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Study on modulation of turbulent fluctuations in multiphase flows using statistical theory in cloud turbulence

Research Project

Project/Area Number 20H02066
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 19010:Fluid engineering-related
Research InstitutionNagoya Institute of Technology

Principal Investigator

Saito Izumi  名古屋工業大学, 工学(系)研究科(研究院), 准教授 (70798602)

Co-Investigator(Kenkyū-buntansha) 渡邊 威  名古屋工業大学, 工学(系)研究科(研究院), 教授 (30345946)
後藤 俊幸  慶應義塾大学, 自然科学研究教育センター(日吉), 訪問教授 (70162154)
Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥8,060,000 (Direct Cost: ¥6,200,000、Indirect Cost: ¥1,860,000)
Fiscal Year 2023: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2022: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2021: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2020: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords混相流 / 乱流変調 / 乱流・粒子間相互作用 / 雲乱流 / 乱流統計理論 / 大規模シミュレーション
Outline of Research at the Start

本研究の目的は、火山噴火による鉱物ダストの分散や自動車エンジン内における液体燃料の燃焼など、工学や環境問題を含む様々な場面において重要な、微小な粒子群と周囲の流れ場の相互作用を解明することにある。粒子群と周囲の流れ場は、凝縮・蒸発や摩擦抵抗、熱輸送を通じて複雑に影響を及ぼしあっているが、これらの相互作用は(質量や運動量、熱などの)物理的な保存量の交換とみなすことで、確率微分方程式に基づく統一的でシンプルな理論解析を適用することができる。大規模数値シミュレーションの結果と組み合わせることで、乱流強度の変調や粒子群の輸送の特徴を解明する。

Outline of Final Research Achievements

We studied the interaction between turbulence and small particles, which is important in various situations including engineering and environmental issues such as the dispersion of mineral dust and the combustion of liquid fuels in engines. By applying statistical models and direct numerical simulations (DNS), which have been used in the field of cloud turbulence research, we clarified the nature of turbulence modulation through heat transport by small particles and showed that quantitative predictions are possible. In addition, the effect of gravitational settling of water droplets on the condensation growth of water droplets in cloud turbulence is clarified by DNS, and the physics of turbulent mixing in a scalar field with low molecular diffusion (high Schmidt number) can be clarified by considering many small particles as a continuous scalar field from a macroscopic viewpoint.

Academic Significance and Societal Importance of the Research Achievements

乱流による微小粒子群の輸送・混合、および乱流と微小粒子群の相互作用による乱流の変調の問題は、雲内における雨粒を始めとして、工学・自然科学を含む様々な場面で重要であるにも係わらず、未解明であった。本研究により、特に熱輸送を通じた相互作用について、微小粒子群による乱流変調の定量的な予言が可能であることが示されるとともに、気象シミュレーションで用いられる統計モデル改良の可能性に道筋を付けることができた。また本研究で提案された、分子拡散の起こりにくい(シュミット数の高い)スカラー場の乱流混合のシミュレーションの新たなアプローチは、今後の高シュミット数スカラー乱流研究の土台となることが期待される。

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (54 results)

All 2024 2023 2022 2021 2020

All Journal Article (9 results) (of which Peer Reviewed: 8 results,  Open Access: 5 results) Presentation (42 results) (of which Int'l Joint Research: 14 results,  Invited: 5 results) Funded Workshop (3 results)

  • [Journal Article] Numerical simulations of microbubble dispersion in isotropic turbulence2024

    • Author(s)
      Takeshi Watanabe, Hikaru Suzuki, Izumi Saito, Toshiyuki Gotoh
    • Journal Title

      Proceedings of 34th IUPAP Conference on Computational Physics (CCP2023)

      Volume: 0 Pages: 0-0

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spectrum of passive scalar carried by particles in isotropic turbulence2024

    • Author(s)
      Izumi Saito, Takeshi Watanabe, Toshiyuki Gotoh
    • Journal Title

      Physical Review Fluids

      Volume: 9 Issue: 5 Pages: 054601-054601

    • DOI

      10.1103/physrevfluids.9.054601

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Kinematic effects on probability density functions of energy dissipation rate and enstrophy in turbulence2023

    • Author(s)
      Toshiyuki Gotoh, Takeshi Watanabe, Izumi Saito
    • Journal Title

      Phys. Rev. Lett.

