Paper Abstract and Keywords |
Presentation |
2015-03-05 15:15
Distributed Demand Scheduling Method Based on Grouping by Demand Curve in Smart Grid Akiyuki Imamura, Soushi Yamamoto, Hidetoshi Takeshita (Keio Univ.), Satoru Okamoto, Eiji Oki (UEC), Naoaki Yamanaka (Keio Univ.) SITE2014-65 IA2014-97 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In smart grid, it is necessary to reduce peak power load for effective operation of power generators. Batch scheduling method via home gateway which predicts the next day's demand schedule was reported. This method has a large prediction error and deteriorates because of batch scheduling. To solve these problems, real-time scheduling method via home gateway is necessary. This method divides the whole group into several subgroups for parallel scheduling. However, in some cases, it makes a new peak demand because each subgroup is assigned the objective value independently. We propose a novel scheduling method that can operate coordinated among subgroups. Proposed method divides the all houses to several subgroups based on their feature of demand curve. We define the objective value to cooperate among these subgroups. Each subgroup controls the shift-able demand toward the objectives by genetic algorithm. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Smart Grid / Demand Side Management / Genetic Algorithm / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 495, IA2014-97, pp. 79-84, March 2015. |
Paper # |
IA2014-97 |
Date of Issue |
2015-02-26 (SITE, IA) |
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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SITE2014-65 IA2014-97 |
Conference Information |
Committee |
IA IPSJ-IOT SITE |
Conference Date |
2015-03-05 - 2015-03-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Internet and Information Ethics Education, etc. |
Paper Information |
Registration To |
IA |
Conference Code |
2015-03-IA-IOT-SITE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Distributed Demand Scheduling Method Based on Grouping by Demand Curve in Smart Grid |
Sub Title (in English) |
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Keyword(1) |
Smart Grid |
Keyword(2) |
Demand Side Management |
Keyword(3) |
Genetic Algorithm |
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1st Author's Name |
Akiyuki Imamura |
1st Author's Affiliation |
Keio University (Keio Univ.) |
2nd Author's Name |
Soushi Yamamoto |
2nd Author's Affiliation |
Keio University (Keio Univ.) |
3rd Author's Name |
Hidetoshi Takeshita |
3rd Author's Affiliation |
Keio University (Keio Univ.) |
4th Author's Name |
Satoru Okamoto |
4th Author's Affiliation |
The University of Electro-Communications (UEC) |
5th Author's Name |
Eiji Oki |
5th Author's Affiliation |
The University of Electro-Communications (UEC) |
6th Author's Name |
Naoaki Yamanaka |
6th Author's Affiliation |
Keio University (Keio Univ.) |
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Speaker |
Author-1 |
Date Time |
2015-03-05 15:15:00 |
Presentation Time |
25 minutes |
Registration for |
IA |
Paper # |
SITE2014-65, IA2014-97 |
Volume (vol) |
vol.114 |
Number (no) |
no.494(SITE), no.495(IA) |
Page |
pp.79-84 |
#Pages |
6 |
Date of Issue |
2015-02-26 (SITE, IA) |
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