat exchanger using parallel genetic algorithms [J]. Int J of Heat Mass Transfer, 2006, 49(15/16): 2567-2577.
NAJAFI H, NAJAFI B, HOSEINPOORI P. Energy and cost optimization of a plate and fin heat exchanger using genetic algorithm [J]. Appl Therm Eng, 2011, 31(10): 1839-1847.
KAYS W M, LONDON A L. Compact heat exchanger [M]. 2nd ed. New York, USA: McGraw-Hill, 1964: 97-112.
WIETING A R. Empirical correlations for heat transfer and flow friction characteristics of rectangular offset-fin plate-fin heat exchangers [J]. J Heat Transfer, 1975, 97(3): 488-490.
JOSHI H M, WEBB R L. Heat transfer and friction in the offset-strip fin heat exchangers [J]. Int J of Heat Mass Transfer, 1987, 30(1): 69-84.
MANSON S V. Correlations of heat transfer data and of friction data for interrupted plane fins staggered in successive rows, NACA tech note 2237 [R]. Washington, DC, USA: National Advisory Committee for Aeronautics, 1950.
MOCHIZUKI S, YAGI Y, YANG W J. Transport phenomena in stacks of interrupted parallel-plate surfaces [J]. Exp Heat Transfer, 1987, 1(2): 127-140.
DUBROVSKY E V, VASILIEV V Y. Enhancement of convective heat transfer in rectangular ducts of interrupted surfaces [J]. Int J of Heat Mass Transfer, 1988, 31(4): 807-818.
MANGLIK R M, BERGLES A E. Heat transfer and pressure drop correlations for the rectangular offset strip fin compact heat exchanger [J]. Exp Therm Fluid Sci, 1995, 10(2): 171-180.
KIM M S, LEE J, YOOK S J, et al. Correlations and optimization of a heat exchanger with offset-strip fins [J]. Int J of Heat Mass Transfer, 2011, 54(9/10): 2073-2079.
YANG Y J, LI Y Z. General prediction of the thermal hydraulic performance for plate-fin heat exchanger with offset strip fins [J]. Int J of Heat Mass Transfer, 2014, 78(7): 860-870.
WANG G G, SHAN S. Review of metamodeling techniques in support of engineering design optimization [J]. Journal of Mechanical Design, 2007, 129(4): 370-380.
SACKS J, WELCH W J, MITCHELL T J, et al. Design and analysis of computer experiments [J]. Statistical Science, 1989, 4(4): 409-435.
An Optimal Design Method of Ultrasonic Liquid Level Transducer
Optimization of Flow and Heat Transfer Performance for Double-Rim Squealer Tip in Gas Turbines
Optimized Epithermal Neutron Field Design Based on D-D Neutron Source
Experimental and Numerical Investigation of Flow and Heat Transfer and Ortho-Para Hydrogen Conversion Performance in a Catalyst-Filled Plate-Fin Heat Exchanger
Knowledge Graph Representation Learning Driven by Semantic Discrimination and Subgraph Integration
Related Author
贺国 1
王豪 1
2
史日安 2
LI Haoyu
HE Kun
YAN Xin
JIANG Quanxu
Related Institution
College of Naval Architecture and Power, Naval University of Engineering
School of Energy and Power Engineering,Xi’an Jiaotong University
华硼中子科技(杭州)有限公司,310000,杭州Hua Boron Neutron Technology(Hangzhou)Co., Ltd., Hangzhou 310000, China