Multi-objective optimization of a double-faced type printed circuit heat exchanger

Title
Multi-objective optimization of a double-faced type printed circuit heat exchanger
Authors
김광용
Keywords
Printed circuit heat exchanger Multi-objective optimization Reynolds-averaged NaviereStokes analysis Effectiveness Pressure drop Pareto-optimal front
Issue Date
2013
Publisher
APPLIED THERMAL ENGINEERING
Series/Report no.
APPLIED THERMAL ENGINEERING; vol.60 no.1-2 startpage 44 endpage 50
Abstract
The zigzag flow channels in a printed circuit heat exchanger (PCHE) of the double-faced type have been optimized to enhance heat transfer performance and reduce friction loss by using three-dimensional Reynolds-averaged NaviereStokes (RANS) analysis and a multi-objective evolutionary algorithm. The response surface approximation (RSA) model was applied in light of the surrogate fidelity of the approximate analysis. A shear stress transport turbulence model and high-resolution scheme were used for numerical analysis. The effectiveness and non-dimensional pressure drop of zigzag channels were employed as the two objective functions of the optimization, and three nondimensional variables, i.e., the ratios of the fillet radius, wavelength, and wave height to the hydraulic diameter of the channels, were selected as the design variables. The design points within the design space were selected using Latin hypercube sampling. Two objective functions were calculated at each design point through RANS analysis to construct RSA models. A Pareto-optimal front was obtained with the multi-objective evolutionary algorithm, and four optimal designs were selected on the Pareto-optimal front by using K-means clustering. The thermal and hydraulic characteristics of these designs were compared with those of a conventionally designed PCHE. An exergy analysis showed that both designs located at opposite extremes of the Pareto-optimal front have an energy savings advantage over the reference design.
URI
http://dx.doi.org/10.1016/j.applthermaleng.2013.06.039
http://dspace.inha.ac.kr/handle/10505/31207
ISSN
1359-4311
Appears in Collections:
College of Engineering(공과대학) > Mechanical Engineering(기계공학) > Journal Papers, Reports(기계공학 논문, 보고서)
Files in This Item:
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