Project Details

Project ID C9
Application Area C
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)
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.

  • 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.

  • 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.

  • 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:

    1. Maxwell's equations for the electromagnetic field
    2. the (nonlinear) heat equation, coupled to nonlocal radiation boundary conditions, where
    3. 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.

  • 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:

  • Eddies in the melt flow should have a suitable form to keep impurities apart from the growing crystal.
  • 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.

Duration 08/02-05/10
Status running
Members
Vili Dhamo
Dr. Pierre-Etienne Druet
Irwin Yousept
Heads
Dr. Olaf Klein
Prof. Dr. Jürgen Sprekels
Prof. Dr. Fredi Tröltzsch
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
Optimal control of 3D state-constrained induction heating problems with nonlocal radiation effects
(17.06.2009 14:04:56)
Some aspects of reachability for parabolic boundary control problems with control constraints
(03.02.2009 12:54:12)
Semi-smooth Newton's Method for an optimal control problem with control and mixed control-state constraints
(14.11.2007 14:07:26)
Regularization of state-constrained elliptic optimal control problems with nonlocal radiation interface conditions
(14.06.2007 17:35:54)
State-constrained optimal control of semilinear elliptic equations with nonlocal radiation interface conditions
(14.06.2007 17:35:49)
Source representation strategy for optimal boundary control problems with state constraints
(11.06.2007 09:32:31)
A regularization method for the numerical solution of elliptic boundary control problems with pointwise state constraints
(11.06.2007 09:32:14)
Numerical verification of optimality conditions
(08.08.2006 10:04:06)
Iterative Operator-Splitting Methods for Linear Problems
(16.08.2005)
Second-order sufficient optimality conditions for a semilinear optimal control problem with nonlocal radiation interface conditions
(12.05.2005)
On an Elliptic Optimal Control Problem with Pointwise Mixed Control-State Constraints
(12.01.2005)
Existence of weak solutions to the stationary MHD-equations coupled to heat transfer with nonlocal radiation boundary conditions
()
Progressively refining penalized gradient projection method for semilinear parabolic optimal control problems
()
Transient Numerical Study of Temperature Gradients During Sublimation Growth of SiC: Dependence on Apparatus Design
()
Website http://www.wias-berlin.de/projects/matheon-c9
 
 
 
   
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