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1-4 of 4
Keywords: Surrogate model
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Journal Articles
Christian Riener, Simon Sawatzki, Mehtab Hussain, Patrick Dominik Gsoels, Martin Stoiber, Jose Romero Lopera
COMPEL (2026) 45 (4): 674–689.
Published: 14 April 2026
... losses and coil leakage inductance, the latter serving as an element for EMI filtering. To efficiently address the MOO problem, analytical models of the main inductance and core losses are integrated with a surrogate model of the device under test leakage inductance, derived from 2.5D finite element...
Journal Articles
COMPEL (2024) 43 (3): 418–426.
Published: 06 May 2024
... of the electromagnetic, structural and acoustic models of the electric motor. Where skewed poles are considered in the design, the problem becomes a purely three-dimensional (3D) multiphysics problem, which could increase the computational burden astronomically. This study, therefore, aims to introduce surrogate models...
Journal Articles
COMPEL (2023) 42 (1): 14–25.
Published: 19 May 2022
..., applicable to both convex and nonconvex relationships between the mean and the standard deviation, is introduced. A distance-based local radial basis function network surrogate model is proposed to substitute the global radial basis function network to reduce the heavy computational cost without any...
Journal Articles
COMPEL (2012) 31 (3): 958–971.
Published: 04 May 2012
... of a surrogate model is proposed. The proposed surrogate model is progressively improved using an infill set selection strategy which is well‐suited for the parallel evaluation of the 3D finite element coupling model on an eight‐core machine, with a maximum of four models running in parallel. Findings...
