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| Presentation | 2009-11-20 16:30 Research on Mechanical Fault Recognition of Circuit Breaker Based on SVM Mingzhe Rong, Dongyan Li, Xiaohua Wang, Ting Wang, Yi Wu (Xi'an Jiaotong Univ.)  EMD2009-104 Link to ES Tech. Rep. Archives: EMD2009-104 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The on-line fault recognition for Circuit Breakers (CBs) is very important when the condition monitoring of CBs is realized. In this paper, a new efficiency fault recognition method is provided, by using Support Vector Machines (SVMs). ANN and SVM are compared on their recognition accuracy, which shows that the SVM is more efficient. The algorithm of SVM is improved, and the improved SVM can obtain higher recognition accuracy. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Circuit Breakers / fault recognition / SVM / mechanical fault / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 287, EMD2009-104, pp. 149-152, Nov. 2009. | |
| Paper # | EMD2009-104 | |
| Date of Issue | 2009-11-12 (EMD) | |
| 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 | EMD2009-104 Link to ES Tech. Rep. Archives: EMD2009-104 |
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| Conference Information | |
| Committee | EMD |
| Conference Date | 2009-11-19 - 2009-11-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nippon Institute of Technology, Kanda Campus, Tokyo, Japan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IS-EMD2009 (9th International Session on Electro-Mechanical Devices) |
| Paper Information | |
| Registration To | EMD |
| Conference Code | 2009-11-EMD |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Research on Mechanical Fault Recognition of Circuit Breaker Based on SVM |
| Sub Title (in English) | |
| Keyword(1) | Circuit Breakers |
| Keyword(2) | fault recognition |
| Keyword(3) | SVM |
| Keyword(4) | mechanical fault |
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| 1st Author's Name | Mingzhe Rong |
| 1st Author's Affiliation | Xi'an Jiaotong University (Xi'an Jiaotong Univ.) |
| 2nd Author's Name | Dongyan Li |
| 2nd Author's Affiliation | Xi'an Jiaotong University (Xi'an Jiaotong Univ.) |
| 3rd Author's Name | Xiaohua Wang |
| 3rd Author's Affiliation | Xi'an Jiaotong University (Xi'an Jiaotong Univ.) |
| 4th Author's Name | Ting Wang |
| 4th Author's Affiliation | Xi'an Jiaotong University (Xi'an Jiaotong Univ.) |
| 5th Author's Name | Yi Wu |
| 5th Author's Affiliation | Xi'an Jiaotong University (Xi'an Jiaotong Univ.) |
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| Speaker | Author-3 |
| Date Time | 2009-11-20 16:30:00 |
| Presentation Time | 20 minutes |
| Registration for | EMD |
| Paper # | EMD2009-104 |
| Volume (vol) | vol.109 |
| Number (no) | no.287 |
| Page | pp.149-152 |
| #Pages | 4 |
| Date of Issue | 2009-11-12 (EMD) |
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