M. Rappaz et al., PREDICTION OF GRAIN STRUCTURES IN VARIOUS SOLIDIFICATION PROCESSES, Metallurgical and materials transactions. A, Physical metallurgy andmaterials science, 27(3), 1996, pp. 695-705
Grain structure formation during solidification can be simulated via t
he use of stochastic models providing the physical mechanisms of nucle
ation and dendrite growth are accounted for. With this goal in mind, a
physically based cellular automaton (CA) model has been coupled with
finite element (FE) heat flow computations and implemented into the co
de 3-MOS. The CA enmeshment of the solidifying domain with small squar
e cells is first generated automatically from the FE mesh. Within each
time-step, the variation of enthalpy at each node of the FE mesh is c
alculated using an implicit scheme and a Newton-type linearization met
hod. After interpolation of the explicit temperature and of the enthal
py variation at the cell location, the nucleation and growth of grains
are simulated using the CA algorithm. This algorithm accounts for the
heterogeneous nucleation in the bulk and at the surface of the ingot,
for the growth and preferential growth directions of the dendrites, a
nd for microsegregation. The variations of volume fraction of solid at
the cell location are then summed up at the FE nodes in order to find
the new temperatures. This CAFE model, which allows the prediction an
d the visualization of grain structures during and after solidificatio
n, is applied to various solidification processes: the investment cast
ing of turbine blades, the continuous casting of rods, and the laser r
emelting or welding of plates. Because the CAFE model is yet two-dimen
sional (2-D), the simulation results are compared in a qualitative way
with experimental findings.