      Volume: 130 Issue: 25 Pages: 254001-254001

    • DOI

      10.1103/physrevlett.130.254001

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] String-wall composites winding around a torus knot vacuum in an axionlike model2023

    • Author(s)
      Minoru Eto, Takashi Hiramatsu, Izumi Saito, and Yuki Sakakihara
    • Journal Title

      Physical Review D

      Volume: 108 Issue: 11 Pages: 116004-116004

    • DOI

      10.1103/physrevd.108.116004

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Turbulence modulation by small particles in isotropic turbulence2022

    • Author(s)
      Takeshi Watanabe, Izumi Saito, Toshiyuki Gotoh
    • Journal Title

      RIMS Kokyuroku

      Volume: 2215 Pages: 20-30

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Modulation of fluid temperature fluctuations by particles in turbulence2021

    • Author(s)
      I. Saito, T. Watanabe, T. Gotoh
    • Journal Title

      J. Fluid Mech.

      Volume: 931

    • DOI

      10.1017/jfm.2021.939

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Statistical properties of a stochastic model of eddy hopping2021

    • Author(s)
      I. Saito, T. Watanabe, T. Gotoh
    • Journal Title

      Atmos. Chem. Phys.

      Volume: 21 Issue: 17 Pages: 13119-13130

    • DOI

      10.5194/acp-21-13119-2021

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Spectra of supersaturation and liquid water content in cloud turbulence2021

    • Author(s)
      T. Gotoh, I. Saito, T. Watanabe
    • Journal Title

      Phys. Rev. Fluids

      Volume: 6 Issue: 11 Pages: 110512-110512

    • DOI

      10.1103/physrevfluids.6.110512

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Peclet-number dependence of small-scale anisotropy of passive scalar fluctuations under a uniform mean gradient in isotropic turbulence2020

    • Author(s)
      Yasuda Tatsuya、Gotoh Toshiyuki、Watanabe Takeshi、Saito Izumi
    • Journal Title

      Journal of Fluid Mechanics

      Volume: 898

    • DOI

      10.1017/jfm.2020.419

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Presentation] Lagrangian statistics of droplets in cloud turbulence2024

    • Author(s)
      Izumi Saito, Takeshi Watanabe, Toshiyuki Gotoh
    • Organizer
      5th International Workshop on Cloud Turbulence
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Probability density functions of energy dissipation rate and enstrophy for low to high Reynolds numbers2024

    • Author(s)
      Toshiyuki Gotoh, Takeshi Watanabe, Izumi Saito
    • Organizer
      Satellite Workshop on High Reynolds Number Turbulence
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 高レイノルズ数・高シュミット数におけるスカラー乱流の直接数値 シミュレーションのためのラグランジュ描像に基づく手法の開発2023

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸, 草野完也
    • Organizer
      2022年度(令和4年度)名古屋大学HPC計算科学連携研究プロジェクト成果報告会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 粒子法を用いた高シュミット数スカラー乱流の 大規模直接数値シミュレーション2023

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸
    • Organizer
      京都大学 数理解析研究所 RIMS共同研究(公開型)「乱流の予測可能性と可制御性」
    • Related Report
      2023 Annual Research Report
  • [Presentation] Turbulent mixing of scalar field of particle properties2023

    • Author(s)
      Izumi Saito, Takeshi Watanabe, Toshiyuki Gotoh
    • Organizer
      34th IUPAP Conference on Computational Physics (CCP2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reynolds number dependence of moments of kinetic energy dissipation rate and enstrophy2023

    • Author(s)
      Toshiyuki Gotoh, Takeshi Watanabe, Izumi Saito
    • Organizer
      76th Annual Meeting of the Division of Fluid Dynamics, American Physical Society
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 雲乱流シミュレータによる乱流混合輸送と雲マイクロ物理過程の解明2023

    • Author(s)
      後藤俊幸, 渡邊威, 齋藤泉
    • Organizer
      第10回 HPCIシステム利用研究課題 成果報告会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Spectrum of passive scalar variance with inherent time scale in turbulence2023

