Keywords: Magneto-thermal coupled analysis
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Journal Articles

Investigation of convolutional neural network U-net under small datasets in transformer magneto-thermal coupled analysis

Ruohan Gong, Zuqi Tang
Journal: COMPEL - The international journal for computation and mathematics in electrical and electronic engineering
COMPEL (2020) 39 (4): 959–970.
https://doi.org/10.1108/COMPEL-12-2019-0491
Published: 30 July 2020
... truth data obtained from the FEM analysis, U-net, a highly efficient convolutional neural network (CNN) is used to extract hidden features and trained in a supervised manner to predict the magneto-thermal coupled analysis results for different topologies. Using part of the FEM results as training...
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