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Study on Resident's Thermal Comfort for Energy Saving and Individual Comfort Control on Air-conditioning in Living Environment

Research Project

Project/Area Number 20500664
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field General human life sciences
Research InstitutionSaitama University

Principal Investigator

KOJIMA Kazuyuki  Saitama University, 大学院・理工学研究科, 助教 (60361391)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2008: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords住環境 / 人間生活環境 / 熱工学 / 省エネルギ / 計測工学 / 制御工学 / 省エネルギー
Research Abstract

In this study, thermal characteristics was modeled by using many unspecified sensor information which was selected from the network, and the air conditioning system was controlled using the model. The method to predict the resident's thermal demand was developed, and also the method of the air conditioning in the area adjacent to the resident was examined. For these achievement, (1) The low cost, small size, highly accurate thermal-comfort sensor was developed, and the thermal comfort distribution in the office was measured using them. (2) The sensors selected from many unspecified sensors were appropriately switched, and the resident's thermal comfort was predicted. (3) The extraction method of the two or more residents' demands for the thermal environment was developed, and the extracting system for residents' thermal demands was constructed. (4) The usage of the relation between the resident's demand and the comfort model to control air-conditioner were clarified, and the effectiveness of this method was examined from both sides of the experiment and the simulation.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (43 results)

All 2011 2010 2009 2008 Other

All Journal Article (20 results) (of which Peer Reviewed: 16 results) Presentation (17 results) Remarks (6 results)

  • [Journal Article] Development of Sensor Networks for Predicting Individual Thermal Comfort2011

    • Author(s)
      K.Kojima, T.Okumura
    • Journal Title

      Proceedings of the 8th International Conference on Networked Sensing System 2011 (INSS2011)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Sensor Network for Detecting Human's Thermal Comfort Considering of Individuals, Proceedings of 20112011

    • Author(s)
      小島一恭
    • Journal Title

      International Conference on Electronic Devices, Systems & Applications (ICEDSA2011)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 進化計算による多様な環境に適応する多足歩行ロボットの歩行獲得2011

    • Author(s)
      小島一恭,堀竹直
    • Journal Title

      設計工学 (印刷中)

    • NAID

      10029738074

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 進化計算による多様な環境に適応する多足歩行ロボットの歩行獲得2011

    • Author(s)
      小島一恭, 堀竹直
    • Journal Title

      設計工学

      Volume: 46(印刷中)

    • NAID

      10029738074

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Study on Sensor Fusion for Detecting Human's Thermal Comfort Considering of Individuals2010

    • Author(s)
      小島一恭
    • Journal Title

      Proceedings of 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA2010)

      Pages: 1355-1360

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Study on Sensor Fusion for Detecting Human's Thermal Comfort Considering of Individuals2010

    • Author(s)
      Kazuyuki Kojima
    • Journal Title

      Proceedings of the 2010 10th International Conference o n Intelligent Systems Design and Applications

      Pages: 1355-1360

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 人間-環境系における人間の感覚予測のための次世代センサネットワーク技術に関する研究2010

    • Author(s)
      小島一恭
    • Journal Title

      平成21年度総合研究機構プロジェクト報告書

      Volume: 8 Pages: 49-50

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Dynamic Modeling of Individual Thermal Comfort Correlated with Sensor Networks2009

    • Author(s)
      小島一恭
    • Journal Title

      Design Engineering Workshop 2009 (DEWS 2009)

    • Related Report
      2010 Final Research Report
  • [Journal Article] Study on Sensor Networks Correlated with Human's Thermal Sensation2009

    • Author(s)
      小島一恭
    • Journal Title

      ICROS-SICE International Joint Conference 2009 (ICCAS-SICE 2009)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] VHDL Design Automation Using Evolutionary Computation2009

    • Author(s)
      小島一恭
    • Journal Title

      Proceedings of 2009 IEEE International Symposium on Industrial Electronics (IEEE ISIE 2009)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Dynamic Modeling of Individual Thermal Comfort Correlated with Sensor Networks2009

    • Author(s)
      小島一恭
    • Journal Title

      Proc.of Design Engineering Workshop 2009(DEWS2009)

      Pages: 95-98

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Study on Sensor Networks Correlated with Human's Thermal Sensation2009

    • Author(s)
      小島一恭
    • Journal Title

      Proc.of ICROS-SICE International Joint Conference 2009(ICCAS-SICE 2009)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] VHDL Design Automation Using Evolutionary Computation2009

