Directional Solidification System (DSS) was to be designed complex interaction between fluid dynamics and heat transfer and the crystal growth. Several challenges faced during complex formulation were phase change, Unsteady flow with multiple components, Heat Transfer with Radiation effects, Natural Convection over the melt surface, Mildly turbulent flows.