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Development of urban-scale energy demand model for residential, commercial and transportation sectors considering human behavior

Research Project

Project/Area Number 23760550
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Architectural environment/equipment
Research InstitutionOsaka University

Principal Investigator

YOHEI Yamaguchi  大阪大学, 工学(系)研究科(研究院), 助教 (40448098)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords生活行動 / エネルギー / モデル開発 / 民生部門 / 交通行動 / エージェントシミュレーション / 都市エネルギー / 交通 / 実態調査
Outline of Final Research Achievements

This research developed an urban-scale energy demand model for the residential, commercial and transportation sectors of Keihanshin Metropolitan region, Japan. The procedure of model development is described in the following steps: The building stock and transportation trips are divided into several categories according to the building/trip characteristics, and an archetype model, representative of a particular building/trip category, is developed. The unit energy consumption for each category is next quantified by conducting energy demand simulations by using the archetypes as input. Finally, the total energy demand is quantified by multiplying the unit energy demand by the number of units in each stock/trip category. In order to consider relationship among the sectors, a stochastic behavior model of residential occupants was developed. Together with the transportation model, the result was used to estimate movement of people and to assume commercial building users’ behavior.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (32 results)

All 2015 2014 2013 2012 2011

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (27 results)

  • [Journal Article] 小規模事務所における冬期暖房負荷と室内温度分布2013

    • Author(s)
      山口容平,永山紗弥子,下田吉之,西山満,西端康介,今井和哉,濱根潤也,三瀬農士
    • Journal Title

      空気調和・衛生工学会論文集

      Volume: 197 Pages: 1-9

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Prediction of photovoltaic and solar water heater diffusion and evaluation of promotion policies on the basis of consumers' choices.2013

    • Author(s)
      Yohei Yamaguchi
    • Journal Title

      Applied Energy

      Volume: 102 Pages: 1148-1159

    • DOI

      10.1016/j.apenergy.2012.06.037

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Reduction potential of operational carbon dioxide emission of Nakanoshima business/cultural area as a model for low-carbon districts in warm climates2013

    • Author(s)
      Yohei Yamaguchi, Yoshiyuki Shimoda, Takehito Kitano
    • Journal Title

      Building and Environment

      Volume: 59 Pages: 187-202

    • DOI

      10.1016/j.buildenv.2012.08.019

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Per capita energy consumption for living, work, transport and other activities in cities in the Keihanshin Metropolitan Region2012

    • Author(s)
      Yohei Yamaguchi, Soki Nakashima ,& Yoshiyuki Shimoda
    • Journal Title

      Japan, International Journal of Sustainable Building Technology and Urban Development

      Volume: 3:1 Issue: 1 Pages: 68-76

    • DOI

      10.1080/2093761x.2012.673923

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 太陽光発電と省エネルギー技術の大規模導入を考慮した地域電力需要の将来推計2012

    • Author(s)
      高村しおり,山口容平,羽原宏美,下田吉之
    • Journal Title

      日本建築学会環境系論文集

      Volume: 77 Pages: 805-811

    • NAID

      200000356985

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 住宅地域が持つ電力需要調整能力の定量評価2015

    • Author(s)
      東野正和,山口容平,下田吉之
    • Organizer
      第31回エネルギーシステム・経済・環境コンファレンス講演論文集
    • Place of Presentation
      砂防会館(東京都千代田区)
    • Year and Date
      2015-01-27 – 2015-01-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] 熱源機器の採用比率,機器効率の経年変化が近畿圏業務施設エネルギー需要に及ぼす影響の評価2015

    • Author(s)
      岡本大河,山口容平,宮地優介,光永悠二,下田吉之
    • Organizer
      第31回エネルギーシステム・経済・環境コンファレンス講演論文集
    • Place of Presentation
      砂防会館(東京都千代田区)
    • Year and Date
      2015-01-27 – 2015-01-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] Validation of an Energy Demand Model of Residential Buildings2014

    • Author(s)
      Yohei Yamaguchi, Yoshiyuki Shimoda
    • Organizer
      Proceedings of the ASim2014
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2014-11-28 – 2014-11-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Simulation of Home Appliance Use and Electricity Consumption to Quantify Residential Energy Management Resources2014

