• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Modeling of earthquake phase spectrum using a stochastic deferential equation and development of a simulation method of earthquake motion form phase spectrum

Research Project

Project/Area Number 16360230
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Structural engineering/Earthquake engineering/Maintenance management engineering
Research InstitutionKobe Gakuin University (2006)
Waseda University (2005)
Kyoto University (2004)

Principal Investigator

SATO Tadanobu  Kobe Gakuin University, Institute for Interdisciplinary Education, Professor, 学際教育機構, 教授 (00027294)

Co-Investigator(Kenkyū-buntansha) YOSHIDA Ikumasa  Musashi Institute of Technology, Civil Engineering, Professor, 工学部, 教授 (60409373)
MURONO Yoshitaka  Railway Technical Research Institute, chief Researcher, 構造技術研究部, 主任研究員 (70425924)
FUNAKI Nobue  Kobe Gakuin University, Institute for Interdisciplinary Education, Lecturer, 学際教育機構, 講師 (50434915)
澤田 純男  京都大学, 防災研究所, 助教授 (70187293)
本田 利器  京都大学, 防災研究所, 助手 (60301248)
張 至鎬  早稲田大学, 理工学術院, 助手 (70367051)
濱田 政則  早稲田大学, 理工学術院, 教授 (30164916)
Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥14,900,000 (Direct Cost: ¥14,900,000)
Fiscal Year 2006: ¥3,900,000 (Direct Cost: ¥3,900,000)
Fiscal Year 2005: ¥5,000,000 (Direct Cost: ¥5,000,000)
Fiscal Year 2004: ¥6,000,000 (Direct Cost: ¥6,000,000)
KeywordsDesign Seismic Motion / Phase Spectrum / Group Delay time / Phase Modeling / Response Spectrum Compatible Motion / Hilbert Transformation / Phase Spectrum Compatible Motion / Modeling Group Delay time / 地震動模擬 / 位相特性 / 確率微分方程式 / 耐震設計 / 地盤の非線形特性 / 位相スペクトル / 因果性 / 地震動シミュレーショ / 群遅延時間のモデル化 / 群遅延時間の不確定性
Research Abstract

Both the amplitude and phase characteristics of earthquake motion provide key information needed to evaluate the aseismic capacity of designed structures. A method to simulate phase spectra is one of challenging topic in the design standard which is used to generate design earthquake motions compatible with the design spectra. We present a simple method for modeling the phase characteristic of earthquake motion based on group delay time and wavelet analysis. First the phase spectra are modeled for near and far source regions. Existing data sets of observed earthquake motions and wavelet analysis are used to calculate the group delay time of each earthquake motion. Regression equations for the mean group delay time and standard deviation of group delay time are obtained as functions of the earthquake's magnitude, epicenter distance and several source parameters. Simulating sample phase spectra assuming Gaussian nature of group delay time, earthquake motions compatible with the design response spectra then are simulated, and their characteristics investigated using ductility demand spectra. Second we develop a method to simulate realistic earthquake motions from phase spectra. The essential requirement of non-stationary time function such as earthquake motion is the causality. Because of this nature of earthquake motion its amplitude and phase cannot be assigned independently to simulate realistic earthquake motions. The restriction to be place on its phase spectra, however, has not been clearly defined to simulate a causal earthquake motion when its Fourier amplitude is given apriori. We develop a method to simulate earthquake motions from a given phase spectrum taking into account the causality restriction. Third we discuss a new method to simulate group delay time using the stochastic differential equation.

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (25 results)

All 2007 2006 2005 2004

All Journal Article (25 results)

  • [Journal Article] H_∞ Filtering in Neural Network Training and Pruning with Application to System Identification2007

    • Author(s)
      He-Sheng Tang, Dong-Tao Xue, Tadanobu Sato
    • Journal Title

      Journal of Computing in Civil Engineering, ASCE 21・1

      Pages: 47-58

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Nonlinear System Identification of the Versatile-Typed Structure in the Time Domain2007

    • Author(s)
      Jian Zhang, Tadanobu Sato, Susumu Iai
    • Journal Title

      Earthquake Engineering & Structural Dynamics DOI:10.1002

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] H_∞ Filtering in Neural Network Training and Pruning with Application to System Identification2007

    • Author(s)
      He-Sheng Tang, Dong-Tao Xue, Tadanobu Sato
    • Journal Title

      Journal of Computing in Civil Engineering ASCE,21,1

      Pages: 47-58

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] H_∞ Filtering in Neural Network Training and Pruning with Application to System Identification2007

    • Author(s)
      He-Sheng, Tang, Dong-Tao, Xue, Tadanobu Sato
    • Journal Title

      Journal of Computing in Civil Engineering, ASCE 21・1

      Pages: 47-58

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Nonlinear System Identification of the Versatile-Typed Structure in the Time Domain2007

    • Author(s)
      Jian Zhang, Tadanobu Sato, Susumu Iai
    • Journal Title

      Earthquake Engineering & Structural Dynamics, DOI:10.1002

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Novel Support Vector Regression for Structural System Identification2006

    • Author(s)
      Jian Zhang, Tadanobu Sato, Susumu Iai
    • Journal Title

      Journal of Structural Safety 27

      Pages: 392-406

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Non-linear Hysteretic Structural Identification by Utilizing On-line Support Vector Regression2006

