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Paper Abstract and Keywords
Presentation 2017-07-13 14:15
Basic Practical Verification of Building State Detection using Piezoelectric Sensor and Machine Learning aiming to Realize Safe and Secure Building IoT System
Ryo Oiwa, Sakuya Kishi, Yoichiro Hashizume, Takashi Nakajima, ChangHoon Choi, Takumi Ito, Takahiro Yamamoto, Mikio Hasegawa, Takayuki Kawahara (Tokyo Univ. of Science) ICTSSL2017-20
Abstract (in Japanese) (See Japanese page) 
(in English) We have constructed a wooden building in Kunisaki City, Oita Prefecture and are doing field verifications in order to realize a safe and secure building system (intelligent housing) that makes use of IoT and artificial intelligence that makes it possible to improve the seismic safety of buildings and to recover quickly from natural disasters. In this study, vibration sources were identified by machine learning using the vibration response waveform of a piezoelectric sensor attached to the building. As a result, it was found that the vibration source and a part of the state of building can be identified by the vibration waveforms of a piezoelectric sensor.
Keyword (in Japanese) (See Japanese page) 
(in English) Intelligent housing / Piezoelectric Sensor / Machine Learning / IoT / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 124, ICTSSL2017-20, pp. 17-20, July 2017.
Paper # ICTSSL2017-20 
Date of Issue 2017-07-06 (ICTSSL) 
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 ICTSSL2017-20

Conference Information
Committee ICTSSL  
Conference Date 2017-07-13 - 2017-07-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Kagawa Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ICTSSL 
Conference Code 2017-07-ICTSSL 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Basic Practical Verification of Building State Detection using Piezoelectric Sensor and Machine Learning aiming to Realize Safe and Secure Building IoT System 
Sub Title (in English)  
Keyword(1) Intelligent housing  
Keyword(2) Piezoelectric Sensor  
Keyword(3) Machine Learning  
Keyword(4) IoT  
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Keyword(6)  
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1st Author's Name Ryo Oiwa  
1st Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
2nd Author's Name Sakuya Kishi  
2nd Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
3rd Author's Name Yoichiro Hashizume  
3rd Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
4th Author's Name Takashi Nakajima  
4th Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
5th Author's Name ChangHoon Choi  
5th Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
6th Author's Name Takumi Ito  
6th Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
7th Author's Name Takahiro Yamamoto  
7th Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
8th Author's Name Mikio Hasegawa  
8th Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
9th Author's Name Takayuki Kawahara  
9th Author's Affiliation Tokyo University of Science (Tokyo Univ. of Science)
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Speaker Author-1 
Date Time 2017-07-13 14:15:00 
Presentation Time 25 minutes 
Registration for ICTSSL 
Paper # ICTSSL2017-20 
Volume (vol) vol.117 
Number (no) no.124 
Page pp.17-20 
#Pages 4 
Date of Issue 2017-07-06 (ICTSSL) 

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