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A New Digital Control DC-DC Converter with Multi-layer Neural Network Predictor
http://hdl.handle.net/10069/23165
http://hdl.handle.net/10069/23165b1b0aedd-a132-44d7-8dde-0bf8ed488d76
名前 / ファイル | ライセンス | アクション |
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ICMLA2009_638.pdf (1.2 MB)
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Item type | 会議発表論文 / Conference Paper(1) | |||||
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公開日 | 2010-05-24 | |||||
タイトル | ||||||
タイトル | A New Digital Control DC-DC Converter with Multi-layer Neural Network Predictor | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
資源タイプ | conference paper | |||||
著者 |
Kurokawa, Fujio
× Kurokawa, Fujio× Maruta, Hidenori× Mizoguchi, Tomoyuki× Nakamura, Akihiro× Osuga, Hiroyuki |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | The purpose of this paper is to present a new digital control method of the forward type multiple-output dc-dc converter with both a P-I-D feedback and a new feed forward control. In this converter, two novel control methods are proposed. The first new control method is a model method and the second new method is a neural network predictor. The dynamic characteristics of digital control dc-dc converter are improved as compared with the conventional one. Especially, the digital control dc-dc converter with method of the neural network can be realized excellent dynamic characteristics. As a result, the undershoot of the output voltage and the overshoot of reactor current are improved to 45% and 26% , respectively. | |||||
内容記述 | ||||||
内容記述タイプ | Other | |||||
内容記述 | 2009 International Conference on Machine Learning and Applications (ICMLA) : Miami, FL, USA, 2009.12.13-2009.12.15 | |||||
書誌情報 |
2009 International Conference on Machine Learning and Applications p. 638-643, 発行日 2009-12 |
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ISBN | ||||||
識別子タイプ | ISBN | |||||
関連識別子 | 978-0-7695-3926-3 | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | 10.1109/ICMLA.2009.106 | |||||
権利 | ||||||
権利情報 | © 2009 IEEE.Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
出版者 | ||||||
出版者 | IEEE | |||||
引用 | ||||||
内容記述タイプ | Other | |||||
内容記述 | ICMLA 2009, pp.638-643 |