Error Estimators for Proper Generalized Decomposition in Time-Dependent Electromagnetic Field Problems

Archive ouverte : Article de revue

Muller, F. | Henneron, Thomas | Clenet, Stéphane | Hameyer, K.

Edité par HAL CCSD ; Institute of Electrical and Electronics Engineers

International audience. Due to fine discretization in space and time, the simulation of transient electromagnetic phenomena results in a large system ofequations. To cope with this computational effort, model order reduction techniques can be employed. To assess the accuracy of the solution of the reduced model, an error estimation is crucial. A commonly used approach consists of the evaluation of the deviation between the reduced and the full model. This yields a loss of the a-priori property of the Proper Generalized Decomposition. To overcome this problem two a-priori criteria are presented in this paper.

Consulter en ligne

Suggestions

Du même auteur

Multirate coupling of controlled rectifier and non-linear finite element mo...

Archive ouverte: Article de revue

Pierquin, Antoine | 2016-01-01

International audience. To study a multirate system, each subsystem can be solved by a dedicated sofware with respect to the physical problem and the time constant. Then, the problem is the coupling of the solutions...

Error Estimator for Cauer Ladder Network Representation

Archive ouverte: Article de revue

Hiruma, Shingo | 2022

International audience. The Cauer Ladder Network (CLN) method enables to construct a reduced based circuit model of analytical or numerical models, e.g. Finite Element (FE) model, under quasistatic approximation. Th...

Application of the PGD and DEIM to solve a 3D Non-Linear Magnetostatic Prob...

Archive ouverte: Article de revue

Henneron, Thomas | 2015-12-01

International audience. Among the model order reduction techniques, the Proper Generalized Decomposition (PGD) has shown its efficiency to solve static and quasistatic problems in the time domain. However, the intro...

Du même sujet

Electronic devices and circuits / Jacob Millman, Christos C. Halkias

Livre | Millman, Jacob (1911-1991). Auteur | 1967

Noise in electronic devices and systems / M. J. Buckingham

Livre | Buckingham, Michael J. (19..-....). Auteur | 1983

Model Order Reduction applied to a linear Finite Element model of a squirre...

Archive ouverte: Article de revue

Montier, L. | 2021-03-17

International audience. The Proper Orthogonal Decomposition (POD) approach is applied to a linear Finite Element (FE) model of a squirrel cage induction machine. In order to obtain a reduced model valid on the whole...

Solving Magnetodynamic Problems via Normal Form Method

Archive ouverte: Article de revue

Ugwuanyi, Nnaemeka S. | 2022-03

International audience. Closed-form formulations are difficult to find when the material behavior law is nonlinear. A linear approximation, on the otherhand, has a very narrow range of validity. In this communicatio...

The effect of punching on electrical machine

Archive ouverte: Article de revue

El Youssef, Mohamad | 2019-07-24

International audience. This work enlightens the impact of punching on a specific stator performances. Two specimens type are withdrawn from a M330A35 punched lamination sheet. One type represents a closed magnetic ...

Surrogate Model Based on the POD Combined With the RBF Interpolation of Non...

Archive ouverte: Article de revue

Henneron, T. | 2020-01

International audience. The Proper Orthogonal Decomposition (POD) is an interesting approach to compress into a reduced basis numerous solutions obtained from a parametrized Finite Element (FE) model. In order to ob...

Chargement des enrichissements...