Artificial Neural Network (ANN) Based Fast and Accurate Inductor Modeling and Design

Artificial Neural Network (ANN) Based Fast and Accurate Inductor Modeling and Design

This paper analyzes the potential of Artificial Neural Networks (ANNs) for the modeling and optimization of magnetic components and, specifically, inductors. After reviewing the basic properties of ANNs, several potential modeling and design workflows are presented. A hybrid method, which combines t...

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Bibliographic Details
Main Authors: Thomas Guillod, Panteleimon Papamanolis, Johann W. Kolar
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Open Journal of Power Electronics
Subjects:
Power converters
artificial neural networks
finite element analysis
inductors
machine learning
magnetic devices
Online Access:https://ieeexplore.ieee.org/document/9152082/

Internet

https://ieeexplore.ieee.org/document/9152082/

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