Optimal Structure Design of Ferromagnetic Cores in Wireless Power Transfer by Reinforcement Learning

Optimal Structure Design of Ferromagnetic Cores in Wireless Power Transfer by Reinforcement Learning

In this paper, a reinforcement learning algorithm is applied for the first time to find a ferromagnetic core structure with optimal coupling coefficient between transmitting (Tx) and receiving (Rx) coils of a wireless power transfer (WPT) system. Since formula-based theoretical design is not availab...

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Bibliographic Details
Main Authors: Byeong-Guk Choi, Eun S. Lee, Yun-Su Kim
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Ferromagnetic core
wireless power transfer (WPT)
coil design
reinforcement learning
neural network
Online Access:https://ieeexplore.ieee.org/document/9208659/

Internet

https://ieeexplore.ieee.org/document/9208659/

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