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Development of Fault Detection and Diagnosis Tool for Building Air-conditioning Systems Based on Knowledge Database

Research Project

Project/Area Number 18560575
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Architectural environment/equipment
Research InstitutionKyushu University

Principal Investigator

AKASHI Yasunori  Kyushu University, Faculty of Human-Environment Studies, Associate Professor (60243896)

Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,490,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥390,000)
Fiscal Year 2007: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2006: ¥1,800,000 (Direct Cost: ¥1,800,000)
KeywordsBuilding / Air-conditioning system / Energy saving / Fault detection and diagnosis / Tool's development / Commissioning
Research Abstract

Fault detection and diagnosis (FDD) in building air conditioning systems is one of essential items which should be verified in commissioning process. Development of a tool to FDD is, however, extremely insufficient without ability to use practically. The purpose of this study is to develop an easy-to-use FDD tool that helps to find the faulty place through the whole building air conditioning system. The results obtained in this study are as follows;
1. The simulation program of an air-conditioning system introduced in an experimental small building has been developed as a launcher of FDD tool, and the simulation parameters have been calibrated by the measured data. The indoor air temperature, system COP and system daily electric power Consumption could be simulated in high accuracy by the simulation program.
2. The prototype FDD tool has been developed, and verified the tool's practicability by introducing in BEMS of the experimental building. In summer experiments, three kinds of fault have been reproduced several times; fault to set up temperature in rooms, fault to control temperature at the fan for the air supply and fault of cold/hot water set up temperature generated by the HPC, and tried to detect them by the developed tool. In the results, the probability that the tool could detect the faults was about 90%.
3. The tool's energy saving effect has been examined quantitatively by simulation case studies targeted an actual air-conditioning system in an office building. In the results, it has been clarified that faults generated in summer, spring and winter seasons could be detected in high probability, and the tool could save energy consumption 5-10% yearly, compared to a case that the tool was not used.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (46 results)

All 2008 2007 2006 2005

All Journal Article (23 results) (of which Peer Reviewed: 4 results) Presentation (20 results) Book (3 results)

  • [Journal Article] Development of Fault Detection and Diagnosis Tools for Building Air-conditioning System2008

    • Author(s)
      Jae-hong Kim
    • Journal Title

      Proceedings of the 3rd The Yellow Sea Rim International Exchange Meeting on Building Environment and Energy No.3

      Pages: 35-41

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A Development of Easy-to-use Tool for Fault Detection and Diagnosis in Buiding Airconditioning Systems2008

    • Author(s)
      Young-hak Song
    • Journal Title

      Energy and Buildings Vol.40

      Pages: 71-82

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A Development of Easy-to-use Tool for Fault Detection and Diagnosis in Building Air-conditioning Systems2008

    • Author(s)
      Young-hak, Song
    • Journal Title

      Energy and Buildings Vol. 40, No. 2

      Pages: 71-82

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Development of Fault Detection and Diagnosis Tool for Building Air-conditioning System2008

    • Author(s)
      Jae-hong Kim, Yasunori Akashi
    • Journal Title

      Proceedings of the 3rd Yellow Sea Rim International Exchange Meeting on Building Environment and Energy No.3

      Pages: 35-41

    • Related Report
      2007 Annual Research Report
  • [Journal Article] A Development of Easy-to-use Tool for Fault Detection and Diagnosis in Building Air-conditioning Systems2008

    • Author(s)
      Young-hak Song, Yasunori Akashi, Jurng-jae Yee
    • Journal Title

      Energy and Builidngs Vol.40, No.2

      Pages: 71-82

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Tool Development of Fault Detection and Diagnosis for Building Air-conditioning2007

    • Author(s)
      Jae-hong Kim
    • Journal Title

      Proceedings of the 2nd The Yellow Sea Rim International Exchange Meeting on Building Environment and Energy No.2

      Pages: 125-136

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An Investigation of Energy Performance Basedon Decadelog Data;HVAC&R System in a Building2007

