Ta. Kinney et Ra. Brown, APPLICATION OF TURBULENCE MODELING TO THE INTEGRATED HYDRODYNAMIC THERMAL-CAPILLARY MODEL OF CZOCHRALSKI CRYSTAL-GROWTH OF SILICON, Journal of crystal growth, 132(3-4), 1993, pp. 551-574
The integrated hydrodynamic thermal-capillary model (IHTCM) of Czochra
lski growth for large-diameter silicon crystals is extended to include
a k-epsilon model for turbulence in the melt implemented in a form ap
propriate for capturing the transition to nearly laminar flow near sol
id boundaries. Calculations are presented for buoyancy-driven flow alo
ne and for the flow driven by a combination of crystal and crucible ro
tation, buoyancy and surface tension gradients. These results predict
the enhancement in the heat and mass transfer seen in experiments with
increased crucible rotation rate, which is not predicted by laminar f
low simulatons. The computed temperature fields and interface shapes c
ompare well with measurements reported before (Kinney, Bornside, Brown
and Kim, J. Crystal Growth 126 (1992) 413). The use of the k-epsilon/
IHTCM for optimization of operating conditions is demonstrated by calc
ulations for varying crystal and crucible rotation rates using an obje
ctive function that attempts to optimize oxygen concentration in the c
rystal, to minimize the radial variation of oxygen and to reduce the m
agnitude of the thermoelastic stress.