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Project Details
| Project ID |
C9
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| Application Area |
C
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| Project Title |
Simulation and Optimization of Semiconductor Crystal Growth from the Melt Controlled by Traveling Magnetic Fields (3. Funding period)
Numerical simulation and control of sublimation growth of semiconductor bulk single
crystals (2. Funding period)
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| Description |
Semiconductor crystals like
silicon (Si), silicon carbide (SiC),
gallium arsenide (GaAs),
and aluminum nitride (AlN) crystals
have important applications in key technologies.
Industrial applications of these semiconductor crystals require the availability
of large-diameter,
low-defect crystals, and a high
growth rate during the production process
is desirable to reduce production time and costs.
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The most important industrial technique for growth of Si and GaAs bulk single crystals
is the growth from the melt, especially by the Czochralski method and their variants,
i.e. Liquid Encapsulated Czochralski (LEC)
and Vapor pressure controlled Czochralski (VCz).
In this kind of processes, a rotating crystal seed is dipped into the melt that
is contained in a rotating crucible.
The seed is then slowly pulled out of the melt, and a single crystal solidifies.
Since the melt flow is turbulent, impurities may find their way into the growing
crystal, and temperature oscillations with small frequencies may occur below the crystal.
This should be avoided, since this would lower the quality of the grown crystal.
To achieve this aim, one applies time dependent electromagnetic fields
to the melt,
which is electrically conducting so that a Lorentz force is induced into
it in their presence.
This Lorentz force can be used to influence the melt motion.
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The state-of-the-art procedure for the production of SiC and AlN bulk single crystals is
the Physical Vapor Transport (PVT) (also called Modified
Lely Method),
which involves sublimation of the source material.
Even though substantial progress has been made
in recent years, the technological
problems remain
challenging, and only partial solutions exist.
This project is carried out in close cooperation with the
Leibniz Institute of Crystal Growth (IKZ)
in Adlershof.
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From 2002 to 2007, C9 dealt with the sublimation growth of semiconductor bulk
single crystals. In this technological process, polycrystalline
powder is heated via magnetic induction to temperatures up to 3000 K.
The powder evaporates and is transported through a gas cavity
to a cooled seed where it recrystallizes as a single crystal.
Mathematically, one has to solve an optimal control problem with pointwise state and
control constraints on a complicated, nonsmooth cylindrical domain for a PDE system
featuring the following components:
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Maxwell's equations for the electromagnetic field
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the (nonlinear) heat equation, coupled to nonlocal radiation
boundary conditions, where
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the physical coefficients are strongly temperature-dependent
For this PDE system, necessary and sufficient optimality conditions, as well as numerical
methods, were established for new classes of state-constrained optimal control problems
with nonlocal radiation boundary conditions.
These investigations were finished successfully both from
the mathematical and the industrial viewpoint; the software WIAS-HiTNIHS developed
in C9
was licensed to IKZ.
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In 2007, C9 shifted its efforts to model variants of the Czochralski growth of
bulk semiconductor crystals from the melt. The reason for this was that the use of
traveling magnetic fields (TMF),
a special kind of time dependent magnetic fields
to control the turbulent melt flow, has drawn
increasing attention from crystal growing industry worldwide.
The interest in these problems was triggered by the project
KRISTMAG of the
Technologiestiftung Berlin (TSB).
In this project, a WIAS group headed by O. Klein and J. Sprekels joined forces with
IKZ and two industrial partners. A technological breakthrough was achieved
by demonstrating that traveling magnetic fields can be successfully applied for this task.
A special heater magnet module (HMM) was developed, and a number of patent applications were
filed.
The groundbreaking nature of these developments
was recognized by the
Innovationspreis (innovation prize) Berlin-Brandenburg 2008.
The software WIAS-HiTNIHS
played an important role in these investigations.
Presently, many companies worldwide are implementing the new technology into their growth apparatus, trying to find the optimal configurations.
From the mathematical viewpoint, crystal growth from the melt is even more difficult to
treat than sublimation growth, since, in addition to the features a.)--c.),
the fluid flow has to be accounted for, modeled by the Boussinesq approximation of the
Navier-Stokes equations for thermally and electrically conducting fluids.
The mathematical problem concerns the optimal control and simulation
the equations of
temperature-dependent magnetohydrodynamics coupled to the energy balance,
on a complicated nonsmooth domain. In addition, almost all physical coefficients
are strongly temperature-dependent, the coefficient functions are discontinuous,
nonlinear and nonlocal radiation boundary conditions occur.
A mathematical breakthrough was achieved in the
thesis by P.-E. Druet,
who showed existence for this system.
