| Presentation | 2018-05-19 Panel data regression model analysis on energy saving behaviors at home Hiroyuki Ogura, Shunsuke Managi, Masahiko Ishino, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | sharing economy / sustainable development / decarbonization / electricity deregulation / demand response / decentralized energy system / panel data regression analysis / Evidence Based Policy Making |
| Paper # | SWIM2018-5 |
| Date of Issue | 2018-05-12 (SWIM) |
| Conference Information | |
| Committee | SWIM |
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| Conference Date | 2018/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yoshihisa Udagawa(Tokyo Polytechnic Univ.) |
| Vice Chair | Tadashi Ogino(Meisei Univ.) / Osamu Yuki(Canon) |
| Secretary | Tadashi Ogino(Bunkyo Univ.) / Osamu Yuki(Fujitsu Labs.) |
| Assistant | Akihiro Hayashi(Onosokki) / Kenji Saotome(Hosei Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Software Interprise Modeling |
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| Language | JPN |
| 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.) |
| Date | 2018-05-19 |
| Paper # | SWIM2018-5 |
| Volume (vol) | vol.118 |
| Number (no) | SWIM-47 |
| Page | pp.pp.21-26(SWIM), |
| #Pages | 6 |
| Date of Issue | 2018-05-12 (SWIM) |