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Paper Abstract and Keywords
Presentation 2018-05-19 15:40
Panel data regression model analysis on energy saving behaviors at home -- Relationship between Smart Grid Economics and Inclusive Wealth --
Hiroyuki Ogura (Mitsubishi Electric Corp), Shunsuke Managi (Kyushu Univ.), Masahiko Ishino (Bunkyo Univ.) SWIM2018-5
Abstract (in Japanese) (See Japanese page) 
(in English) In order to realize Decarbonization and Digital Economy Society, it is necessary to introduce demand response (DR) into the home, and it is important to grasp the energy saving behavior at home. However, the study is inadequate. In this paper, we first constructed a random effect model that treats unobserved heterogeneity(i.e.,household fixed effects or time fixed effects) as a random variable, or a fixed effect model that assigns dummy variables to each household. Next, we used this regression model to analyze the panel data of each household electricity usage (30 minutes value) in Nakanojo electric power 'General household electricity saving behavior survey (DR demonstration experiment)' in Gunma prefecture prefecture. Then we tested that the regression analysis model of power usage ond DR effect with DR and temperature as an explanatory variable is statistically significant. Furthermore, we considered the relationship with the panel data regression analysis model constructed in this paper, Smart Grid Economics and Inclusive Wealth, accompanying the low voltage electricity deregulation after April 2016.
Keyword (in Japanese) (See Japanese page) 
(in English) sharing economy / sustainable development / decarbonization / electricity deregulation / demand response / decentralized energy system / panel data regression analysis / Evidence Based Policy Making  
Reference Info. IEICE Tech. Rep., vol. 118, no. 47, SWIM2018-5, pp. 21-26, May 2018.
Paper # SWIM2018-5 
Date of Issue 2018-05-12 (SWIM) 
ISSN Online edition: ISSN 2432-6380
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 SWIM  
Conference Date 2018-05-19 - 2018-05-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Kikai-Shinko-Kaikan Bldg. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SWIM 
Conference Code 2018-05-SWIM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Panel data regression model analysis on energy saving behaviors at home 
Sub Title (in English) Relationship between Smart Grid Economics and Inclusive Wealth 
Keyword(1) sharing economy  
Keyword(2) sustainable development  
Keyword(3) decarbonization  
Keyword(4) electricity deregulation  
Keyword(5) demand response  
Keyword(6) decentralized energy system  
Keyword(7) panel data regression analysis  
Keyword(8) Evidence Based Policy Making  
1st Author's Name Hiroyuki Ogura  
1st Author's Affiliation Mitsubishi Electric Corporation (Mitsubishi Electric Corp)
2nd Author's Name Shunsuke Managi  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
3rd Author's Name Masahiko Ishino  
3rd Author's Affiliation Bunkyo University (Bunkyo Univ.)
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Speaker Author-1 
Date Time 2018-05-19 15:40:00 
Presentation Time 25 minutes 
Registration for SWIM 
Paper # SWIM2018-5 
Volume (vol) vol.118 
Number (no) no.47 
Page pp.21-26 
Date of Issue 2018-05-12 (SWIM) 

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