    • Author(s)
      Masakazu Higashino, Takuya Fujimoto, Yohei Yamaguchi, Yoshiyuki. Shimoda
    • Organizer
      Proceedings of the ASim2014
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2014-11-28 – 2014-11-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Development and Validation of Residential Water Heating Demand Simulation Model Reflecting Variation among Households2014

    • Author(s)
      Kotaro Ukawa, Yohei Yamaguchi, Yoshiyuki Shimoda
    • Organizer
      Proceedings of the ASim2014
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2014-11-28 – 2014-11-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 畿圏事務所,宿泊,医療施設ストックのエネルギー需要推計モデルの開発2014

    • Author(s)
      岡本大河,山口容平,松岡亜希子,下田吉之
    • Organizer
      第33回エネルギー・資源学会研究発表会講演論文集
    • Place of Presentation
      砂防会館(東京都千代田区)
    • Year and Date
      2014-06-10 – 2014-06-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 住宅機器・設備の所有,仕様,居住者による操作の実態調査とエネルギー需要に及ぼす影響の評価2014

    • Author(s)
      板垣優矢,山口容平,草清和明,下田吉之
    • Organizer
      第33回エネルギー・資源学会研究発表会講演論文集
    • Place of Presentation
      砂防会館(東京都千代田区)
    • Year and Date
      2014-06-10 – 2014-06-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 住宅における居住者生活行為時間配分の実態把握2014

    • Author(s)
      山口容平,下田吉之
    • Organizer
      エネルギー・資源学会第33回エネルギー・資源学会研究発表会講演論文集
    • Place of Presentation
      砂防会館(東京都千代田区)
    • Year and Date
      2014-06-10 – 2014-06-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 高時間分解能を持つ住宅ロードカーブ推計モデルの開発モデル化手法に伴うロードカーブ特性情報損失の評価2014

    • Author(s)
      東野正和,山口容平,下田吉之
    • Organizer
      第30回エネルギーシステム・経済・環境コンファレンス
    • Place of Presentation
      砂防会館,東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 業務施設の多様性を考慮した近畿圏業務部門エネルギー需要モデルの開発 その1業務施設ストックデータベースに基づく建物類型区分の開発2014

    • Author(s)
      525. 松岡亜希子,山口容平,岡本大河,下田吉之
    • Organizer
      第30回エネルギーシステム・経済・環境コンファレンス
    • Place of Presentation
      砂防会館,東京
    • Related Report
      2013 Research-status Report
  • [Presentation] Urban scale modelling of energy demand of retail facilities2013

    • Author(s)
      Akiko Matsuoka, Yohei Yamaguchi, Yusuke Suzuki, Yoshiyuki Shimoda
    • Organizer
      BS2013
    • Place of Presentation
      Chambery, France
    • Related Report
      2013 Research-status Report
  • [Presentation] Urban-scale energy modeling of food supermarket considering uncertainty2013

    • Author(s)
      Yohei Yamaguchi, Yusuke Suzuki, Ruchi Choudhary, Adam Booth, Yoshiyuki Shimoda
    • Organizer
      BS2013
    • Place of Presentation
      Chambery, France
    • Related Report
      2013 Research-status Report
  • [Presentation] 住宅における生活時間と機器・設備操作がエネルギー消費に及ぼす影響2013

    • Author(s)
      山口容平,佐藤大樹,東野正和,下田吉之
    • Organizer
      第32回エネルギー・資源学会研究発表会
    • Place of Presentation
      砂防会館,東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 商業施設エネルギー消費原単位分析に用いる業態区分の開発2013

    • Author(s)
      山口容平,松岡亜希子,山崎政人,下田吉之,村上周三,坊垣和明,松縄堅,亀谷茂樹,高口洋人,半澤久,吉野博,浅野良晴,奥宮正哉,村川三郎,依田浩敏
    • Organizer
      空気調和・衛生工学会大会
    • Place of Presentation
      信州大学,長野
    • Related Report
      2013 Research-status Report
  • [Presentation] 実測結果を用いた住宅電力消費の決定要因の分析2013

    • Author(s)
      佐藤大樹,山口容平,東野正和,下田吉之
    • Organizer
      第29回エネルギーシステム・経済・環境コンファレンス
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 電力需要及び配電系統統合モデルによる住宅地への太陽光発電大量導入影響の評価2013

    • Author(s)
      草清和明,山口容平,杉原英治,下田吉之
    • Organizer
      第29回エネルギーシステム・経済・環境コンファレンス
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 不確実性を考慮した近畿圏内の食料品スーパーマーケットのエネルギー需要モデルの開発2013

    • Author(s)
      鈴木雄介,山口容平,Ruchi Choudhary,松岡亜希子,下田吉之
    • Organizer
      第29回エネルギーシステム・経済・環境コンファレンス
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] Classification of Japanese Retail Facilities to Establish Benchmark Energy Consumption2012

    • Author(s)
      Yohei Yamaguchi, Yusuke Suzuki, Yoshiyuki Shimoda, Masato Yamazaki, et al.
    • Organizer
      2012 ACEEE Summer Study on Energy Efficiency in Buildings
    • Place of Presentation
      Asilomar Conference Center, Pacific Grove, CA
    • Related Report
      2012 Research-status Report
  • [Presentation] Comparison of Occupant behavior Models Applied to a Household2012

    • Author(s)
      Yohei Yamaguchi, Marcos Tanaka, Yoshiyuki Shimoda
    • Organizer
      the Asim2012- 1st Asia conference of International Building Performance Simulation Association
    • Place of Presentation
      Shanghai, China
    • Related Report
      2012 Research-status Report
  • [Presentation] Evaluation Of Energy-Saving Performance of Office Building Task/Ambient Systems Considering Dynamic Worker’S Behaviour2012

    • Author(s)
      Ayaka Murai, Yohei Yamaguchi , Yoshiyuki Shimoda, Takumi Kanaya, Akihito Hiromori, Hirozumi Yamaguchi, Teruo Higashino
    • Organizer
      the Asim2012- 1st Asia conference of International Building Performance Simulation Association
    • Place of Presentation
      Shanghai, China
    • Related Report
      2012 Research-status Report
  • [Presentation] 太陽光発電大量導入による住宅地配電線電圧影響と住宅構成の関係性評価2012

    • Author(s)
      草清和明,藤本卓也,山口容平,杉原英治,下田吉之
    • Organizer
      平成24年第31回エネルギー資源学会研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2012 Research-status Report
  • [Presentation] 飲食店舗におけるエネルギー消費量削減の可能性2012

    • Author(s)
      鈴木雄介,山口容平,下田吉之,堀直人
    • Organizer
      平成24年第31回エネルギー資源学会研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2012 Research-status Report
  • [Presentation] オフィスビルを対象としたエネルギー消費実態調査と調整可能性の検討2012

    • Author(s)
      村井絢香,山口容平,下田吉之,廣森聡仁,山口弘純,東野輝夫
    • Organizer
      平成24年第31回エネルギー資源学会研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2012 Research-status Report
  • [Presentation] アンケートに基づく住宅エネルギー消費決定要因の分析2012

    • Author(s)
      山口容平,青木拓也,羽原宏美,下田吉之
    • Organizer
      平成24年第31回エネルギー資源学会研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2012 Research-status Report
  • [Presentation] 分単位住宅電力消費の決定要因の分析第三報-機器性能,生活行動,機器操作が住宅電力消費に与える影響2012

    • Author(s)
      佐藤大樹,山口容平,下田吉之
    • Organizer
      平成24年第31回エネルギー資源学会研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2012 Research-status Report
  • [Presentation] Occupant Behavior Model For Households To Estimate2011

    • Author(s)
      Yamaguchi Y., Fujimoto T. Shimoda Y.
    • Organizer
      Proceedings of Building Simulation 2011
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2011 Research-status Report
  • [Presentation] 東電管内家庭部門を対象とする電力需要推計とピーク需要削減可能 量の評価2011

    • Author(s)
      山口容平,藤本卓也,下田吉之,
    • Organizer
      平成23 年電気学会 電子・情報・システム部門大会
    • Place of Presentation
      富山県富山市
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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