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Modelling of magnetization processes of 3D-printed Fe-Si components by means of an artificial neural network implemented in a Finite Element Scheme

author
Stella, Marco
Faba, Antonio
Bertolini, Vittorio
Riganti-Fulginei, Francesco
Sabino, Lorenzo
Tiismus, Hans
Kallaste, Ants
Cardelli, Ermanno
statement of authorship
Marco Stella, Antonio Faba. Vittorio Bertolin, Francesco Riganti-Fulginei, Lorenzo Sabino, Hans Tiismus, Ants Kallaste, Ermanno Cardelli
source
IEEE Open Journal of the Industrial Electronics Society
publisher
IEEE
journal volume number month
vol. 6
year of publication
2025
pages
p. 1650-1662
url
http://doi.org/10.1109/OJIES.2025.3620857
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11202631&tag=1
subject term
3D-printimine
tehisnärvivõrgud
lõplike elementide meetod
hüsterees
magnetilised omadused
keyword
additive manufacturing (AM)
artificial neural networks (ANN)
finite-element methods (FEMs)
hysteresis modeling
magnetic materials
ISSN
2644-1284
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
TalTech department
Department of Electrical Power Engineering and Mechatronics
language
English
Stella, M., Faba, A., Bertolini, V., Riganti-Fulginei, F., Sabino, L., Tiismus, H., Kallaste, A., Cardelli, E. Modelling of magnetization processes of 3D-printed Fe-Si components by means of an artificial neural network implemented in a Finite Element Scheme // IEEE Open Journal of the Industrial Electronics Society (2025) vol. 6, p. 1650-1662. http://doi.org/10.1109/OJIES.2025.3620857 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11202631&tag=1