Paper Abstract and Keywords |
Presentation |
2019-11-11 13:00
Examination of carbon-fiber composites fracture mode classification method using support vector machine Chiaki Tsunemitsu, Yasuhisa Hayashi (Shizuoka Univ.) US2019-57 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The fracture modes of CFRP, which have been attracting attention as a material in the aerospace industry in recent years, were classified. CFRP fracture modes are divided into three categories: matrix crack, delamination, and fiber breakage. We created and examined a classifier that automatically classifies these three types of destruction using a support vector machine that is one of machine learning . In this report, we report that it is possible to create a classifier with very high classification performance when wavelet coefficient that is wavelet transformed of the acoustic emission is used as the feature value of the support vector machine. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
AE / CFRP / Support Vector Machine / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 277, US2019-57, pp. 1-6, Nov. 2019. |
Paper # |
US2019-57 |
Date of Issue |
2019-11-04 (US) |
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) |
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US2019-57 |
Conference Information |
Committee |
US |
Conference Date |
2019-11-11 - 2019-11-11 |
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Paper Information |
Registration To |
US |
Conference Code |
2019-11-US |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Examination of carbon-fiber composites fracture mode classification method using support vector machine |
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AE |
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CFRP |
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Support Vector Machine |
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1st Author's Name |
Chiaki Tsunemitsu |
1st Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
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Yasuhisa Hayashi |
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Shizuoka University (Shizuoka Univ.) |
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Speaker |
Author-1 |
Date Time |
2019-11-11 13:00:00 |
Presentation Time |
25 minutes |
Registration for |
US |
Paper # |
US2019-57 |
Volume (vol) |
vol.119 |
Number (no) |
no.277 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2019-11-04 (US) |
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