Estimation of FEM Model Parameters Using ...
Document type :
Article dans une revue scientifique
Permalink :
Title :
Estimation of FEM Model Parameters Using Data Assimilation and Its Application to an Electrical Machine
Author(s) :
bacchus, Alexandre [Auteur]
13338|||Laboratoire d’Électrotechnique et d’Électronique de Puissance - ULR 2697 [L2EP]
Tounzi, Abdelmounaim [Auteur]
Laboratoire d'Électrotechnique et d'Électronique de Puissance (L2EP) - ULR 2697
Argaud, Jean-Philippe [Auteur]
Bouriquet, Bertrand [Auteur]
Biet, Mélisande [Auteur]
Le Menach, Yvonnick [Auteur]
Laboratoire d'Électrotechnique et d'Électronique de Puissance (L2EP) - ULR 2697
13338|||Laboratoire d’Électrotechnique et d’Électronique de Puissance - ULR 2697 [L2EP]
Tounzi, Abdelmounaim [Auteur]

Laboratoire d'Électrotechnique et d'Électronique de Puissance (L2EP) - ULR 2697
Argaud, Jean-Philippe [Auteur]
Bouriquet, Bertrand [Auteur]
Biet, Mélisande [Auteur]
Le Menach, Yvonnick [Auteur]

Laboratoire d'Électrotechnique et d'Électronique de Puissance (L2EP) - ULR 2697
Journal title :
IEEE Transactions on Magnetics
Publisher :
Institute of Electrical and Electronics Engineers
Publication date :
2015-10-16
ISSN :
0018-9464
English keyword(s) :
Data assimilation
electrical machine
measurement probes
numerical simulation
electrical machine
measurement probes
numerical simulation
HAL domain(s) :
Science non linéaire [physics]
Informatique [cs]
Informatique [cs]
English abstract : [en]
The goal of this paper is to identify the parameter set of a given electrical machine. The identification method is based on data assimilation coupled with FEM model. Data assimilation method is an optimization approach ...
Show more >The goal of this paper is to identify the parameter set of a given electrical machine. The identification method is based on data assimilation coupled with FEM model. Data assimilation method is an optimization approach that limits the space of candidate parameter sets by centering it around those of the ideal machine. An application to an electrical machine is presented based on the analysis of flux sensor signals. The methodology is validated by using twin experiments that consider simulated data and tested considering measurements extracted from the ”real” alternator.Show less >
Show more >The goal of this paper is to identify the parameter set of a given electrical machine. The identification method is based on data assimilation coupled with FEM model. Data assimilation method is an optimization approach that limits the space of candidate parameter sets by centering it around those of the ideal machine. An application to an electrical machine is presented based on the analysis of flux sensor signals. The methodology is validated by using twin experiments that consider simulated data and tested considering measurements extracted from the ”real” alternator.Show less >
Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Research team(s) :
Équipe Outils et Méthodes Numériques
Submission date :
2020-05-15T14:02:13Z
2022-03-01T15:37:12Z
2022-03-16T07:32:18Z
2022-03-01T15:37:12Z
2022-03-16T07:32:18Z