    • Author(s)
      Yuki Takeda
    • Journal Title

      Proceedings of the 2nd The Yellow Sea Rim International Exchange Meeting on Building Environment and Energy No.2

      Pages: 202-208

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 空調システムの不具合検知・診断ツールの開発2007

    • Author(s)
      赤司 泰義
    • Journal Title

      第37回熱シンポジウム, 日本建築学会 No.37

      Pages: 155-161

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A Tool Development of Fault Detection and Diagnosis for Building Air-conditioning2007

    • Author(s)
      Jae-hong, Kim
    • Journal Title

      Proceedings of the 2nd Yellow Sea Rim International Exchange Meeting on Building Environment and Energy

      Pages: 125-136

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An Investigation of Energy Performance Based on Decade-log Data ; HVAC&R System in a Building2007

    • Author(s)
      Yuki, Takeda
    • Journal Title

      Proceedings of the 2nd Yellow Sea Rim International Exchange Meeting on Building Environment and Energy

      Pages: 202-208

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Development of Fault Detection and Diagnosis Tool for Building Air-conditioning System2007

    • Author(s)
      Yasunori, Akashi
    • Journal Title

      Proceedings of symposium on Building Thermal Environment No. 37

      Pages: 155-161

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Development of Fault Detection and Diagnosis Tools for Building Air-conditioning System2007

    • Author(s)
      Jae-hong, Kim
    • Journal Title

      Proceedings of the 3rd Yellow Sea Rim International Exchange Meeting on Building Environment and Energy

      Pages: 35-41

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 空調システムの不具合検知・診断ツールの開発2007

    • Author(s)
      赤司 泰義
    • Journal Title

      第37回熱シンポジウム、日本建築学会 第37回

      Pages: 155-161

    • Related Report
      2007 Annual Research Report
  • [Journal Article] A Tool Development of Fault Detection and Diagnosis for Building Air-conditioning2007

    • Author(s)
      Jae-hong Kim, Young-hak Song, Yasunori Akashi
    • Journal Title

      Proceedings of the 2nd The Yellow Sea Rim International Meeting on Building Environment and Energy No.2

      Pages: 125-136

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Development of Easy-to-use Tool for Fault Detection and Diagnosis in Building Air-conditioning Systems2007

    • Author(s)
      Young-hak Song, Yasunori Akashi, Jurng-Jae Yee
    • Journal Title

      Journal of Energy and Buildings (in press)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 空調システムシミュレーションモデルのパラメータ同定と精度検証その1 サブモデルにおけるパラメータ同定2007

    • Author(s)
      住吉大輔, 赤司泰義, 和田晃史, 林 徹夫
    • Journal Title

      日本建築学会九州支部研究報告 第46・2

      Pages: 201-204

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 空調システムシミュレーションモデルのパラメータ同定と精度検証その2 内部発熱の同定とシミュレーション精度の検証2007

    • Author(s)
      和田晃史, 赤司泰義, 住吉大輔, 林 徹夫
    • Journal Title

      日本建築学会九州支部研究報告 第46・2

      Pages: 205-208

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 空調システムの不具合検知・診断ツール開発に関する基礎研究2006

    • Author(s)
      宋 永学
    • Journal Title

      日本建築学会環境系論文集 No.607

      Pages: 71-78

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A Basic Study on Development of Fault Detection and Diagnosis Tool for Building Air-conditioning System2006

    • Author(s)
      Young-hak, Song
    • Journal Title

      Journal of Environmental Engineering(Transaction of AIJ) No. 607

      Pages: 71-78

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Continuous Energy Management of the HVAC&R System in an Office Building - System Operation and Energy Consumption for 8 Years after the Building Completion2006

    • Author(s)
      Yasunori, Akashi
    • Journal Title

      Proceedings of International Conference for Enhanced Building Operations

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 空調システムの不具合検知・診断ツール開発に関する基礎研究2006

