Optimization design of slotted fin by numerical simulation coupled with genetic algorithm

Using a novel method that couples genetic algorithm (GA) with numerical simulation, the geometric configuration for a two-dimensional slotted fin has been optimized in this paper. The objective of optimization is to maximize the heat transfer capacity of slotted fin, and minimize the pressure drop penalty of fluid flow through the fin. The key of this method is the fitness function of GA, which were (j/j0)/(f/f0) and j/j0. In this complex multiparameter problem, the numerical simulation is a crucial step to calculate the Colburn factor j and friction factor f. The results showed that for two-dimensional slotted fin considered, the j factor is increased by 229.22%, the f factor is increased by 196.30%, and the j/f ratio was increased by 11.11% at Re=500 based on optimal integrated performance (j/j0)/(f/f0); the j factor is increased by 479.08% at Re=500 based on optimal heat exchange capacity j/j0. The feasibility of optimal designs was verified by the field synergy principle.

[1]  Ya-Ling He,et al.  Numerical study of local heat transfer coefficient and fin efficiency of wavy fin-and-tube heat exchangers , 2007 .

[2]  菅 宏明 小型高効率熱交換器 (空調技術 ) -- (要素技術) , 1989 .

[3]  Wen-Quan Tao,et al.  Three-Dimensional Numerical Simulation on Laminar Heat Transfer and Fluid Flow Characteristics of Strip Fin Surface With X-Arrangement of Strips , 2004 .

[4]  Wei Zhang,et al.  Three-dimensional numerical study of heat transfer characteristics of plain plate fin-and-tube heat exchangers from view point of field synergy principle , 2005 .

[5]  Wen-Quan Tao,et al.  Field synergy principle for enhancing convective heat transfer--its extension and numerical verifications , 2002 .

[6]  Kwan-Soo Lee,et al.  Influence of design parameters on the heat transfer and flow friction characteristics of the heat exchanger with slit fins , 2000 .

[7]  Gongnan Xie,et al.  Experimental Study and Genetic-Algorithm-Based Correlation on Pressure Drop and Heat Transfer Performances of a Cross-Corrugated Primary Surface Heat Exchanger , 2009 .

[8]  Wen-Quan Tao,et al.  A unified analysis on enhancing single phase convective heat transfer with field synergy principle , 2002 .

[9]  Chi-Chuan Wang,et al.  An experimental study of the airside performance of the superslit fin-and-tube heat exchangers , 2000 .

[10]  Bu-Xuan Wang,et al.  A novel concept for convective heat transfer enhancement , 1998 .

[11]  Kwan-Soo Lee,et al.  Investigation of heat transfer characteristics on various kinds of fin-and-tube heat exchangers with interrupted surfaces , 1999 .

[12]  Guoliang Ding,et al.  Application of a genetic algorithm to optimize the refrigerant circuit of fin-and-tube heat exchangers for maximum heat transfer or shortest tube , 2008 .

[13]  Hassan Hajabdollahi,et al.  Thermal-economic multi-objective optimization of plate fin heat exchanger using genetic algorithm , 2010 .

[14]  Warren M. Rohsenow,et al.  Heat Mass and Momentum Transfer , 1961 .

[15]  Peter Allen McCuen Heat transfer with laminar and turbulent flow between parallel planes with constant and variable wall temperature and heat flux , 1962 .

[16]  Zhiguo Qu,et al.  NUMERICAL DESIGN OF EFFICIENT SLOTTED FIN SURFACE BASED ON THE FIELD SYNERGY PRINCIPLE , 2004 .

[17]  R. Shah Laminar Flow Forced convection in ducts , 1978 .

[18]  Chi-Chuan Wang,et al.  An investigation of the airside performance of the slit fin-and-tube heat exchangers. , 1999 .

[19]  S. Patankar Numerical Heat Transfer and Fluid Flow , 2018, Lecture Notes in Mechanical Engineering.

[20]  Jalal Shayegan,et al.  Thermodynamic optimization of design variables and heat exchangers layout in HRSGs for CCGT, using genetic algorithm , 2009 .

[21]  Chi-Chuan Wang,et al.  A comparative study of compact enhanced fin-and-tube heat exchangers , 2001 .

[22]  Moo Hwan Kim,et al.  Effect of strip location on the air-side pressure drop and heat transfer in strip fin-and-tube heat exchanger , 1999 .

[23]  Ya-Ling He,et al.  Effects of baffle inclination angle on flow and heat transfer of a heat exchanger with helical baffles , 2008 .

[24]  Wei Li,et al.  Experimental study on heat transfer and pressure drop characteristics of four types of plate fin-and-tube heat exchanger surfaces , 1994 .