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Numerical Heat Transfer, Part A: Applications
An International Journal of Computation and Methodology
Volume 70, 2016 - Issue 11
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Original Articles

Numerical optimizations of hybrid-linked jet impingement heat transfer based on the genetic algorithm

, , &
Pages 1179-1194 | Received 10 May 2016, Accepted 05 Sep 2016, Published online: 28 Nov 2016
 

ABSTRACT

The present paper considers hybrid-linked jet impingement, which involves both parallel linked jets and series linked jets. An optimization platform was established with the aid of computational fluid dynamics, response surface methodology, and genetic algorithm. Of particular interest is the influence of optimization strategies and constrain conditions on the results. With the objective function of minimal mass flow rate, the optimal structures show consistent parameters and series linked topology. On the contrary, the results for minimal pressure drop show different topologies under different constraint conditions. Such results indicate the capability of hybrid-linked jet impingement to fit a wide range of applications by changing the topology.

Nomenclature

A=

area, m2

Ch=

regression coefficient for heat transfer

Cp=

regression coefficient for pressure drop

Dj=

impingement hole diameter, mm

h=

heat transfer coefficient, W/m2K

k=

thermal conductivity, W/mK

L=

thickness of the horizontal jet plate, mm

m=

mass flow rate, kg/s

n=

jet number

np=

number of input parameters for the CCD method

nc=

central points for the CCD method

N=

number of cases in the test matrix

Nu=

Nusselt number

Nucon=

heat transfer coefficient constrains

Px=

jet hole pitch in stream-wise direction, mm

Py=

jet hole pitch in span-wise direction, mm

Pz=

distance from the jet exit to the target wall, mm

p=

pressure, Pa

pt,i=

inlet total pressure, Pa

po=

outlet static pressure, Pa

p*=

pressure normalized by outlet pressure

p*=

pressure constrains

RD=

jet diameter ratio

Re=

Reynolds number

u=

velocity, m/s

t=

thickness of the vertical jet plate, mm

T=

temperature, K

Tc=

coolant inlet temperature, K

Tw=

wall temperature, K

wo=

outlet slot width, mm

y+=

y plus value for turbulence modeling

Σ=

topology parameter

ρ=

density, kg/m3

μ=

dynamic viscosity, Pa · s

ε=

logical value to determine location of jets

Nomenclature

A=

area, m2

Ch=

regression coefficient for heat transfer

Cp=

regression coefficient for pressure drop

Dj=

impingement hole diameter, mm

h=

heat transfer coefficient, W/m2K

k=

thermal conductivity, W/mK

L=

thickness of the horizontal jet plate, mm

m=

mass flow rate, kg/s

n=

jet number

np=

number of input parameters for the CCD method

nc=

central points for the CCD method

N=

number of cases in the test matrix

Nu=

Nusselt number

Nucon=

heat transfer coefficient constrains

Px=

jet hole pitch in stream-wise direction, mm

Py=

jet hole pitch in span-wise direction, mm

Pz=

distance from the jet exit to the target wall, mm

p=

pressure, Pa

pt,i=

inlet total pressure, Pa

po=

outlet static pressure, Pa

p*=

pressure normalized by outlet pressure

p*=

pressure constrains

RD=

jet diameter ratio

Re=

Reynolds number

u=

velocity, m/s

t=

thickness of the vertical jet plate, mm

T=

temperature, K

Tc=

coolant inlet temperature, K

Tw=

wall temperature, K

wo=

outlet slot width, mm

y+=

y plus value for turbulence modeling

Σ=

topology parameter

ρ=

density, kg/m3

μ=

dynamic viscosity, Pa · s

ε=

logical value to determine location of jets

Acknowledgments

Neither the United States Government nor any agency thereof, nor any of their employees, makes any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or any agency thereof. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or any agency thereof.

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