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A method to synthesize reliable input motions for seismic design considering the effect of various uncertainty factors using the concept of information theory

Research Project

Project/Area Number 24360177
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Structural engineering/Earthquake engineering/Maintenance management engineering
Research InstitutionThe University of Tokyo

Principal Investigator

HONDA Riki  東京大学, 新領域創成科学研究科, 教授 (60301248)

Co-Investigator(Kenkyū-buntansha) MIYAMOTO Takashi  山梨大学, 総合研究部, 助教 (30637989)
Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2014: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2013: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2012: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywords設計用入力地震動 / 耐震設計 / 情報エントロピー / 不確実性 / 非線形挙動 / 入力地震動 / Jensen Shannon エントロピー / 設計用入力波形 / 地震動集合
Outline of Final Research Achievements

This research proposes a concept that, for the seismic design, not a few strong ground motions, but a whole set of input ground motions should be considered. To implement this concept, we developed a scheme to determine the set of ground motions in which their value in terms of their effect on the seismic performance of the structures are evaluated by information entropy. Also proposed a practical method to synthesize the ground motions that represent the set of ground motions, in which a candidate of input motion “learns” other waves to grow a representative wave to be considered in the seismic design. The develop method uses Jensen-Shannon divergence for stable computation of information quantity and utilizes clustering method to deal with a wide range of ground motions efficiently.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (23 results)

All 2016 2015 2014 2012 Other

All Journal Article (7 results) (of which Peer Reviewed: 7 results) Presentation (16 results)

  • [Journal Article] Clustering Ground Motions using Jensen-Shannon Divergence to Consider Dissimilarity of Nonlinear Structural Response Values2016

    • Author(s)
      宮本崇,本田利器
    • Journal Title

      Journal of Japan Association for Earthquake Engineering

      Volume: 16 Issue: 3 Pages: 3_41-3_52

    • DOI

      10.5610/jaee.16.3_41

    • NAID

      130005133038

    • ISSN
      1884-6246
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] JS divergenceに基づく地震動波形のクラスタリング手法による観測地震動記録群の分類2016

    • Author(s)
      宮本崇,本田利器
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: 72

    • NAID

      130005152753

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] APPLICABILITY OF CLUSTERING SCHEME FOR GROUND MOTIONS USING JS DIVERGENCE TO SPECTRUM COMPATIBLE DESIGN MOTIONS2015

    • Author(s)
      宮本崇,本田利器
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. A1 (Structural Engineering & Earthquake Engineering (SE/EE))

      Volume: 71 Issue: 4 Pages: I_799-I_806

    • DOI

      10.2208/jscejseee.71.I_799

    • NAID

      130005100234

    • ISSN
      2185-4653
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] STOCHASTIC ESTIMATION FOR THE EFFECT OF NUMBER OF DESIGN INPUT MOTIONS ON SEISMIC PERFORMANCE OF STRUCTURES2014

    • Author(s)
      宮本崇,本田利器
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. A1 (Structural Engineering & Earthquake Engineering (SE/EE))

      Volume: 70 Issue: 4 Pages: I_981-I_990

    • DOI

      10.2208/jscejseee.70.I_981

    • NAID

      130004557129

    • ISSN
      2185-4653
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Setting design input motion based on the information of a set of possible ground motions2014

    • Author(s)
      T. Miyamoto and R. Honda
    • Journal Title

      Life-Cycle of Structural Systems:Design, Assessment, Maintenance and Management

      Volume: なし Pages: 2193-2198

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 設計用入力地震動の数が構造物の耐震強度に及ぼす影響の確率的評価2014

    • Author(s)
      宮本崇・本田利器
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: 70

    • NAID

      130004557129

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effectiveness of Mutual Information to Select Appropriate Indices for Selection of Design Ground Motions2012

    • Author(s)
      Tauqir Ahmed and Honda Riki
    • Journal Title

      International Journal of Engineering and Technology

      Volume: 4 Pages: 689-692

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] JS divergenceに基づく地震動波形のクラスタリング手法による観測地震動記録群の分類2015

    • Author(s)
      宮本崇,本田利器
    • Organizer
      第35回地震工学研究発表会
    • Place of Presentation
      東京大学生産研究所
    • Year and Date
      2015-10-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] JS divergenceを用いた構造物の非線形応答値に基づく地震動波形のクラスタリング2015

    • Author(s)
      宮本崇,本田利器
    • Organizer
      土木学会第70回年次学術講演会
    • Place of Presentation
      岡山大学
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] JS divergenceに基づく地震波クラスタリング手法の実観測記録への適用性の検証2015

