| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2021-06-11 14:20 A Study on Participation Factors for Systems Described by Nonlinear Differential-Algebraic Equations via Koopman Mode Decomposition Kenji Takamichi (Osaka Pref Univ.), Yoshihiko Susuki (Osaka Pref Univ./JST), Atsushi Ishigame (Osaka Pref Univ.)  NLP2021-8 CCS2021-8 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The technique of participation factors has been used for quantifying connections between system variables and modes in LTI systems and applied to power system analysis. In this report, we exploit the data-driven approach to analysis of nonlinear systems, called the Koopman Mode Decomposition (KMD), in order to evaluate the participation factors for variables and nonlinear Koopman modes. In particular, the participation factors including algebraic variables and nonlinear Koopman modes for systems described by nonlinear differential-algebraic equations is proposed. The KMD-based participation factors are numerically demonstrated using simple mathematical models. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Participation factor / Nonlinear system / Koopman mode decomposition / Data-driven approach / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 61, NLP2021-8, pp. 34-39, June 2021. | |
| Paper # | NLP2021-8 | |
| Date of Issue | 2021-06-04 (NLP, CCS) | |
| 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 | NLP2021-8 CCS2021-8 |
|
| Conference Information | |
| Committee | NLP CCS |
| Conference Date | 2021-06-11 - 2021-06-11 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2021-06-NLP-CCS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Participation Factors for Systems Described by Nonlinear Differential-Algebraic Equations via Koopman Mode Decomposition |
| Sub Title (in English) | |
| Keyword(1) | Participation factor |
| Keyword(2) | Nonlinear system |
| Keyword(3) | Koopman mode decomposition |
| Keyword(4) | Data-driven approach |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kenji Takamichi |
| 1st Author's Affiliation | Osaka Prefecture University (Osaka Pref Univ.) |
| 2nd Author's Name | Yoshihiko Susuki |
| 2nd Author's Affiliation | Osaka Prefecture University/JST-PRESTO (Osaka Pref Univ./JST) |
| 3rd Author's Name | Atsushi Ishigame |
| 3rd Author's Affiliation | Osaka Prefecture University (Osaka Pref Univ.) |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2021-06-11 14:20:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2021-8, CCS2021-8 |
| Volume (vol) | vol.121 |
| Number (no) | no.61(NLP), no.62(CCS) |
| Page | pp.34-39 |
| #Pages | 6 |
| Date of Issue | 2021-06-04 (NLP, CCS) |
[Return to Top Page]