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Paper Abstract and Keywords
Presentation 2017-03-10 11:20
Evaluation of Active Sensing Classification for Household Appliances
Tin Petrovic, Hiroyuki Morikawa (UTokyo) ASN2016-94
Abstract (in Japanese) (See Japanese page) 
(in English) Household appliances and plug in loads amount to between a quarter to a third of household electric demand while often being classified as miscellaneous energy consumption. To be able to fully understand energy consumption in an era of ever growing numbers of devices, we evaluate a new type of active sensing method to test its ability to classify different types of electrical loads in sub-minute time, allowing for appliance classification without the need to collect data for long periods of time. We demonstrate how to collect and break down an electric signal with active sensing and show that it is possible to correctly classify appliances with simple sensors and without long data gathering times.
Keyword (in Japanese) (See Japanese page) 
(in English) Energy monitoring / Sensors / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 509, ASN2016-94, pp. 241-246, March 2017.
Paper # ASN2016-94 
Date of Issue 2017-03-02 (ASN) 
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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Conference Information
Committee MoNA ASN IPSJ-MBL IPSJ-UBI  
Conference Date 2017-03-09 - 2017-03-10 
Place (in Japanese) (See Japanese page) 
Place (in English) University of Tokyo (Hongo Campus) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Mobile Ad Hoc Network, Next generation wireless communicasion, Field Sensing, Mobile Application, Ubiquitous Service, Ubiquitous System, etc. 
Paper Information
Registration To ASN 
Conference Code 2017-03-MoNA-ASN-MBL-UBI 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Active Sensing Classification for Household Appliances 
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Keyword(1) Energy monitoring  
Keyword(2) Sensors  
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1st Author's Name Tin Petrovic  
1st Author's Affiliation Research Center for Advanced Science and Technology, The University of Tokyo (UTokyo)
2nd Author's Name Hiroyuki Morikawa  
2nd Author's Affiliation Research Center for Advanced Science and Technology, The University of Tokyo (UTokyo)
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Speaker Author-1 
Date Time 2017-03-10 11:20:00 
Presentation Time 25 minutes 
Registration for ASN 
Paper # ASN2016-94 
Volume (vol) vol.116 
Number (no) no.509 
Page pp.241-246 
#Pages
Date of Issue 2017-03-02 (ASN) 


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