    • Author(s)
      小島一恭
    • Journal Title

      Proc.of 2009 International Symposium on Industrial Electronics(IEEE ISIE 2009)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] センサネットワークを用いた複数居住者の個別快適度予測2009

    • Author(s)
      小島一恭
    • Journal Title

      第43回空気調和・冷凍連合講演会講演論文集

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Supporting Air-Conditioning Controller Design Using Evolutionary Computation2008

    • Author(s)
      K.Kojima, K.Watanuki
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing Vol.2, No.1

    • NAID

      130000080782

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of Individual Thermal Sensation Using Unspecified Sensors in Sensor NetworksProceedings of International Conference on Control2008

    • Author(s)
      小島一恭
    • Journal Title

      Automation and Systems 2008(ICCAS2008)

      Pages: 123-126

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Supporting VHDL Design for Air-Conditioning Controller Using Evolutionary Computation2008

    • Author(s)
      K.Kojima, K.Watanuki
    • Journal Title

      Proceedings of the 17th World Congress The International Federation of Automatic Control(IFAC'08)

      Pages: 12318-12323

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Supporting Air-Conditioning Controller Design Using Evolutionary Computation2008

    • Author(s)
      K.Kojima and K.Watanuki
    • Journal Title

      Journal of Advanced Mechanical Design, Systems and Manufacturing Vol.2, No.1

      Pages: 108-118

    • NAID

      130000080782

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Supporting VHDL Design for Air-Conditioning Controller Using Evolutionary Computation2008

    • Author(s)
      K. Kojima and K. Watanuki
    • Journal Title

      Proceedings of the 17th World Congress The International Federation of Automatic Control(IFAC'08)

      Pages: 12318-12323

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of Individual Thermal Sensation Using Unspecified Sensors in Sensor Networks2008

    • Author(s)
      K. Kojima
    • Journal Title

      Proceedings of International Conference on Control, Automation and Systems 2008(ICCAS2008)

      Pages: 123-126

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Development of Sensor Networks for Predicting Individual Thermal Comfort2011

    • Author(s)
      K.Kojima, T.Okumura
    • Organizer
      the 8th International Conference on Networked Sensing System 2011 (INSS2011)(査読有)
    • Place of Presentation
      台湾・澎湖
    • Related Report
      2010 Final Research Report
  • [Presentation] センサネットワークを用いた居住者の個別快適度推定2011

    • Author(s)
      小島一恭,奥村高広
    • Organizer
      2011 JSME Conference on Robotics and Mechatronics (ROBOMEC2011)(No.11-5, 2P1-J11, pp.1-4 査読無)
    • Place of Presentation
      岡山コンベンションセンター
    • Related Report
      2010 Final Research Report
  • [Presentation] Sensor Network for Detecting Human's Thermal Comfort Considering of Individuals2011

    • Author(s)
      小島一恭
    • Organizer
      2011 International Conference on Electronic Devices, Systems & Applications (ICEDSA2011)(査読有)
    • Place of Presentation
      マレーシア・クアラルンプール
    • Related Report
      2010 Final Research Report
  • [Presentation] Study on Sensor Fusion for Detecting Human's Thermal Comfort Considering of Individuals2010

    • Author(s)
      小島一恭
    • Organizer
      2010 10th International Conference on Intelligent Systems Design and Applications (ISDA2010)(pp.1355-1360,査読有)
    • Place of Presentation
      エジプト・カイロ大学
    • Year and Date
      2010-12-01
    • Related Report
      2010 Final Research Report
  • [Presentation] Study on Sensor Fusion for Detecting Human's Thermal Comfort Considering of Individuals2010

    • Author(s)
      Kazuyuki Kojima
    • Organizer
      2010 10th International Conference on Intelligent Systems Design and Applications
    • Place of Presentation
      エジプト・カイロ大学
    • Year and Date
      2010-12-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] Dynamic Modeling of Individual Thermal Comfort Correlated with Sensor Networks2009

    • Author(s)
      小島一恭
    • Organizer
      Design Engineering Workshop (DEWS2009)(査読無)
    • Place of Presentation
      沖縄
    • Year and Date
      2009-10-27
    • Related Report
      2010 Final Research Report
  • [Presentation] Dynamic Modeling of Individual Thermal Comfort Correlated with Sensor Networks2009

    • Author(s)
      小島一恭
    • Organizer
      Design Engineering Workshop 2009(DEWS2009)
    • Place of Presentation
      沖縄
    • Year and Date
      2009-10-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] Study on Sensor Networks Correlated with Human's Thermal Sensation2009

