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Response analysis of dynamic systems subjected to non-Gaussian random excitation with a wide range of kurtosis

Research Project

Project/Area Number 18K13712
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 20010:Mechanics and mechatronics-related
Research InstitutionTokyo Institute of Technology

Principal Investigator

Takahiro Tsuchida  東京工業大学, 工学院, 助教 (50707578)

Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords不規則振動 / 確率力学 / 非ガウス性不規則励振 / 確率論的応答解析 / 応答分布推定 / 確率密度関数 / 尖度 / 等価非ガウス励振化法 / 統計量 / 平均閾値通過率 / 信頼性解析
Outline of Final Research Achievements

Non-Gaussian random excitations with heavy-tailed probability distributions exist in various engineering fields. Since the tails of the distribution determine the probability of occurrence of large excitation, it is important to take the tail shape into account appropriately and to clarify the effect of the tail shape on the system response.
This study focused on the kurtosis that characterizes the tail shape of the probability distribution and conducted the following three studies: 1. Development of a non-Gaussian random excitation model with a wide range of kurtosis; 2. Development of a response analysis method for the system under the above non-Gaussian excitation model; 3. Elucidation of the effects of the kurtosis, bandwidth and dominant frequency of the excitation on the response characteristics.

Academic Significance and Societal Importance of the Research Achievements

実在する非ガウス性不規則励振は多様な尖度をもつため,尖度を広い範囲で調節できる励振モデルとそのモデルを用いた系の応答解析法の開発が求められていた.本研究では,これらのニーズを満たし,従来のように励振のガウス性を仮定すると見逃す恐れのある大励振の影響を適切に考慮した解析手法を完成させた.これは,学術的課題を解決するだけでなく,励振の分布の裾を考慮したより信頼性の高いものつくりの実現につながる基礎的成果としても意義があると考える.
また,広範囲の尖度を包括的に考慮することで,単一の尖度を扱った研究では知り得なかった,尖度の変化による応答特性の変化を明らかした.

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (12 results)

All 2022 2021 2020 2019

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (11 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Transient response characteristics of linear systems subjected to non-Gaussian random excitation with a wide range of bandwidth2021

    • Author(s)
      福島英人,土田崇弘
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 87 Issue: 899 Pages: 21-00047-21-00047

    • DOI

      10.1299/transjsme.21-00047

    • NAID

      130008067540

    • ISSN
      2187-9761
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 非ガウス性不規則励振を受ける振動系の結合応答分布に関する研究2022

    • Author(s)
      前山浩輔, 土田崇弘
    • Organizer
      日本機械学会 関東支部第28期総会・講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] バイスペクトルに着目した非ガウス性不規則励振が線形系の応答に与える影響の考察2022

    • Author(s)
      伊藤大造, 土田崇弘
    • Organizer
      日本機械学会 関東支部第28期総会・講演会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 入力の高次自己相関関数を用いた非ガウス性不規則入力を受ける線形系の過渡応答統計量の解析2021

    • Author(s)
      福島英人,土田崇弘
    • Organizer
      日本機械学会 機械力学・計測制御部門Dynamics and Design Conference 2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] 高次スペクトルを用いた非ガウス性不規則入力を受ける線形系の応答特性に関する研究2021

    • Author(s)
      伊藤大造,土田崇弘
    • Organizer
      日本機械学会 機械力学・計測制御部門Dynamics and Design Conference 2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] Response analysis of a system with a nonlinear spring under random excitation via complex fractional moment2020

    • Author(s)
      Daizoh Itoh and Takahiro Tsuchida
    • Organizer
      The 15th International Conference on Motion and Vibration (MoViC 2020)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] 非対称な確率分布に従う非ガウス性不規則入力を受ける線形系の過渡応答特性2020

    • Author(s)
      福島英人,土田崇弘
    • Organizer
      日本機械学会 機械力学・計測制御部門Dynamics and Design Conference 2020
    • Related Report
      2020 Research-status Report
  • [Presentation] 等価非ガウス励振化法による非ガウス性不規則励振を受ける線形系の過渡応答解析2019

    • Author(s)
      土田崇弘, 菅野康平
    • Organizer
      日本機械学会 機械力学・計測制御部門Dynamics and Design Conference 2019
    • Related Report
      2019 Research-status Report
  • [Presentation] Analysis of transient response moment of a SDOF system under non-Gaussian random excitation by the equivalent non-Gaussian excitation2019

    • Author(s)
      Takahiro Tsuchida and Kohei Kanno
    • Organizer
      18th Asia-Pacific Vibration Conference
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Transient response moment analysis of a linear system subjected to non-Gaussian random excitation by the equivalent non-Gaussian excitation method2019

    • Author(s)
      Takahiro Tsuchida and Kohei Kanno
    • Organizer
      7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Response distribution of a single-degree-of-freedom linear system subjected to non-Gaussian random excitation by using cross-correlation function2019

    • Author(s)
      Takahiro Tsuchida and Koji Kimura
    • Organizer
      13th International Conference on Applications of Statistics and Probability in Civil Engineering
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 等価非ガウス励振化法を用いた非ガウス性不規則励振を受ける1自由度線形系の過渡応答モーメント解析2019

    • Author(s)
      菅野康平, 土田崇弘
    • Organizer
      日本機械学会 関東支部第25期総会・講演会
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2023-01-30  

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