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| Paper Abstract and Keywords | ||
| Presentation | 2015-01-15 14:10 Operating state estimation of electric appliances based on power-time-series at a distribution board Hiroshi Inoue, Fumihiko Ishiyama, Toshio Watanabe, Takashi Ohyama (NTT)  ICM2014-35 LOIS2014-42 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We study a method based on the naive Bayes classifier for estimating an On/Off state of air-conditioners by using statistical features extracted from time series of aggregated power consumption of a household. A method utilizing duration of the high power state is proposed. The estimation accuracy is evaluated using a probabilistic classifier as estimation model AODE (Averaged One-Dependence Estimators), and the effectiveness of the proposed method is confirmed. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | electric power / state estimation / feature value / AODE / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 390, LOIS2014-42, pp. 19-22, Jan. 2015. | |
| Paper # | LOIS2014-42 | |
| Date of Issue | 2015-01-08 (ICM, LOIS) | |
| 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) | |
| Download PDF | ICM2014-35 LOIS2014-42 |
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| Conference Information | |
| Committee | ICM LOIS |
| Conference Date | 2015-01-15 - 2015-01-16 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kanmon Straits & Mojiko Retro |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Practical Use of Lifelog, Office Information System, Business Management, etc. |
| Paper Information | |
| Registration To | LOIS |
| Conference Code | 2015-01-ICM-LOIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Operating state estimation of electric appliances based on power-time-series at a distribution board |
| Sub Title (in English) | |
| Keyword(1) | electric power |
| Keyword(2) | state estimation |
| Keyword(3) | feature value |
| Keyword(4) | AODE |
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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 | 2015-01-15 14:10:00 |
| Presentation Time | 20 minutes |
| Registration for | LOIS |
| Paper # | ICM2014-35, LOIS2014-42 |
| Volume (vol) | vol.114 |
| Number (no) | no.389(ICM), no.390(LOIS) |
| Page | pp.19-22 |
| #Pages | 4 |
| Date of Issue | 2015-01-08 (ICM, LOIS) |
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