    • Author(s)
      宋 永学, 赤司泰義
    • Journal Title

      日本建築学会環境系論文集 No.607

      Pages: 71-78

    • NAID

      110004809839

    • Related Report
      2006 Annual Research Report
  • [Journal Article] PIDパラメータの設定不全が空調システム性能に与える影響の検証と最適調整法の提案2006

    • Author(s)
      國吉敬司, 赤司泰義
    • Journal Title

      日本建築学会環境系論文集 No.610

      Pages: 59-65

    • NAID

      110004863729

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Continuous Energy Management of the HVAC&R System in an Office Buiding-System Operation and Energy Consumption for 8 Years after the Buiding Completion2005

    • Author(s)
      Yasunori Akashi
    • Journal Title

      Proceedings of International Conference for Enhanced Building Operations Vol.6(CD)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Presentation] 空調システムにおける不具合検知・診断ツールの改良と検証2008

    • Author(s)
      金 栽弘
    • Organizer
      日本建築学会九州支部研究報告会
    • Place of Presentation
      熊本
    • Year and Date
      2008-03-02
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 事務所ビルにおける継続的な空調エネルギー管理に関する研究率の算定と様々な不具合発生スケジュールによる試算2008

    • Author(s)
      竹田 有希
    • Organizer
      日本建築学会九州支部研究報告会
    • Place of Presentation
      熊本
    • Year and Date
      2008-03-02
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A Tool Development of Fault Detection and Diagnosis for Air-conditioning System2008

    • Author(s)
      Jae-hong, Kim
    • Organizer
      AIJ Kyushu Chapter Architectural Research Meeting(Environment)
    • Place of Presentation
      Kumamoto
    • Year and Date
      2008-03-02
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Continuous Energy Management of the HVAC&R System in an Office Building, Part5 Estimation of the Failure Rate and of the Energy Consumption When the Failures Occur Based on Various Schedules2008

    • Author(s)
      Yuki, Takeda
    • Organizer
      AIJ Kyushu Chapter Architectural Research Meeting(Environment)
    • Place of Presentation
      Kumamoto
    • Year and Date
      2008-03-02
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 空調システムにおける不具合検知・診断ツールの改良と検証2008

    • Author(s)
      金 栽弘、住吉 大輔、赤司 泰義、林 徹夫
    • Organizer
      空気調和・衛生工学会学術講演論文集
    • Place of Presentation
      熊本
    • Year and Date
      2008-03-02
    • Related Report
      2007 Annual Research Report
  • [Presentation] 空調システムにおける不具合検知・診断ツールの実験による検証2007

    • Author(s)
      金 栽弘、宋 永学、住吉 大輔、赤司 泰義、林 徹夫
    • Organizer
      空気調和・衛生工学会九州支部研究報告
    • Place of Presentation
      福岡
    • Year and Date
      2007-05-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 空調システムにおける不具合検知・診断ツールの実験による検証2007

    • Author(s)
      金 栽弘
    • Organizer
      空気調和・衛生工学会九州支部研究報告会
    • Place of Presentation
      福岡
    • Year and Date
      2007-05-26
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A Study on Experimental Inspection of Fault Detection and Diagnosis Tool on Building Air-conditioning System2007

    • Author(s)
      Jae-hong, Kim
    • Organizer
      SHASE Kyushu Chapter Research Meeting
    • Place of Presentation
      Fukuoka
    • Year and Date
      2007-05-26
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 空調システムシミュレーションモデルのパラメータ同定と精度検証その1サブモデルにおけるパラメータ同定2007

    • Author(s)
      住吉 大輔
    • Organizer
      日本建築学会九州支部研究報告会
    • Place of Presentation
      大分
    • Year and Date
      2007-03-04
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 空調システムシミュレーションモデルのパラメータ同定と精度検証その2内部発熱の同定とシミュレーション精度の検証2007

