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G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program, NSF DMR •Introduction •Ivantsov solution •Horvay-Cahn 2-fold solution •Small-amplitude 4-fold solution •Estimate of shape parameter •Summary
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G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Dec 28, 2015

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Page 1: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

G.B. McFadden and S.R. Coriell, NIST

and

R.F. Sekerka, CMU

Analytic Solution of

Non-Axisymmetric Isothermal Dendrites

NASA Microgravity Research Program, NSF DMR

•Introduction

•Ivantsov solution

•Horvay-Cahn 2-fold solution

•Small-amplitude 4-fold solution

•Estimate of shape parameter

•Summary

Page 2: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Dendritic Growth

Peclet number: Stefan number:

Ivantsov solution [1947]:

Page 3: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Experimental Check of Ivantsov RelationM.E. Glicksman, M.B. Koss, J.C. LaCombe, et al.

There is a systematic 10% - 15% deviation.

Page 4: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Experimental Check of Ivantsov Relation

“… the diffusion field described by [the Ivantsov solution] is based on a dendrite tip which is a parabolic body of revolution, which is true only near the tip itself.” [Glicksman et al. (1995)]

•Proximity of sidearms or other dendrites (especially at low T)

•Convection driven by density change on solidification

•Residual natural convection in g

•Container size effects

•Non-axisymmetric deviations from Ivantsov solution

Possible reasons for deviation:

Page 5: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Non-Axisymmetric Needle Crystals

Idea: Compute correction to Ivantsov relation S = P eP E1(P) due to 4-fold deviation from a parabola of revolution.

Key ingredients:

• Glicksman et al. have measured the deviation S - P eP E1(P)

• LaCombe et al. have also measured the shape deviation [1995].

• Horvay & Cahn [1961] found an exact needle crystal solution with 2-fold symmetry, exhibiting an amplitude-dependent deviation in S - P eP E1(P) [but wrong sign to account for 4-fold data …]

Page 6: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Non-Axisymmetric Needle Crystals

•Unfortunately, there is no exact generalization of the Horvay- Cahn 2-fold solution to the 4-fold case.

•Instead, we perform an expansion for the 4-fold correction, valid for small-amplitude perturbations to a parabola of revolution.

•Horvay-Cahn solution is written in an ellipsoidal coordinate system. We transform the solution to paraboloidal coordinates, and expand for small eccentricity to find the expansion for a 2-fold solution in paraboloidal coordinates.

•We then generalize the 2-fold solution to the n-fold case (n = 3,4) in paraboloidal coordinates .

Page 7: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Temperature T in the liquid:

2 T + V T/ z = 0

Conservation of energy: Melting temperature:

-LV vn = k T/n T = TM

Far-field boundary condition (bath temperture):

T T = TM - T

Steady-State Isothermal Model of Dendritic Growth

= thermal diffusivity LV = latent heat per unit volume

V = dendrite growth velocity k = thermal conductivity

Characteristic scales: choose T for (T – TM) and 2/V for length.

Note: T/z is a solution if T is.

Page 8: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Ivantsov Solution [1947] (axisymmetric)

Conservation of energy: Temperature field:

Solid-liquid interface:

Parabolic coordinates [, , ] (moving system) :

Page 9: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Horvay-Cahn Solution [1961] (2-fold)

Paraboloids with elliptical cross-section:

Here is the independent variable, and b ≠ 0 generates an elliptical cross section.

Solid-liquid interface is = P, temperature field is T = T():

Conservation of energy:

For b = 0, the axisymmetric Ivantsov solution is recovered.

Page 10: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Expansion of Horvay-Cahn Solution

Procedure:

•Set b = P

•Re-express Horvay-Cahn solution in parabolic coordinates

•Expand in powers of for fixed value of P

Find the thermal field T(,,,), interface shape = f(,,), and Stefan number S() as functions of through 2nd order

Page 11: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Expansion of Horvay-Cahn Solution

At leading order, we recover the Ivantsov solution:

At first order:

S(1) vanishes by symmetry: - corresponds to a rotation, + /2

The solution has 2-fold symmetry in .

