Paper Abstract and Keywords |
Presentation |
2016-05-20 09:30
Automatic extraction of current waveforms of individual appliances from current waveforms on power distribution board Fumihiko Ishiyama, Hiroshi Inoue, Yasunao Suzuki (NTT) SIP2016-15 IE2016-15 PRMU2016-15 MI2016-15 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We are investigating a method of disaggregating current waveforms of appliances on a power distribution board to estimate power consumption of each appliance. As we are using SVM for the disaggregation, we should obtain all the current waveforms of all the appliances prior to the disaggregation. Therefore, cost efficient technique of obtaining the current waveforms of the appliances from the current waveforms on the power distribution board which are the mixed current waveforms of the appliances is required. We propose such a method and evaluate the method with our field data. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
HEMS / NIALM / SVM / automatic measurement of training data / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 36, SIP2016-15, pp. 79-84, May 2016. |
Paper # |
SIP2016-15 |
Date of Issue |
2016-05-12 (SIP, IE, PRMU, MI) |
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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SIP2016-15 IE2016-15 PRMU2016-15 MI2016-15 |
Conference Information |
Committee |
PRMU IE MI SIP |
Conference Date |
2016-05-19 - 2016-05-20 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
SIP |
Conference Code |
2016-05-PRMU-IE-MI-SIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Automatic extraction of current waveforms of individual appliances from current waveforms on power distribution board |
Sub Title (in English) |
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HEMS |
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NIALM |
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SVM |
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automatic measurement of training data |
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1st Author's Name |
Fumihiko Ishiyama |
1st Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
2nd Author's Name |
Hiroshi Inoue |
2nd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
3rd Author's Name |
Yasunao Suzuki |
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Nippon Telegraph and Telephone Corporation (NTT) |
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Speaker |
Author-1 |
Date Time |
2016-05-20 09:30:00 |
Presentation Time |
30 minutes |
Registration for |
SIP |
Paper # |
SIP2016-15, IE2016-15, PRMU2016-15, MI2016-15 |
Volume (vol) |
vol.116 |
Number (no) |
no.36(SIP), no.37(IE), no.38(PRMU), no.39(MI) |
Page |
pp.79-84 |
#Pages |
6 |
Date of Issue |
2016-05-12 (SIP, IE, PRMU, MI) |
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