Data-Based Circuit Design Method for Class Φ Resonate Converters

Yining Liu, Yi Zhang, Jorma Kyyrä, Frede Blaabjerg

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Abstract

The complicated multi-resonance operations are critical challenges that limit the parameter design freedom and accurate implementations of resonate converters. To describe the circuit operations, conventional analytical design methods rely on a large number of equations and approximations. The whole design process is time-consuming and the valid design freedom is greatly narrowed by the approximations. To avoid modeling complex operations and realize automated design, we propose a data-driven circuit design method based on simulations and surrogate models. The proposed method fully gets rid of complicated circuit analysis and equation derivations, while maintaining the same design accuracy as analytical methods. The widened design space benefited from the proposed method also enables freedom for performance optimization.
OriginalsprogEngelsk
Titel2024 IEEE Design Methodologies Conference (DMC)
Antal sider7
ForlagIEEE (Institute of Electrical and Electronics Engineers)
Publikationsdato20 nov. 2024
Sider1-7
Artikelnummer10812163
ISBN (Trykt)979-8-3503-5587-1
ISBN (Elektronisk)9798350355864
DOI
StatusUdgivet - 20 nov. 2024
Begivenhed2024 IEEE Design Methodologies Conference (DMC) - Grenoble, Frankrig
Varighed: 18 nov. 202420 nov. 2024

Konference

Konference2024 IEEE Design Methodologies Conference (DMC)
Land/OmrådeFrankrig
ByGrenoble
Periode18/11/202420/11/2024

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Publisher Copyright:
© 2024 IEEE.

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