    • Author(s)
      小島一恭
    • Organizer
      ICROS-SICE International Joint Conference 2009 (ICCAS-SICE 2009)(査読有)
    • Place of Presentation
      福岡
    • Year and Date
      2009-08-19
    • Related Report
      2010 Final Research Report
  • [Presentation] Study on Sensor Networks Correlated with Human's Thermal Sensation2009

    • Author(s)
      小島一恭
    • Organizer
      ICROS-SICE International Joint Conference 2009(ICCAS-SICE 2009)
    • Place of Presentation
      福岡
    • Year and Date
      2009-08-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] VHDL Design Automation Using Evolutionary Computation2009

    • Author(s)
      小島一恭
    • Organizer
      2009 IEEE International Symposium on Industrial Electronics (IEEE ISIE 2009)(査読有)
    • Place of Presentation
      大韓民国・ソウル
    • Year and Date
      2009-07-06
    • Related Report
      2010 Final Research Report
  • [Presentation] VHDL Design Automation Using Evolutionary Computation2009

    • Author(s)
      小島一恭
    • Organizer
      2009 International Symposium on Industrial Electronics(IEEE ISIE 2009)
    • Place of Presentation
      大韓民国・ソウル
    • Year and Date
      2009-07-06
    • Related Report
      2009 Annual Research Report
  • [Presentation] センサネットワークを用いた複数居住者の個別快適度予測2009

    • Author(s)
      小島一恭
    • Organizer
      第43回空気調和・冷凍連合講演会(査読無)
    • Place of Presentation
      東京海洋大学
    • Year and Date
      2009-04-22
    • Related Report
      2010 Final Research Report
  • [Presentation] センサネットワークを用いた複数居住者の個別快適度予測2009

    • Author(s)
      小島一恭
    • Organizer
      第43回空気調和・冷凍連合講演会
    • Place of Presentation
      東京
    • Year and Date
      2009-04-22
    • Related Report
      2009 Annual Research Report
  • [Presentation] Prediction of Individual Thermal Sensation Using Unspecified Sensors in Sensor NetworksProceedings of International Conference on Control2008

    • Author(s)
      小島一恭
    • Organizer
      Automation and Systems 2008(ICCAS2008)(査読有)
    • Place of Presentation
      大韓民国・ソウル
    • Year and Date
      2008-10-15
    • Related Report
      2010 Final Research Report
  • [Presentation] Prediction of Individual Thermal Sensation Using Unspecified Sensors in Sensor Networks2008

    • Author(s)
      K. Kojima
    • Organizer
      International Conference on Control, Automation and Systems 2008(ICCAS2008)
    • Place of Presentation
      大韓民国・ソウル
    • Year and Date
      2008-10-15
    • Related Report
      2008 Annual Research Report
  • [Presentation] Supporting VHDL Design for Air-Conditioning Controller Using Evolutionary Computation2008

    • Author(s)
      K.Kojima, K.Watanuki
    • Organizer
      The 17th World Congress of the International Federation of Automatic Control(IFAC'08)(査読有)
    • Place of Presentation
      大韓民国・ソウル
    • Year and Date
      2008-07-10
    • Related Report
      2010 Final Research Report
  • [Presentation] Supporting VHDL Design for Air-Conditioning Controller Using Evolutionary Computation2008

    • Author(s)
      K. Kojima and K. Watanuki
    • Organizer
      The 17th World Congress The International Federation of Automatic Control(IFAC'08)
    • Place of Presentation
      大韓民国・ソウル
    • Year and Date
      2008-07-10
    • Related Report
      2008 Annual Research Report
  • [Remarks] 人間-環境系における人間の感覚予測のためのセンサグリッドの自己組織化に関する研究,平成22年度埼玉大学総合研究機構プロジェクト報告書,(2011).

    • URL

      http://human.mech.saitama-u.ac.jp/Faculty/kojima/

    • Related Report
      2010 Final Research Report
  • [Remarks] 人間-環境系における人間の感覚予測のための次世代センサネットワーク技術に関する研究,平成21年度埼玉大学総合研究機構プロジェクト報告書,Vol.8,pp.49-50(2010).

    • Related Report
      2010 Final Research Report
  • [Remarks] ホームページ等

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://human.mech.saitama-u.ac.jp/Faculty/kojima/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://human.mech.saitama-u.ac.jp/Faculty/kojima/

    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://human.mech.saitama-u.ac.jp/Faculty/kojima/

    • Related Report
      2008 Annual Research Report

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

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