Krylov Subspace Methods for Harmonic Balanced Finite Element Methods
Alternating current electrical energy transducers in steady-state
regime are commonly simulated by linearised time-harmonic finite element
(FE) models. As phenomena at higher harmonics, due to power electronic
supply or ferromagnetic saturation, have an increasing technical importance,
transient or harmonic balanced FE (HBFEM) simulation is becoming more and
more important [1]. The application of the latter is however not widespread,
mainly because of the expensive solution of the corresponding matrix system.
Several implementations rely upon a weakly coupled time-harmonic scheme
[2] or a real-valued splitting of the system matrix [1]. Here, a different,
coupled approach is presented. Field quantities are denoted by p-forms,
i.e. a set of p complex numbers, representing the values of p harmonic
components. Because only saturation is considered, the material properties,
represented by q-forms, can be quantified by q real values. The convolution
of a p-form with a q-form yields a p-form. The system matrix, obtained
after applying the space discretisation, consists of q-forms whereas the
righthandside and the vector of degrees of freedom consist of p-forms.
A division in the time domain corresponds to the solution of a Toeplitz
system in the frequency domain. The implementation of HBFEM is based on
objects and operators assigned to p- and q-forms. Here, HBFEM is equipped
with a Krylov subspace solver, adjusted to the particular nature of the
discretised magnetodynamic partial differential equation (PDE). To retain
the symmetry and positive definiteness of the underlying PDE in the system
matrix, it is not split into real-valued or complex-valued equivalents.
Instead, the Lanczos procedure for symmetric operators is applied to the
strongly coupled system directly. For problems without eddy currents, the
system is positive definite. Hence, the Conjugate Gradient method is applicable.
For eddy current simulation, the symmetry is exploited by a symmetric Quasi-Minimal
Residual algorithm. The approaches are applied to the systems arising from
the model of a transformer featuring severe ferromagnetic saturation and
the model of an induction furnace. The scaling of the computation time
with respect to the extension of the number of harmonics, is studied. The
method outperforms the existing approaches considerably.
* Katholieke Universiteit Leuven, Dep. ESAT, Div. ELEN
** Katholieke Universiteit Leuven, Dep. Computer Science
[1] S. Yamada, K. Bessho and J. Lu, "Harmonic balance finite element
method applied to nonlinear AC magnetic analysis", IEEE Transactions on
Magnetics, Vol. 25, No. 4, July 1989, pp. 2971-2973.
[2] J. Driesen, G. Deliege, T. Van Craenenbroeck and K. Hameyer, "Implementation
of the harmonic balance FEM method for large-scale saturated electromagnetic
devices," in Software for Electrical Engineers, A. Konrad and C.A. Brebbia,
eds, WIT Press, Southampton, 1999, pp. 75-84.
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