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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
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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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Conference Information
Committee IA IPSJ-IOT SITE  
Conference Date 2015-03-05 - 2015-03-06 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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)  
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
Date of Issue 2015-02-26 (SITE, IA) 


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