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Paper Abstract and Keywords
Presentation 2025-01-24 10:50
An evaluation of parameter estimation with machine learning for Push-Pull DC-DC converter
Kai Kamichika, Hidenori Maruta (Nagasaki Univ) EE2024-28
Abstract (in Japanese) (See Japanese page) 
(in English) DC-DC converters are essential devices responsible for voltage conversion and power supply stabilization, and they are utilized in various systems. Accurate estimation of the component parameters of DC-DC converters can contribute to improve the system stability and reducing costs. This paper reports on the investigation and evaluation of a parameter estimation method for the components of a push-pull DC-DC converter using a Physics-Informed Neural Network.
Keyword (in Japanese) (See Japanese page) 
(in English) Push-Pull DC-DC converter / machine learning / parameter estimation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 345, EE2024-28, pp. 54-59, Jan. 2025.
Paper # EE2024-28 
Date of Issue 2025-01-16 (EE) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF EE2024-28

Conference Information
Committee EE  
Conference Date 2025-01-23 - 2025-01-24 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To EE 
Conference Code 2025-01-EE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An evaluation of parameter estimation with machine learning for Push-Pull DC-DC converter 
Sub Title (in English)  
Keyword(1) Push-Pull DC-DC converter  
Keyword(2) machine learning  
Keyword(3) parameter estimation  
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1st Author's Name Kai Kamichika  
1st Author's Affiliation Nagasaki University (Nagasaki Univ)
2nd Author's Name Hidenori Maruta  
2nd Author's Affiliation Nagasaki University (Nagasaki Univ)
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Speaker Author-1 
Date Time 2025-01-24 10:50:00 
Presentation Time 25 minutes 
Registration for EE 
Paper # EE2024-28 
Volume (vol) vol.124 
Number (no) no.345 
Page pp.54-59 
#Pages 6 
Date of Issue 2025-01-16 (EE) 

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