Estimation of FEM Model Parameters Using Data Assimilation and Its Application to an Electrical Machine
Alexandre Bacchus
(1, 2, 3)
,
Abdelmounaouim Tounzi
(2)
,
Jean-Philippe Argaud
(4)
,
Bertrand Bouriquet
(4)
,
Mélisande Biet
(2)
,
Ludovic Macaire
(1, 3)
,
Y. Le Menach
(2)
Jean-Philippe Argaud
- Fonction : Auteur
- PersonId : 1286984
- ORCID : 0000-0001-5039-6902
- IdRef : 110298535
Ludovic Macaire
- Fonction : Auteur
- PersonId : 10991
- IdHAL : ludovic-macaire
- ORCID : 0000-0002-4375-5169
- IdRef : 06065614X
Résumé
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.
Format du dépôt | Notice |
---|---|
Type de dépôt | Article dans une revue |
Résumé |
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 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.
|
Titre |
en
Estimation of FEM Model Parameters Using Data Assimilation and Its Application to an Electrical Machine
|
Auteur(s) |
Alexandre Bacchus
1, 2, 3
, Abdelmounaouim Tounzi
2
, Jean-Philippe Argaud
4
, Bertrand Bouriquet
4
, Mélisande Biet
2
, Ludovic Macaire
1, 3
, Y. Le Menach
2
1
CRIStAL -
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189
( 410272 )
- Université de Lille - Campus scientifique - Bâtiment ESPRIT - Avenue Henri Poincaré - 59655 Villeneuve d’Ascq
- France
2
L2EP -
Laboratoire d’Électrotechnique et d’Électronique de Puissance - ULR 2697
( 13338 )
- Université de Lille - Bâtiment ESPRIT, Cité scientifique - 59655 Villeneuve d'Ascq
- France
3
LAGIS-SI
( 390300 )
- France
4
EDF R&D -
EDF R&D
( 528389 )
- France
|
Page/Identifiant |
1 - 4
|
Date de publication |
2015-10-16
|
Volume |
PP
|
Numéro |
99
|
Langue du document |
Anglais
|
Nom de la revue |
|
Vulgarisation |
Non
|
Comité de lecture |
Oui
|
Audience |
Internationale
|
Domaine(s) |
|
Mots-clés |
en
Data assimilation, electrical machine, measurement probes, numerical simulation
|
DOI | 10.1109/TMAG.2015.2495265 |
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