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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ASN2016-94 |
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) |
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(See Japanese page) |
Title (in English) |
Evaluation of Active Sensing Classification for Household Appliances |
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Energy monitoring |
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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 |
6 |
Date of Issue |
2017-03-02 (ASN) |
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