Exact resolution of Mullins’ problem
In this section, we propose a new method to resolve the equation (38) by using the following equation:
and by considering the different solutions r in function of u.
Let us consider the following equation valid for all values of
:
To resolve equation (38), we begin by transforming equation (39’) into difference between two perfect squares, therefore, the expression will be transformed into perfect square, if it has a double solution and then his discriminant has to be cancelled.
Now, let us consider the equation:
The discriminant
of this second-degree equation (40) function in r can be written as:
Equation (42) can be written as:
With
and
Putting
and taking
or
one obtains
; and
et
will be the two solutions of the following second-degree equation:
The discriminant of equation (44′):
Can be calculated as a function of u:
Two cases have to be distinguished:
- 1.
First case and
In this case, the solutions of equation (44′) will be given by:
This leads to the solution of equation (43):
This value of
will cancel the discriminant of equation (40)
Therefore, the solution r is given by:
and then:
Consequently, one obtains:
The four solutions of equation (37) can be then obtained from the solutions of the two following 2
nd degree equations:
The discriminants of equations (53) and (54) are given by the respective following expressions:
Two cases can be studied:
Solutions of
Knowing that
is negative because of the condition
, one obtains two conjugate complex solutions:
Solutions of
Where
Let us prove that
can be written as:
, To obtain the sign of
, we have to study the sign of
and then to compare between 1 and
or between
and
.
Let us put
, one obtains:
Equation (61) shows that , this implies that Z decreases for all values of and for and therefore or and .
Therefore, the two other solutions are then given by equations (62) and (63):
Solution of equation (38) for
Now, the final solution, in the case of
, is given by equation (64):
The solution in function of
will be written as:
Boundary conditions
Using of the boundary conditions:
The first condition implies necessary: A
3 = A
4 = 0 and therefore the solution will be given by the following form:
This solution can be written as:
- 2.
Second case and
In this case, one obtains two conjugate complex solutions
and
:
Where
and
and finally
With:
The real solution is given by:
or
This leads to the solution of equation (43):
This value of
λ will cancel the discriminant of equation (39)
The solution is given here by:
Their respective discriminants are given below:
Two cases can be studied for
:
First case:
Here one has
Where
is negative. The two conjugate complex solutions of equation (53) are given below:
Second case:
Here one has and
Let us prove that is negative
can be written as:
Knowing that
;
or
therefore, one obtains:
Now, one writes:
and one obtains:
It is obvious that and then , therefore
The two other conjugate complex solutions are then given by equations (75) and (76)
Now, the final solution in this case when
is negative or when
is given by:
The continuity and derivability of the solution
g(
u) and its derivatives imposed that
Because the function
is not derivable in point
and then, one writes:
In conclusion, one obtains the solutions of the fourth differential equation (37):
For
:
For
:
Satisfying the boundary conditions:
Determination of the problem parameters of the solution for
With the boundary conditions and knowing that for
u = 0,
;
and one obtains:
Where is the groove depth.
Condition on the first derivative
The calculation of the first derivative gave:
with
Knowing that
;
and
, one obtains:
;
;
and then the first derivative
:
At u = 0, ; ; ; , one obtains , and then ; ; and .
The use of the above parameters led to:
The second derivative
One had the second derivative:
To determine the values of and , one needs to determine the second derivative .
The second derivative ; let’s put
; therefore,
Knowing that:
, one obtains:
By using
, one obtains:
and therefore:
The other second derivatives are given below:
By calculating the values of the second derivatives at point u = 0:
;
;
; one obtains the following equation:
Condition on the second derivative
The calculation of the third derivative led to:
Let us calculate the third derivative
:
Using
, one obtains:
By using relation:
, one obtains:
And finally, one obtains the third derivative
:
One also calculated the other derivatives:
and
Knowing that the fourth boundary condition and the values of the third derivatives at point u = 0: ; ; ; ; one obtains the following equation:
, therefore:
Consequently, the use of the boundary conditions gave the following linear system composed by four equations with four unknown parameters:
And the the function g and its different derivatives are given at point 0:
Therefore, the solution for
is completely defined by all above parameters:
The values of the different parameters and their derivatives at point
were calculated:
Determination of the problem constants of the solution for
In this case, on has
, with
given by:
The values of the different parameters of the solution
and their derivatives at point
are given below:
One proved that all parameters and derivatives for the two functions
and
are equal and the continuity of the solution and its derivatives is assured, at this point
and consequently at any point of the interval [0, ∞], for:
Now the analytical solution of the fourth order differential equation was completely given and all problem constants were determined.
with
With
and
, the solution can be written as:
Profile of the groove shape in the diffusion case
The variations of the profile
as a function of the distance
x from the symmetric axis of the groove are plotted on
Figure 1.
The study of the solution reveals a damped sinusoidal profile of the groove with an infinity of maxima, minima and zeros of the solutions. The oscillations can be easily observed in our solution. Mullins mentioned that it is questionable, however, that these oscillations could be observed due to the progressively decreasing amplitude of g. Here, we proved the superiority of our analytical solution that can predict the all oscillations, their amplitudes, the zero, the maxima and minima of the groove profile.
As example, we gave on
Table 1 the 12 first values of the groove shape parameters and on
Table 2 the distance between two consecutive maxima and minima for the first 12 numbers.
We observed that
decreases towards zero when x increases to the infinity as well as the absolute value of
(
Table 1). This will decrease the distance between two consecutive maxima and minima when the distance x increases.
