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Paper Abstract and Keywords
Presentation 2019-11-21 13:45
[Invited Lecture] Maintenance technology for machine component using Information and Communication Technology (ICT) -- Data-annotation for smart maintenance --
Kesaaki Minemura (SHI) AP2019-124 RCS2019-221
Abstract (in Japanese) (See Japanese page) 
(in English) As information and communication technology develops, more industrial machines and their components are being connected to the cloud and maintenance service providers. In the field of machine maintenance, a transition is occurring from conventional time-based maintenance, in which maintenance is performed at fixed time intervals, to condition-based maintenance (CBM), which is called smart maintenance, using cloud data. For a CBM criteria, it is necessary to extract features that indicate changes in the machine condition from collected data. In setting the CBM criteria, it is necessary to determine the relationship between the collected data and domain knowledge through a process called data annotation. To introduce an example of data annotation, this paper describes data analysis of experimental data from a gear motor, signal processing, and data annotation with domain knowledge for the smart maintenance of machine components.
Keyword (in Japanese) (See Japanese page) 
(in English) ICT / Condition Monitoring / CBM / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 296, RCS2019-221, pp. 105-108, Nov. 2019.
Paper # RCS2019-221 
Date of Issue 2019-11-13 (AP, RCS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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Conference Information
Committee AP RCS  
Conference Date 2019-11-20 - 2019-11-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Saga Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Adaptive Antenna, Equalization, Interference Canceler, MIMO, Wireless Communications, etc. 
Paper Information
Registration To RCS 
Conference Code 2019-11-AP-RCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Maintenance technology for machine component using Information and Communication Technology (ICT) 
Sub Title (in English) Data-annotation for smart maintenance 
Keyword(1) ICT  
Keyword(2) Condition Monitoring  
Keyword(3) CBM  
1st Author's Name Kesaaki Minemura  
1st Author's Affiliation Sumitomo Heavy Industries (SHI)
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Date Time 2019-11-21 13:45:00 
Presentation Time 25 
Registration for RCS 
Paper # IEICE-AP2019-124,IEICE-RCS2019-221 
Volume (vol) IEICE-119 
Number (no) no.295(AP), no.296(RCS) 
Page pp.97-100(AP), pp.105-108(RCS) 
#Pages IEICE-4 
Date of Issue IEICE-AP-2019-11-13,IEICE-RCS-2019-11-13 

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