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| Presentation | 2019-11-11 15:45 Research on Hammering Test Diagnosis of Concrete Columns by Ultrasonic Transducer Using Deep Learning Ryota Mori, Eiji Iwatsuki, Teruyuki Kozuka, Norio Tsuda (AIT), Masanori Sato (HONDA ELECTRONICS)  US2019-63 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The life of concrete columns is said to be about 50 years, and cracks occur inside concrete columns that have been used for many years. In the conventional method, an operator listens to the hammer hitting sound of concrete column and determines the defects inside the concrete column. This inspection method has a drawback that it is necessary for an operator to receive training in advance in order to judge a defect inside a concrete column. Therefore, in addition to the need to train human resources engaged in hammer hitting sound inspection, the defect detection rate depended on the skill level of the worker. Therefore, many studies have been conducted so far to quantitatively judge the defects inside the concrete. In this study, we report a method for learning the hammer hitting sound of concrete columns using deep learning and automatically judging defects. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Ultrasonic Transducer / Deep Learning / Concrete / Deterioration / Hammering Test / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 277, US2019-63, pp. 31-35, Nov. 2019. | |
| Paper # | US2019-63 | |
| 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) | |
| Download PDF | US2019-63 |
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| Conference Information | |
| Committee | US |
| Conference Date | 2019-11-11 - 2019-11-11 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| 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) | Research on Hammering Test Diagnosis of Concrete Columns by Ultrasonic Transducer Using Deep Learning |
| Sub Title (in English) | |
| Keyword(1) | Ultrasonic Transducer |
| Keyword(2) | Deep Learning |
| Keyword(3) | Concrete |
| Keyword(4) | Deterioration |
| Keyword(5) | Hammering Test |
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| 1st Author's Name | Ryota Mori |
| 1st Author's Affiliation | Aichi Institute of Technology (AIT) |
| 2nd Author's Name | Eiji Iwatsuki |
| 2nd Author's Affiliation | Aichi Institute of Technology (AIT) |
| 3rd Author's Name | Teruyuki Kozuka |
| 3rd Author's Affiliation | Aichi Institute of Technology (AIT) |
| 4th Author's Name | Norio Tsuda |
| 4th Author's Affiliation | Aichi Institute of Technology (AIT) |
| 5th Author's Name | Masanori Sato |
| 5th Author's Affiliation | HONDA ELECTRONICS Co.,LTD (HONDA ELECTRONICS) |
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| Speaker | Author-1 |
| Date Time | 2019-11-11 15:45:00 |
| Presentation Time | 25 minutes |
| Registration for | US |
| Paper # | US2019-63 |
| Volume (vol) | vol.119 |
| Number (no) | no.277 |
| Page | pp.31-35 |
| #Pages | 5 |
| Date of Issue | 2019-11-04 (US) |
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