In accordance with the needs of our partners,
we will study optimal control problems arising from the use of traveling magnetic fields to influence melt flow during crystal growth from the melt. Issues of special interest are:
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Eddies in the melt flow should have a suitable form to keep
impurities apart from the growing crystal.
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The amplitudes of temperature oscillations below the crystals
should be minimized, while their frequencies must be kept sufficiently
large.
Mathematically, one has to deal with new classes of control and state constrained
optimization problems for the very difficult PDE system described above.
The results in the
thesis by P.-E. Druet
have made it possible to tackle control problems.
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| Duration |
08/02-05/10
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| Status |
running
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| Members |
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| Heads |
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| Guests |
| No assigned Project Guests | |
| Publications |
Dynamical state and control reconstruction for a phase field model Vyacheslav Maksimov and Fredi Tröltzsch, in: Dynam. Contin. Discrete Impuls. Systems (in print) | Existence of weak solutions to the time-dependent MHD-equations coupled to heat transfer with nonlocal radiation boundary conditions Druet Pierre-Etienne, in: Nonlinear Anal. Real World Appl. (2009) | Vorrichtung und Verfahren zur Herstellung von Kristallen aus elektrisch leitenden Schmelzen (Device and Method for Producing Crystals from Electroconductive Melt) Ch. Frank-Rotsch, P. Rudolph, O. Klein, R.-P. Lange, B. Nacke (2009) | Optimal control of {3D} state-constrainded induction heating problems with nonlocal radiation effects P.-E. Druet, O.Klein, J.Sprekels, F.Tröltzsch, I. Yousept (2009) | Numerical simulations of the influence of a traveling magnetic field, generated by an internal heater-magnet module, on liquid encapsulated Czochralski crystal growth O. Klein, Ch.~Lechner, P.-E-Druet, P. Philip,J.~Sprekels, Ch. Frank-Rotsch, F.-M.~Kießling, W. Miller, U. Rehse P. Rudolp (2009) | Numerical simulation of Czochralski crystal growth under the influence of a traveling magnetic field generated by
an internal heater-magnet module (HMM) Olaf Klein and Christiane Lechner and Pierre-Etienne Druet and Peter Philip and Jürgen Sprekels and Christiane Frank-Rotsch and Frank M. Kiessling and Wolfram Miller and Uwe Rehse and Peter Rudolph, in: J. Crystal Growth (2008) | A finite volume scheme designed for anisotropic heat transfer in general polyhedral domains J. Geiser, O. Klein, and P. Philip, in: Adv. Math. Sci. Appl. (AMSA) (2008) | Numerical simulations of the influence of a traveling magnetic field, generated by an internal heater-magnet module, on Czochralski crystal growth O. Klein, Ch. Lechner, P.-E Druet, P. Philip,J. Sprekels, Ch. Frank-Rotsch, F.-M. Kießling, W. Miller, U. Rehse, P. Rudolph , in: Procedings of the International Scientific Colloquium Modelling for Electromagnetic Processing (MEP2008) (2008) | Crystal growth in heatermagnet modules - from concept to use P. Rudolph, Ch. Frank-Rotsch, F.-M. Kießling, W. Miller, U. Rehse, O. Klein, Ch. Lechner, J. Sprekels, B. Nacke, H. Kasjanow, P. Lange, M. Ziem, B. Lux, M. Czupalla, O. Root, V. Trautmann, G. Bethin , in: Procedings of the International Scientific Colloquium Modelling for Electromagnetic Processing (MEP2008) (2008) | Weak solutions to a stationary heat equation with nonlocal radiation boundary condition and right-hand side in L-p p>=1 Druet Pierre-Etienne, in: Math. Methods Appl. Sci. (2008) | Numerical simulation of temperature fields during the sublimation growth of SiC single crystals, using WIAS-HiTNIHS J. Geiser , O. Klein, and P. Philip, in: J.~Crystal Growth (2007) | Development of a software for the numerical simulation of VCz growth under the influence of a traveling magnetic field Ch. Lechner, O. Klein, and P.-E. Druet, in: J.~Crystal Growth (2007) | Control of Coupled Partial Differential Equations. International Conference in Oberwolfach, April 17--23, 2005 Kunisch, Karl and Leugering, Günter and Sprekels, Jürgen and Tröltzsch, Fredi, in: Internat. Series Numer. Math. (2007) | Influence of anisotropic thermal conductivity in the apparatus insulation for sublimation growth of SiC: Numerical investigation of heat transfer J. Geiser, O. Klein and P. Philip, in: Crystal Growth and Design (2006) | Transient numerical study of temperature gradients during sublimation growth of SiC: Dependence on apparatus design J. Geiser, O. Klein and P. Philip, in: J.~Crystal Growth (2006) | Existence and asymptotic analysis of a phase field model for supercooling O. Klein, F. Luterotti, and R. Rossi, in: Quarterly of Applied Mathematics (2006) | Second-order Sufficient Optimality Conditions for a Semilinear Optimal Control Problem with Nonlocal Radiation Interface Conditions
