Microstructural Rapid Solidification Model
A. R. S. M.
04. 15. 2019
Introduction – Solidification Microstructures
2Various Microstructures in Solidification
Introduction
3As‐cast(built)
After heat treatment Conventional Casting Additive Manufacturing
Introduction
4Unique microstructure due to Rapid Solidification Chemical homogeneity due to Rapid Solidification
Macroscopic view for Normal Solidification
5• Field : Temperature(T), Concentration(C)
• Thermodynamic non‐equilibrium process (Kinetics: V)
• Microstructure evolution due to gradients of T and C
>> Solving T and C diffusion equations (Fick’s law)
>> Moving boundary(Solid/Liquid Interface) condition must be included
Nature in Solidification
initial transient field
steady state field
<T distribution profile> <C distribution profile>
𝑇 𝐺 · 𝑉
Local equilibrium at the Solid/Liquid interface
6• Equilibrium partition coefficient
At equilibrium,
For small concentration
<relationship bet’n k and m>
• Liquidus slope = m
k = Cs/Cl
slope = m
Morphological instability of S/L interface
7• Simple unstable condition
• But it ignores the effect of the surface tension
• Only solutal gradient in liquid is considered
• Instability due to temperature gradient should also be considered unstable
stable
Solute rejection in case k < 1
mGc G
Interface stability analysis
8Perturbation analysis
where Thus,
λi : critical perturbation which means the minimum wavelength to be unstable
→
Gibbs‐Thomson effect considered
Interface stability analysis
9Marginal stability
To obtain time dependence ε and λ
where
Some assumptions are applied for simplicity
when
→ The criterions are the same
Instability due to T distribution considered
Morphological categories
10Const. V Const. G
𝑇 𝐺 · 𝑉
Solidification map
Dendrite Tip Radius (DTR)
11< LMK model >
• only valid for low growth rate
• The shape of the dendrite tip is not derived
2R
Morphology of Dendrite
LMK model
Simple model to estimate radius
Dendrite Tip Radius (DTR)
12• Combining LMK criterion and Ivantsov’s solution
• Since some coefficient(Ctl, Pc, ξc) contain radius r in the final equation, it is solved iteratively using Newton‐Raphson method
• Excellent agreement with the experimental data in various range of velocity
KGT model
To determine radius at not only low velocity but also high velocity
where
cf) There is very simple model as for the industrial use
Primary Dendrite Arm Spacing (PDAS)
13Kurz and Fisher / Trivedi model
• Most‐accepted models in PDAS calculation
• Assuming the shape of dendrite as an ellipse with a hexagonal arrangement
• Trivedi model predicts a minimum in the solute Peclet number as a function of V
<Kurz and Fisher>
<Trivedi model>
Morphological Transition
14Cellular to columnar Dendrite Transition (CDT)
<Trivedi model>
Columnar dendrite to Equiaxed Transition (CET)
<Hunt model>
Fully equiaxed condition
• It is obvious in experimental data that there are maximum PDAS at CDT region (effect of CR)
• Increasing the solute promotes columnar dendrite over cellular growth (effect of C0)
Secondary Dendrite Arm Spacing (SDAS)
15Kattamis and Fleming model
• Growth SDAS is analogous to the Ostwald ripening of precipitates
• The driving force for the ripening process is the difference in chemical potential of crystals with differing interfacial energies due to differing curvatures
Solute redistribution
16Mass balance in DS Rapid diffusion in liquid
Microsegregation (MS)
17Rapid diffusion in liquid
Two extreme cases
Equilibrium cooling (α’ = 0.5)
Scheil cooling (α’ = 0)
Secondary Phase Fraction (SPF)
18Roosz model and Voller’s approach
To calculate the secondary phase fraction and solute profile across the SDAS
1. Total dendrite tip undercooling : 2. Microsegregation calculation 3. eutectic undercooling
4. Total eutectic phase(secondary phase) fraction calculation
Secondary Phase Fraction (SPF)
19SDAS also increases with time >> Coarsening of SDAS
where
Coarsening of SDAS
Mass balance
Solute back diffusion
Roosz model and Voller’s approach
Secondary Phase Fraction (SPF)
20Discretizing by Euler forward treatment
• Finite Difference Control Volume method
• The calculation steps are terminated until eutectic temperature is reached
• Secondary phase(eutectic) fraction can be calculated as 1 – Xs(t)/X0(t)
Roosz model and Voller’s approach
Microstructural Solidification Model Summary
21DTR PDAS
SDAS
CDT/CET
SPF MS
Departure from Local Equilibrium
22Local thermodynamic equilibrium at S/L interface
k = Cs/Cl
slope = m
Non‐equilibrium condition at S/L interface
T0 condition
23Thermodynamic criterion
T0 condition
24At equilibrium
At non‐equilibrium Then,
From the relationship
it follows that,
Approximation gives
Baker and Cahn model
Thermodynamic criterionT0 condition
25Baker and Cahn model
Consider kinetics of Atom rearrangement Adding equations The relationship bet’n
delta G and V >>
Combining eqs.
for Planar interface for DT
Set R and V=∞, kv=1 < T0‐line > only for dilute solution Thermodynamic criterion
Non-equilibrium Partition Coefficient
26Aziz model
• Solute Trapping model• Relationship between k and V
The flux proportional to chemical potential gradient
where
and then,
The source term of solute rejection at the interface
Therefore
Again for dilute solution, or
Absolute Stability
27Absolute stability
Upper limit of stability(cf) marginal stability = Lower limit of Stability
Diffusion field near to absolute stability
laser remelting experiments
Microstructural Rapid Solidification Model
28DTR PDAS
SDAS
DCT/CPT
SPF MS
Applying
non‐equilibrium k and m
or
Build‐up new model To find out
Dendrite to Cellular transition / Cellular to Planar transition Criterion
Build‐up new model
Experimental Plan
29Laser resolidification technique
• Wide range in rapid cooling rate (solidification velocity)
• Easy to control the process
• Additive manufacturing issue
Modeling laser resolidification of Ag‐5wt%Cu alloy