Equations given in
Table 3 showed the properties of damped sinusoidal functions and the pseudo-periodicity of the various groove parameters and the strong correlations between them showing at the same time the infinity of the number of these different parameters.
On
Table 4, we gave the various results obtained by our analytical solution and the Mullins’s results.
The parabolic approximation of the groove profile obtained by Mullins was valid for
, whereas, our approximation more precise is valid for
(from the origin until the first maximum of the groove shape). On the other hand, the error committed by Mullins calculations on the abscissa of the first maximum the zero of the function y and the first inflexion point is about 7%, while that on the ordinate of the profile maximum exceeds 25%. On
Table 4, we were able, on the contrary of Mullins results, to give more information on the various maxima, minimas, zeros and positive and negative inflexion points of the grove shape profile.
If we notice
and
the depths of the groove taken from the bottom of the grove respectively to its first maximum and minimum, one can write:
The separation distance between two consecutive maxima
or minima
was given in
Table 2 proving the variation of this distance as a function of optima number N. One obtained the interpolated expressions on
Table 5:
Table 5 clearly showed that the ratio is independent from the time, for example, we can give this ratio for the first maximum:
Table 6 showed a certain deviation of Mullins results with respect to those of the analytical solution proposed in this paper, that can reach 12% in the case of the first maximum of the groove shape. However, Mullins did not give any additional information on the other maxima, minima, zeros of the solution and the various inflexion points, while our solution gave more complete information on the different parameters of the groove and also proposed many correlations that can be very useful for the readers.
Here, some information on the coordinates of the positive and negative inflexion points are given on
Table 7.
Competition between evaporation and diffusion
When studying the evolution of grain boundary groove profiles in the cases of the evaporation/condensation and surface diffusion, Mullins [
10] assumed that: (1) the surface diffusivity and the surface energy,
, were independent of the crystallographic orientation of the adjacent grains and (2) the tangent of the groove root angle, γ, is small compared to unity. Mullins also supposed an isotropic material. The assumption (tan
θ << 1) was used in all papers’ Mullins to simplify the study of the mathematical partial differential equation. The polycrystalline metal was supposed (3) in quasi-equilibrium with its vapor. The interface properties don’t depend on the orientation relative to the adjacent crystals. The grooving process was described by Mullins using the macroscopic concepts (4) of surface curvature and surface free energy. The matter flow (5) is neglected out of the grain surface boundary.
The mathematical equation governing the evaporation-condensation problem can be written here as:
where
C(
T) a constant of the problem depending on the temperature T, given by:
where
γ is the isotropic surface energy,
the vapor pressure at temperature
T in equilibrium with the plane surface of the metal characterized by a curvature
c = 0,
ω is the atomic volume,
m is molecular mass,
μ the coefficient of evaporation and
k is the Boltzmann constant.
We remember here the analytical solution of the evaporation case without any approximation [our paper] given by
and
By combining the two phenomena of diffusion and evaporation/condensation, one writes:
With the approximation postulated by Mullins supposing that
one can write:
Let’s put
the profile area. One can write the rate of change of profile area:
The Mullins’ approximation supposed that
and
. In a previous paper [ref], we studied the case of evaporation without this approximation and obtained at the origin the following relations:
In such case, on obtains:
This relationship provides clear evidence that the rate of change of the profile area is influenced by both evaporation and diffusion, contrary to Mullin’s prediction which states that and is independent of surface diffusion.
Calculation of the profile area
from below to above the original surface
By using the differential equation:
Where
is the first zero of the function
g.
If
σ is the profile area transferred from below to above of the original surface by surface diffusion alone divided by the profile area lost by evaporation, one can write:
With
, one has
and one deduces:
If we suppose that the contact angle is small or
(for Theta < 18°) we obtain:
Our relation proved that
depends on the temperature, at contrary of the relation obtained by Mullins:
Indeed, in this relation, there is no direct effect of the temperature. To compare between the two previous expressions, we supposed that
and obtained:
This calculation yielded a ratio of
, indicating an overestimation compared to the value proposed by Mullins.
Table 8 and
Table 9 provide two examples comparing the results obtained using the two methods for Au and Mg metals.
We observed that the profile areas corresponding to Au and Mg are overestimated by the Mullins method (about 2.5 times greater than our new values). On the other hand, the calculated ratio of the profile area lost by evaporation of Au and Mg is equal to:
This proved that whatever the time, the evaporation of Au is times more important than that of Mg. However, the diffusion of Mg particles is greater than that of Au.
The same procedure was used to determine the values of the profile area lost by evaporation of some common metals (
Table 10).
These interesting results of the
Table 10 gave the following order of the various metals by increasing profile area:
On
Table 11, we gave the obtained values of the two constants
C and
B of evaporation and diffusion for the different metals.
The constant of evaporation
C decreases from the cobalt element Co to cesium by respecting the following increasing order:
Whereas, this order changes for the constant of diffusion that increases from Cu to Cs with the following order:
Another important conclusion concerns the larger value of constant C with respect to B. It is shown that the value of C is about 1012 times greater that of B. This led to conclude that the diffusion can be neglected relative to evaporation.
The depth of the groove
In many experiments, it was proved that the depth groove can vary from 0.1mm to several 10 mm in the case of diffusion depending on the metal thermal properties and on the width of the groove. In order to understand the thermal behavior of diffusion of the various elements, let’s take the typical example where m = 0.20 and calculate the corresponding depth
of the groove for metals (
Table 12).
Knowing that the width
of the groove is given by:
One deduced the value of
for the different metals presented on
Table 13.