    • Author(s)
      宮本崇,本田利器
    • Organizer
      第18回応用力学シンポジウム
    • Place of Presentation
      金沢大学
    • Year and Date
      2015-05-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] Jensen-Shannon divergenceを用いた構造物の非線形応答値に基づく地震動波形の集合のクラスタリング2014

    • Author(s)
      宮本崇、本田利器
    • Organizer
      第14回地震工学シンポジウム
    • Place of Presentation
      幕張メッセ(千葉県千葉市)
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Setting design input motion based on information of a set of possible ground motions2014

    • Author(s)
      Takashi Miyamoto and Riki Honda
    • Organizer
      Fourth International Symposium on Life-Cycle Civil Engineering
    • Place of Presentation
      早稲田大学International Conference Center(東京都新宿区)
    • Year and Date
      2014-11-16 – 2014-11-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] JS divergenceを用いた地震動波形のクラスタリング手法のスペクトル適合波への適用性2014

    • Author(s)
      宮本崇、本田利器
    • Organizer
      第34回地震工学研究発表会
    • Place of Presentation
      まちなかキャンパス長岡(新潟県長岡市)
    • Year and Date
      2014-10-09 – 2014-10-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] 不確実性を反映した多数の想定地震動の特性の機械学習に基づく設計地震動の合成2014

    • Author(s)
      宮本崇、本田利器
    • Organizer
      第63回理論応用力学講演会
    • Place of Presentation
      東京工業大学大岡山キャンパス(東京都目黒区)
    • Year and Date
      2014-09-26 – 2014-09-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] 租査用入力地震動集合の大きさの情報エントロピーを用いた評価の信頼性に関する基礎的検討2012

    • Author(s)
      宮本崇, 本田利器
    • Organizer
      地震工学研究発表会
    • Place of Presentation
      東京大学生産技術研究所,東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] Enhancement of Effectiveness of Indices for Design Ground Motion Selection to Consider Nonlinear Structural Response2012

    • Author(s)
      Tauqir AHMED and Riki HONDA
    • Organizer
      地震工学研究発表会
    • Place of Presentation
      東京大学生産技術研究所,東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] 設計地震動"集合"の利用とその性能の定量的評価手法の提案2012

    • Author(s)
      宮本崇, 本田利器
    • Organizer
      土木学会第67回年次学術講演会
    • Place of Presentation
      名古屋大学,名古屋
    • Related Report
      2012 Annual Research Report
  • [Presentation] Enhancement of Effectiveness of Indices for Design Ground Motion Selection to Consider Nonlinear Structural Response2012

    • Author(s)
      Tauqir AHMED and Riki HONDA
    • Organizer
      The 14th International Summer Symposium, JSCE
    • Place of Presentation
      名古屋大学,名古屋
    • Related Report
      2012 Annual Research Report
  • [Presentation] Quantification of Reliability of Ground Motion Selection by Using Nonlinear Response of Structure as Feature Indices2012

    • Author(s)
      Tauqir Ahmed, Takashi Miyamoto and Riki Honda
    • Organizer
      15th World Conference on Earthquake Engineering
    • Place of Presentation
      Lisbon, Portugal
    • Related Report
      2012 Annual Research Report
  • [Presentation] Synthesis of Design Input Motion Reflecting Information of Possible Ground Motions2012

    • Author(s)
      Takashi Miyamoto, Tauqir Ahmed and Riki Honda
    • Organizer
      15th World Conference on Earthquake Engineering
    • Place of Presentation
      Lisbon, Portugal
    • Related Report
      2012 Annual Research Report
  • [Presentation] Synthesis of Design Ground Motion Representing the Information of a Set of Possible Ground Motions

    • Author(s)
      Riki Honda and Takashi Miyamoto
    • Organizer
      11th International Conference on Structural Safety & Reliability
    • Place of Presentation
      New York, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] 設計用入力地震動の数が構造物の耐震強度に及ぼす影響の確率的評価

    • Author(s)
      宮本崇・本田利器
    • Organizer
      第33回地震工学研究発表会
    • Place of Presentation
      東京,東京大学生産技術研究所
    • Related Report
      2013 Annual Research Report
  • [Presentation] 設計地震動“集合”の利用とその性能の定量的評価手法の提案

    • Author(s)
      宮本崇,本田利器
    • Organizer
      土木学会第67回年次学術講演会
    • Place of Presentation
      千葉,日本大学
    • Related Report
      2013 Annual Research Report

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Published: 2012-04-24   Modified: 2019-07-29  

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