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Development of Methodology for Utility Demand Prediction Considering Actual Variations in Inhabitant Behavior Schedules

Research Project

Project/Area Number 20686040
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Architectural environment/equipment
Research InstitutionKyushu University

Principal Investigator

HAGISHIMA Aya  九州大学, 大学院・総合理工学研究院, 准教授 (60294980)

Project Period (FY) 2008 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2009: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2008: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords空調負荷 / 生活スケジュール / 熱負荷計算 / 空調エネルギー消費 / 最大負荷
Research Abstract

Total Utility Demand Prediction System, TUD-PS was established to predict utility demand such as electricity, gas, hot water and air-conditioning load, on a basis of time-varying inhabitants' behavior schedule. In addition, the stochastic characteristics of heating/cooling load of a dwelling in a residential building were investigated based on time-series data estimated by TUD-PS. The analysis indicates that probability density distributions of heating/cooling load normalized by the average for various types of dwelling and family type shows a similar tendency, and optimizing parameters of Erlang distribution were presented.

Report

(6 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report   Self-evaluation Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (29 results)

All 2011 2010 2009 2008 Other

All Journal Article (21 results) (of which Peer Reviewed: 13 results) Presentation (6 results) Remarks (2 results)

  • [Journal Article] 住棟・街区など多住戸系への適用を前提にした居住者の生活スケジュールの多様性を考慮した包括的ユーティリティデマンド予測手法2011

    • Author(s)
      谷本潤, 萩島理
    • Journal Title

      日本建築学会環境系論文集

      Volume: Vol.76(660) Pages: 141-149

    • NAID

      130004936987

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Journal Article] 居住者の生活スケジュールの多様性を考慮した包括的ユーティリティデマンド予測手法を適用した集合住宅における熱負荷特性に関する検討2010

    • Author(s)
      谷本潤, 萩島理, 諫山由紀子, 岩井雄志
    • Journal Title

      空気調和・衛生工学会論文集

      Volume: Vol.161 Pages: 35-40

    • NAID

      110007811900

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Journal Article] Total Utility Demand Prediction System for dwellings based on stochastic processes of actual inhabitants2010

    • Author(s)
      J Tanimoto, A Hagishima
    • Journal Title

      Journal of Building Performance Simulation

      Volume: Vol.3 Pages: 155-167

    • Related Report
      2011 Final Research Report
  • [Journal Article] Total Utility Demand Prediction System for dwellings based on stochastic processes of actual inhabitants2010

    • Author(s)
      O Tanimoto J, Hagishima A
    • Journal Title

      Journal of Building Performance Simulation Vol.3

      Pages: 155-167

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] 居住者の生活スケジュールの多様性を考慮した包括的ユーティリティデマンド予測手法を適用した集合住宅における熱負荷特性に関する検討2010

    • Author(s)
      谷本潤, 萩島理, 諌山由紀子, 岩井雄志
    • Journal Title

      空気調和・衛生工学会論文集 Vol.161

      Pages: 35-40

    • NAID

      110007811900

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Total Utility Demand Prediction System for dwellings based on stochastic processes of actual inhabitants2010

    • Author(s)
      Tanimoto, J., Hagishima, A
    • Journal Title

      Journal of Building Performance Simulation

      Volume: 3 Pages: 155-167

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 居住者の生活スケジュールの多様性を考慮した包括的ユーティリティデマンド予測手法の構築2009

    • Author(s)
      谷本潤, 萩島理, 岩井雄志, 諌山由紀子
    • Journal Title

      日本建築学会環境系論文集

      Volume: Vol.74 Pages: 579-586

    • NAID

      200000355268

    • Related Report
      2011 Final Research Report
  • [Journal Article] 居住者の生活スケジュールの多様性を考慮した包括的ユーティリティデマンド予測手法の構築2009

    • Author(s)
      谷本潤, 萩島理, 岩井雄志, 諌山由紀子
    • Journal Title

      日本建築学会環境系論文集 Vol.74

      Pages: 579-586

    • NAID

      200000355268

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] 84. 居住者の生活スケジュールの多様性を考慮した包括的ユーティリティデマンド予測手法の構築2009

    • Author(s)
      谷本潤, 萩島理, 岩井雄志, 諌山由紀子
    • Journal Title

      日本建築学会環境系論文集 74

      Pages: 579-586

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] エネルギー計算に用いる生活スケジュールに関する研究第8報-2005年度版データに基づく生活スケジュールデータの生成2008

    • Author(s)
      岩井雄志, 谷本潤, 相良博喜, 萩島理
    • Journal Title

      空気調和・衛生工学会論文集

      Volume: Vol.136 Pages: 43-46

    • NAID

      110007996741

    • Related Report
      2011 Final Research Report
  • [Journal Article] Validation of Methodology for Utility Demand Prediction Considering Actual Variations in Inhabitant Behavior Schedules2008

    • Author(s)
      J Tanimoto, A Hagishima, H Sagara
    • Journal Title

      Journal of Building Performance Simulation

      Volume: Vol.1(1) Pages: 1-12

    • Related Report
      2011 Final Research Report
  • [Journal Article] A methodology for peak energy requirement considering actual variation of occupants' behavior schedules2008

    • Author(s)
      J Tanimoto, A Hagishima, H Sagara
    • Journal Title

      Building and Environment

      Volume: Vol.43(4) Pages: 610-619

    • Related Report
      2011 Final Research Report
  • [Journal Article] Validation of Probabilistic Methodology for Generating Actual Inhabitants' Behavior Schedules for Accurate Prediction of Maximum Energy Requirements2008