C. Meyer, in: TU Berlin (2005) | Error Estimates for Finite-Volume-Element Methods for Convection-Diffusion-Reaction Equations Rajen Sinha and Juergen Geiser, in: Appl. Numer. Math. (2005) | Discretisation Methods with embedded analytical solutions for convection dominated transport in porous media Juergen Geiser, in: Proceeding of Numerical Analysis and Applications, Third international conference, Rousse, Bulgaria, 2004, Lect.Notes in Mathematics,vol.3401,(2005),Springer. (2005) | On the static and dynamic behavior of fluid saturated composite porous solids; A homogenization approach. Juan Santos, Claudia Ravazzoli and Juergen Geiser , in: Internat. J. Solids Structures (2005) | Iterative operator-splitting methods
for linear problems Istvan Farago, Juergen Geiser, in: WIAS Preprint No. 1043 (2005) | Progressively refining penalized gradient projection method for semilinear parabolic optimal control problems Ion Chryssoverghi, Juergen Geiser, and Jamil Al-Hawasy, in: WIAS (2005) | On an Elliptic Optimal Control Problem with Pointwise Mixed Control-State Constraints Meyer, C. and Tröltzsch, F., in: DFG Research Center Matheon (2005) | Transient conductive-radiative heat transfer: Discrete existence and uniqueness for a finite volume scheme Olaf Klein and Peter Philip, in: Math. Models Methods Appl. Sci. (2005) | Superconvergence properties of optimal control problems Christian Meyer and Arnd Rösch, in: SIAM J. Control Optim. (2004) | Error estimates for parabolic optimal control problems with control constraints Arnd Rösch, in: Z. Anal. Anwendungen (2004) | Modeling and simulation of sublimation growth of SiC bulk single crystals Olaf Klein and Peter Philip and Jürgen Sprekels, in: Interfaces and Free Bound. (2004) | Optimal Control of a Semilinear PDE with Nonlocal Radiation Interface Conditions Meyer, C. and Philip, P. and Tröltzsch, F., in: DFG Research Center Matheon (2004) | On convergence of an instantaneous control type method for parabolic boundary control Fredi Tröltzsch and Daniel Wachsmuth, in: Optim. Methods Softw. (2004) | Optimizing the temperature profile during sublimation growth of SiC single crystals: Control of heating power, frequency, and coil position Meyer, C. and Philip, P., in: DFG Research Center Matheon (2004) | L^\infty-Estimates for Approximated Optimal Control Problems Meyer, C. and Rösch, in: DFG Research Center Matheon (2004) | Transient temperature phenomena during sublimation growth of silicon carbide single crystals Olaf Klein and Peter Philip, in: J. Crystal Growth (2003) | Transient numerical investigation of induction heating during sublimation growth of silicon carbide single crystals Olaf Klein and Peter Philip, in: J. Crystal Growth (2003) | Transient Numerical Simulation of Sublimation Growth of SiCB ulk Single Crystals. Modeling, Finite Volume Method, Results Peter Philip, in: Weierstrass Institute for Applied Analysis and Stochastics (WIAS), Berlin (2003) | Optimal control of sublimation growth of SiC crystals Jürgen Sprekels and Olaf Klein and Peter Philip and Krzysztof Wilmanski, in: Mathematics -- Key Technology for the Future (2003) | Primal-dual active set strategy for a general class of constrained optimal control problems Karl Kunisch and Arnd Rösch, in: SIAM J. Optim. (2002) | Induction heating during SiC growth by PVT: Aspects of axisymmetric sinusoidal modeling Olaf Klein and Peter Philip, in: Proceedings of the 10-th International IGTE Symposium on Numerical Field Calculation in Electrical Engineering, Graz, Austria, September 16-18, 2002 (2002) | Error estimates for linear-quadratic control problems with control constraints Arnd Rösch, in: Inst. für Math., TU Berlin (2002) | A Gauss-Newton method for the identification of nonlinear heat transfer laws Arnd Rösch, in: Optimal Control of Complex Structures (2002) | Correct voltage distribution for axisymmetric sinusoidal modeling of induction heating with prescribed current, voltage, or power Olaf Klein and Peter Philip, in: IEEE Trans. Mag. (2002) | Optimal Control of Complex Structures , in: International Series of Numerical Mathematics (2002) | |
| Preprints |
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| Website |
http://www.wias-berlin.de/projects/matheon-c9
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