Page 12: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Expansion of Horvay-Cahn SolutionAt 2nd order:

where:

exact

2nd order

P = 0.01

Page 13: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Expansion of n-fold Solution

Goal: Find correction S(2) for a solution with n-fold symmetry

where the leading order solution is the Ivantsov solution as before, and the first order solution is given by

Page 14: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Expansion of 4-fold Solution

Key points:

•Fix the tip at z = P/2

•Fix the (average) radius of curvature

•Employ two more diffusion solutions: “anti-derivatives” (method of characteristics)

Page 15: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Expression for S(2)

A symbolic calculation gives the exact result:

Page 16: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Comparison with Shape Measurements

In cylindrical coordinates, our dimensional result is:

LaCombe et al. [1995] fit SCN tip shapes using:

For P 0.004, they find Q() –0.004 cos 4:

Comparison of shapes gives –0.008, and evaluating S(2) for P = 0.004 and = -0.008 then gives

Page 17: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

4-Fold Tip Shape

For P = 0.004 and = -0.008:

Huang & Glicksman [1981]

Page 18: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Estimate for Shape ParameterSurface tension anisotropy (n) (cubic crystal):

n = (nx,ny,nz) is the unit normal of the crystal-melt interface.

For SCN, 4 = 0.0055 0.0015 [Glicksman et al. (1986)].

For small anisotropy, the equilibrium shape is geometrically similar to a polar plot of the surface free energy, and we have

Page 19: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Estimate for Shape Parameter

Idea: Dendrite tip is geometrically-similar to the [100]-portion of the equilibrium shape.

For small 4 and r/z ¿ 1, the equilibrium shape is:

Our expansion for the dendrite shape:

From the SCN anisotropy measurement: From the tip shape measurement:

Page 20: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Summary

• Glicksman et al. observe a 10% - 15% discrepancy in the Ivantsov relation for SCN over the range 0.5 K < T < 1.0 K

• Horvay-Cahn exact 2-fold solution gives an amplitude-dependent correction to the Ivantsov relation

• An approximate 4-fold solution can be obtained to second order in , with S = S(0) + 2 S(2)/2 + ...

• LaCombe et al. measure a shape factor -0.008 for P 0.004

• Using = 0.008 gives S/S(0) - 1 = 0.09

• Assuming the dendrite tip is similar to the [001] portion of the anisotropic equilibrium shape gives = - 0.011 0.003

Page 21: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

References• M.E. Glicksman and S.P. Marsh, “The Dendrite,” in Handbook of Crystal Growth, ed. D.T.J. Hurle, (Elsevier Science Publishers B.V., Amsterdam, 1993), Vol. 1b, p. 1077.

• M.E. Glicksman, M.B. Koss, L.T. Bushnell, J.C. LaCombe, and E.A. Winsa, ISIJ International 35 (1995) 604.

•S.-C. Huang and M.E. Glicksman, Fundamentals of dendritic solidification – I. Steady-state tip growth, Acta Metall. 29 (1981) 701-715.

•J.C. LaCombe, M.B. Koss, V.E. Fradkov, and M.E. Glicksman, Three-dimensional dendrite-tip morphology, Phys, Rev. E 52 (1995) 2778-2786.

• G.B. McFadden, S.R. Coriell, and R.F. Sekerka, Analytic solution for a non-axisymmetric isothermal dendrite, J. Crystal Growth 208 (2000) 726-745.

•G.B. McFadden, S.R. Coriell, and R.F. Sekerka, Effect of surface free energy anisotropy on dendrite tip shape, Acta Mater. 48 (2000) 3177-3181.

Page 22: G.B. McFadden and S.R. Coriell, NIST and R.F. Sekerka, CMU Analytic Solution of Non-Axisymmetric Isothermal Dendrites NASA Microgravity Research Program,

Material Properties of SCN