    • Author(s)
      Jian Zhang, Tadanobu Sato
    • Journal Title

      土木学会論文集A 62・2

      Pages: 312-322

    • NAID

      10019321434

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] 構造物のカオス応答アトラクタを用いた損傷検出法の開発2006

    • Author(s)
      佐藤忠信, 田中庸平
    • Journal Title

      土木学会論文集A 62・4

      Pages: 915-924

    • NAID

      10019325367

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] モンテカルロフィルタを用いた効率的構造道程法の開発とその適用2006

    • Author(s)
      佐藤忠信, 田中庸平
    • Journal Title

      土木学会論文集A 62・3

      Pages: 693-701

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Non-linear Hysteretic Structural Identification by Utilizing On-line Support Vector Regression2006

    • Author(s)
      Jian Zhang, Tadanobu Sato
    • Journal Title

      Doboku Gakkai Ronnbunnshuu A 62,2

      Pages: 312-322

    • NAID

      10019321434

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] EFFICIENT SYSTEM IDENTIFICATION ALGORITHM USING MONTE CARLO FILTER AND ITS APPLICATION2006

    • Author(s)
      Tadanobu SATO, Youhei TANAKA
    • Journal Title

      Doboku Gakkai Ronbunshuu A 62,3

      Pages: 693-701

    • NAID

      10019323333

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] DETECTION OF MIMOR STRUCTURAL DAMAGE USING CHAOTIC EXCITATION AND ATTRACTOR-BASED DAMAGE INDICATOR2006

    • Author(s)
      Tadanobu SATO, Youhei TANAKA
    • Journal Title

      Doboku Gakkai Ronbunshuu A 62,4

      Pages: 914-925

    • NAID

      10019325367

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Novel Support Vector Regression for Structural System Identification2006

    • Author(s)
      Jian Zhang, Tadanobu Sato, Susumu Iai
    • Journal Title

      Journal of Structural Safey 27

      Pages: 392-406

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Design earthquake motions for railway facilities in Japan2005

    • Author(s)
      Tadanobu Sato
    • Journal Title

      Proceedings of EURODYN 2005 Structural dynamics

      Pages: 85-94

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Effect of phase spectrum uncertainties of earthquake motion on seismic fragility curve of steel bridge pier2005

    • Author(s)
      Tadanobu Sato, Midori Masumoto, Ikumasa Yoshida
    • Journal Title

      Proceedings of Second international Conference on Urban Earthquake Engineering, Tokyo Institute of Technology

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 超一様分布を用いた損傷度解析2005

    • Author(s)
      吉田郁政, 佐藤忠信
    • Journal Title

      構造工学論文集 Vol.51A

      Pages: 351-356

    • Related Report
      2005 Annual Research Report
  • [Journal Article] MCMCを用いた損傷確率の効率的計算法2005

    • Author(s)
      吉田郁政, 佐藤忠信
    • Journal Title

      土木学会論文集 No.794/I-72

      Pages: 43-52

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Seismic Reliability Analysis of a Large Scale Gas Network2004

    • Author(s)
      Tadanobu Sato, Yuki Omichi, Yasuo Ogawa
    • Journal Title

      Proceedings of the Third Taiwan-Japand Workshop on Lifeline Performance an Disaster Mitigation

      Pages: 281-287

    • Related Report
      2004 Annual Research Report
  • [Journal Article] H∞-Neural Network Training and Pruning for System Identification2004

    • Author(s)
      Hesheng TANG, Tadanobu SATO, songtao XUE
    • Journal Title

      Proceedings of International Symposium on Network and Center-Based Research for Smart Stractures Technologies and Earthquake Engineering

      Pages: 75-80

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 適応型モシテカルロフィルターを用いた損傷同定について2004

    • Author(s)
      吉田 郁政, 佐藤 忠信
    • Journal Title

      土木学会論文集 Vol.I-67, No.759

      Pages: 259-269

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Application of Stochastic Characteristics of Phase Spectrum to Random Vibration Analysis of S.D.O.F System2004

    • Author(s)
      Y.Murono, T.Sato
    • Journal Title

      9th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Effect of Phase Spectrum Uncertainty on Earthquake Motion2004

    • Author(s)
      T.Sato, Y.Murono, T.Kawanishi
    • Journal Title

      9th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Nonlinear structural system identification ysing shaking table test data of five-story model building2004

    • Author(s)
      K.Ogiyama, T.Sato
    • Journal Title

      Health Monitoring and Smart Nondestructive Evaluation of Stractural and Biolosical Systems III Vol.5394, No.58

      Pages: 475-484

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Structural damage detection using neural network and H∞ filter algorithm, Proceedings of SPIE2004

    • Author(s)
      H.Tang, T.Sato
    • Journal Title

      Health Monitoring and Smart Nondestructive Evaluation of Stractural and Biolosical Systems III Vol.5394, No.56

      Pages: 454-463

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Efficient system identification algorithm using Monte Carlo filter and its application, Proceedings of SPIE2004

    • Author(s)
      Y.Tanaka, T.Sato
    • Journal Title

      Health Monitoring and Smart Nondestructive Evaluation of Stractural and Biolosical Systems III Vol.5394, No.57

      Pages: 464-474

    • Related Report
      2004 Annual Research Report

URL: 

Published: 2004-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi