Deep Learning-Based Meta-Modeling for Multi-Objective Technology Optimization of Electrical Machines

Optimization of rotating electrical machines is both time- and computationally expensive. Because of the different parametrization, design optimization is commonly executed separately for each machine technology. In this paper, we present the application of a variational auto-encoder (VAE) to optimi...

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Bibliographic Details
Main Authors: Vivek Parekh, Dominik Flore, Sebastian Schops
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10226214/