Paper Abstract and Keywords |
Presentation |
2014-05-29 11:30
Estimating on/off state of electric appliances by using statistical features of power-time-series
-- Evaluating effectiveness of the feature, Evaluating estimation accuracy -- Hiroshi Inoue, Fumihiko Ishiyama, Toshio Watanabe, Takashi Ohyama (NTT) EE2014-4 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A method for estimating an On/Off state of air-conditioners using statistical features extracted from time series of overall power consumption of a family are discussed. The proposed method uses five statistic features and estimate state of an individual home appliance using the naive Bayes classifier. The analysis of relations between states of air-conditioners and statistical features implied that the features were effective to discriminate the On/Off state of the air-conditioners. The results that were applied to actual living-data confirmed a certain degree validity of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Electric Power / Time Series / Naive Bayes Classifier / State Estimation / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 63, EE2014-4, pp. 19-23, May 2014. |
Paper # |
EE2014-4 |
Date of Issue |
2014-05-22 (EE) |
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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EE2014-4 |
Conference Information |
Committee |
EE IEE-HCA |
Conference Date |
2014-05-29 - 2014-05-29 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
The Kikai Shinko Kaikan building |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
EE |
Conference Code |
2014-05-EE-HCA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Estimating on/off state of electric appliances by using statistical features of power-time-series |
Sub Title (in English) |
Evaluating effectiveness of the feature, Evaluating estimation accuracy |
Keyword(1) |
Electric Power |
Keyword(2) |
Time Series |
Keyword(3) |
Naive Bayes Classifier |
Keyword(4) |
State Estimation |
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1st Author's Name |
Hiroshi Inoue |
1st Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
2nd Author's Name |
Fumihiko Ishiyama |
2nd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
3rd Author's Name |
Toshio Watanabe |
3rd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
4th Author's Name |
Takashi Ohyama |
4th Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
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Speaker |
Author-1 |
Date Time |
2014-05-29 11:30:00 |
Presentation Time |
30 minutes |
Registration for |
EE |
Paper # |
EE2014-4 |
Volume (vol) |
vol.114 |
Number (no) |
no.63 |
Page |
pp.19-23 |
#Pages |
5 |
Date of Issue |
2014-05-22 (EE) |