    • Author(s)
      和田 晃史
    • Organizer
      日本建築学会九州支部研究報告会
    • Place of Presentation
      大分
    • Year and Date
      2007-03-04
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Identification of Parameters and Verification of Accuracy for Building Air-conditioning System Model, Partl Identification of Parameters in Sub-model2007

    • Author(s)
      Daisuke, Sumiyoshi
    • Organizer
      AIJ Kyushu Chapter Architectural Research Meeting(Environment)
    • Place of Presentation
      Oita
    • Year and Date
      2007-03-04
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Identification of Parameters and Verification of Accuracy for Building Air-conditioning System Model, Part2 Identification of Internal Heat Generation and Verification of Accuracy Building Air-conditioning System Model2007

    • Author(s)
      Akifumi, Wada
    • Organizer
      AIJ Kyushu Chapter Architectural Research Meeting(Environment)
    • Place of Presentation
      Oita
    • Year and Date
      2007-03-04
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 事務所ビルの継続的な空調エネルギー管理に関する研究(第3報)空調システムシミュレーションの概要2007

    • Author(s)
      竹田 有希
    • Organizer
      空気調和・衛生工学会大会
    • Place of Presentation
      仙台
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 事務所ビルの継続的な空調エネルギー管理に関する研究(第4報)省エネ・省コスト効果の推定2007

    • Author(s)
      伊藤 祥一
    • Organizer
      空気調和・衛生工学会大会
    • Place of Presentation
      仙台
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Continuous Energy Management of the HVAC&R System in an Office Building, Part3 Outline of the HVAC&R System Simulation Model2007

    • Author(s)
      Yuki, Takeda
    • Organizer
      SHASE Annual Meeting
    • Place of Presentation
      Sendai
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Continuous Energy Management of the HVAC&R System in an Office Building, Part4 Estimation of Energy and Cost Saving Effect2007

    • Author(s)
      Shoichi, Ito
    • Organizer
      SHASE Annual Meeting
    • Place of Presentation
      Sendai
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 事務所ビルの継続的な空調エネルギー管理に関する研究(第1報)空調システム概要と竣工後8年間のエネルギー消費実態2006

    • Author(s)
      竹田 有希
    • Organizer
      空気調和・衛生工学会大会
    • Place of Presentation
      長野
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 事務所ビルの継続的な空調エネルギー管理に関する研究(第2報)実測データを用いた空調システムシミュレーションモデルの精度検証2006

    • Author(s)
      伊藤 祥一
    • Organizer
      空気調和・衛生工学会大会
    • Place of Presentation
      長野
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Continuous Energy Management of the HVAC&R System in an Office Building, Part 1 Outline and Operation of the HVAC&R System and Energy Consumption for 8 Years after the Building Completion2006

    • Author(s)
      Yuki, Takeda
    • Organizer
      SHASE Annual Meeting
    • Place of Presentation
      Nagano
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Continuous Energy Management of the HVAC&R System in an Office Building, Part 2 Performance Verification of the HVAC&R System Simulation Model by Using Measured Data2006

    • Author(s)
      Shoichi, Ito
    • Organizer
      SHASE Annual Meeting
    • Place of Presentation
      Nagano
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] 持続都市建築システム学シリーズ, 臨床建築学-環境負荷低減のための建物診断・維持管理技術2008

    • Author(s)
      赤司 泰義
    • Publisher
      技報堂出版
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] Series of Sustainable Urban and Architecture Systems, Clinical Architecture-Technologies of building diagnosis and maintenance for reducing environmental loads-2008

    • Author(s)
      Yasunori, Akashi
    • Publisher
      Gihodo
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] 持続都市建築システム学シリーズ、臨床建築学-環境負荷低減のための建物診断・維持管理技術2008

    • Author(s)
      赤司 泰義、佐川 康貴、崎野 健治、住吉 大輔、林 徹夫、松下 博通
    • Total Pages
      145
    • Publisher
      技報堂出版株式会社
    • Related Report
      2007 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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