| Paper Abstract and Keywords |
| Presentation |
2013-12-06 16:05
Data-Based Stability Assessment of Power Grids without Models
-- Application of Koopman Operator Methods -- Yoshihiko Susuki (Kyoto Univ./JST), Igor Mezic (UCSB) NLP2013-118 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We present a data-based approach to stability assessment of power systems without models. This approach is enabled by Koopman mode analysis for nonlinear dynamical systems, which detects an instability based on the properties of the point spectrum of the Koopman operator. We apply the technique to data on physical power flows sampled from the 2011 Arizona-Southern California grid outage and and successfully detect unstable power flow patterns that govern the complex dynamics occurring during the accident. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
power grid / stability assessment / Koopman mode / cascading outage / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 113, no. 341, NLP2013-118, pp. 29-34, Dec. 2013. |
| Paper # |
NLP2013-118 |
| Date of Issue |
2013-11-29 (NLP) |
| ISSN |
Print edition: ISSN 0913-5685 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 |
NLP2013-118 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2013-12-06 - 2013-12-07 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
City University of Hong Kong |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2013-12-NLP |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Data-Based Stability Assessment of Power Grids without Models |
| Sub Title (in English) |
Application of Koopman Operator Methods |
| Keyword(1) |
power grid |
| Keyword(2) |
stability assessment |
| Keyword(3) |
Koopman mode |
| Keyword(4) |
cascading outage |
| Keyword(5) |
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| 1st Author's Name |
Yoshihiko Susuki |
| 1st Author's Affiliation |
Kyoto University/JST (Kyoto Univ./JST) |
| 2nd Author's Name |
Igor Mezic |
| 2nd Author's Affiliation |
University of California, Santa Barbara (UCSB) |
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| Speaker |
Author-1 |
| Date Time |
2013-12-06 16:05:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2013-118 |
| Volume (vol) |
vol.113 |
| Number (no) |
no.341 |
| Page |
pp.29-34 |
| #Pages |
6 |
| Date of Issue |
2013-11-29 (NLP) |