    • Author(s)
      J Tanimoto, A Hagishima, H Sagara
    • Journal Title

      Energy and Buildings

      Volume: Vol.40 Pages: 316-322

    • Related Report
      2011 Final Research Report
  • [Journal Article] Validation of Probabilistic Methodology for Generating Actual Inhabitants' Behavior Schedules for Accurate Prediction of Maximum Energy Requirements2008

    • Author(s)
      Tanimoto J, Hagishima A, Sagara H
    • Journal Title

      Energy and Buildings Vol.40

      Pages: 316-322

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] A methodology for peak energy requirement considering actual variation of occupants' behavior schedules2008

    • Author(s)
      Tanimoto J, Hagishima A, Sagara H
    • Journal Title

      Building and Environment Vol.43(4)

      Pages: 610-619

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Validation of Methodology for Utility Demand Prediction Considering Actual Variations in Inhabitant Behavior Schedules2008

    • Author(s)
      Tanimoto J, Hagishima A, Sagara H
    • Journal Title

      Journal of Building Performance Simulation Vol.1(1)

      Pages: 1-12

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] エネルギー計算に用いる生活スケジュールに関する研究第8報-2005年度版データに基づく生活スケジュールデータの生成2008

    • Author(s)
      岩井雄志, 谷本潤, 相良博喜, 萩島理
    • Journal Title

      空気調和・衛生工学会論文集 Vol.136

      Pages: 43-46

    • NAID

      110007996741

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] エネルギー計算に用いる生活スケジュールに関する研究第8報-2005年度版データに基づく生活スケジュールデータの生成2008

    • Author(s)
      岩井雄志, 谷本潤, 相良博喜, 萩島理
    • Journal Title

      空気調和・衛生工学会論文集 136

      Pages: 43-46

    • NAID

      110007996741

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Validation of Methodology for Utility Demand Prediction Considering Actual Variations in Inhabitant Behavior Schedules2008

    • Author(s)
      Tanimoto. J. ; Hagishima. A. ; Sagara. H
    • Journal Title

      Journal of Building Performance Simulation 1(1)

      Pages: 1-12

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A methodology for peak energy requirement considering actual variation of occupants' behavior schedules2008

    • Author(s)
      Tanimoto. J. ; Hagishima. A. ; Sagara. H
    • Journal Title

      Building and Environment 43(4)

      Pages: 610-619

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Validation of Probabilistic Methodology for Generating Actual Inhabitants' Behavior Schedules for Accurate Prediction of Maximum Energy Requ irements2008

    • Author(s)
      Tanimoto. J. ; Hagishima. A. ; Sagara. H
    • Journal Title

      Energy and Buildings 40

      Pages: 316-322

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Total utility demand prediction for multi-dwelling sites considering variation of occupant behavior schedules2011

    • Author(s)
      Tanimoto, J., Hagishima, A, Iwai, T., Ikegaya, N.
    • Organizer
      Proc.of 12th IBPSA Conference
    • Place of Presentation
      オーストラリア、シドニー
    • Related Report
      2011 Annual Research Report
  • [Presentation] 居住者生活スケジュールの多様性を考慮した熱負荷予測手法を用いた基礎的検討2010

    • Author(s)
      諌山由紀子,岩井雄志,谷本潤,萩島理
    • Organizer
      日本建築学会学術講演梗概集
    • Place of Presentation
      富山大学
    • Year and Date
      2010-09-10
    • Related Report
      2011 Final Research Report 2010 Annual Research Report 2010 Self-evaluation Report
  • [Presentation] 居住者生活スケジュールの多様性を考慮した熱負荷予測手法を用いた基礎的検討2009

    • Author(s)
      諌山由紀子,岩井雄志,谷本潤,萩島理
    • Organizer
      日本建築学会学術講演梗概集
    • Place of Presentation
      東北大学
    • Year and Date
      2009-08-28
    • Related Report
      2011 Final Research Report
  • [Presentation] 居住者生活スケジュールの多様性を考慮した熱負荷予測手法を用いた基礎的検討2009

    • Author(s)
      諌山由紀子, 岩井雄志, 谷本潤, 萩島理
    • Organizer
      日本建築学会学術講演梗概集2009
    • Place of Presentation
      東北大学
    • Year and Date
      2009-08-28
    • Related Report
      2010 Self-evaluation Report 2009 Annual Research Report
  • [Presentation] 居住者の生活スケジュールの多様性を考慮したユーティリティデマンド予測に関する研究第1報手法の概要と集合住宅モデルケースの検討2008

    • Author(s)
      岩井雄志,谷本潤,萩島理
    • Organizer
      日本建築学会学術講演梗概集
    • Place of Presentation
      広島大学
    • Year and Date
      2008-09-19
    • Related Report
      2011 Final Research Report
  • [Presentation] 居住者の生活スケジュールの多様性を考慮したユーティリティデマンド予測に関する研究第1報手法の概要と集合住宅モデルケースの検討2008

    • Author(s)
      岩井雄志, 谷本潤, 萩島理
    • Organizer
      日本建築学会2008年度大会
    • Place of Presentation
      広島大学
    • Year and Date
      2008-09-19
    • Related Report
      2010 Self-evaluation Report 2008 Annual Research Report
  • [Remarks] ホームページ

    • URL

      http://ktlabo.cm.kyushu-u.ac.jp/j/software/tud-ps.http://ktlabo.cm.kyushu-u.ac.jp/j/software/tud-ps.htm

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://ktlabo.cm.kyushu-u.ac.jp/j/software/tud-ps.htm

    • Related Report
      2011 Annual Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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