    • Author(s)
      Toshiyuki Gotoh, Izumi Saito, Takeshi Watanabe
    • Organizer
      Interfaces and Mixing in Fluids, Plasmas, and Materials
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 乱流場の特異構造の形成とそのスカラー・粒子輸送への影響2023

    • Author(s)
      渡邊威, 齋藤泉, 後藤俊幸
    • Organizer
      プラズマシミュレータシンポジウム2023
    • Related Report
      2023 Annual Research Report
  • [Presentation] ラグランジュ描像に基づく高シュミット数 スカラー乱流の大規模シミュレーション2023

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸
    • Organizer
      日本流体力学会年会2023
    • Related Report
      2023 Annual Research Report
  • [Presentation] 高シュミット数パッシブスカラー乱流の 粒子法シミュレーション2023

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸
    • Organizer
      第37回数値流体シンポジウム
    • Related Report
      2023 Annual Research Report
  • [Presentation] 等方乱流中のマイクロバブルの局在化2023

    • Author(s)
      壽松木輝, 渡邊威, 齋藤泉, 後藤俊幸
    • Organizer
      第37回数値流体力学シンポジウム
    • Related Report
      2023 Annual Research Report
  • [Presentation] 粒子法を用いた高シュミット数スカラー乱流の直接数値シミュレーション2022

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸
    • Organizer
      RIMS共同研究(公開型)「乱流の予測可能性と可制御性」
    • Related Report
      2022 Annual Research Report
  • [Presentation] 摩擦抵抗および熱輸送による乱流・粒子間相互作用についてのシミュレーション研究2022

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸, 草野完也
    • Organizer
      2021年度(令和3年度)名古屋大学HPC計算科学連携研究プロジェクト成果報告会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Asymptotic probability density functions of dissipation rate and enstrophy in turbulence2022

    • Author(s)
      Toshiyuki Gotoh, Takeshi Watanabe, Izumi Saito
    • Organizer
      International Symposium on Turbulence (IST2022) in Memory of Chou Pei-Yuan’s 120th anniversary of Birth
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 雲乱流中の過飽和度揺らぎの統計特性2022

    • Author(s)
      後藤俊幸, 齋藤泉, 渡邊威
    • Organizer
      日本物理学会2022年秋季大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] エネルギー散逸率とエンストロフィーの漸近的確率密度関数2022

    • Author(s)
      後藤俊幸, 渡邊威, 齋藤泉
    • Organizer
      日本流体力学会 年会2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] ラグランジュ描像に基づく高シュミット数スカラー乱流の直接数値シミュレーション手法2022

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸
    • Organizer
      日本流体力学会 年会2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] スカラーおよびベクトル場の乱流輸送に関する大規模シミュレーション2022

    • Author(s)
      渡邊威, 齋藤泉, 後藤俊幸
    • Organizer
      プラズマシミュレータシンポジウム2022
    • Related Report
      2022 Annual Research Report
  • [Presentation] Probability density functions of dissipation rate and enstrophy in turbulence2022

    • Author(s)
      Toshiyuki Gotoh, Takeshi Watanabe, Izumi Saito
    • Organizer
      75th Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2022 Annual Research Report
  • [Presentation] On the behavior of microbubbles in isotropic turbulence2022

    • Author(s)
      Hiroya Hamazaki、Takeshi Watanabe、Izumi Saito、Toshiyuki Gotoh
    • Organizer
      4th International Workshop on Cloud Turbulence
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Statistical properties of supersaturation fluctuations in cloud turbulence2022

    • Author(s)
      Toshiyuki Gotoh、Izumi Saito、Takeshi Watanabe
    • Organizer
      4th International Workshop on Cloud Turbulence
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 回転二重円筒管内における熱対流の大規模シミュレーション2022

    • Author(s)
      濱口拓真、齋藤泉、後藤俊幸、渡邊威
    • Organizer
      東京大学大気海洋研究所共同利用研究集会「地球流体におけるさまざまな流れとその基本過程の力学」
    • Related Report
      2021 Annual Research Report
  • [Presentation] 雲乱流シミュレータによる乱流混合輸送と雲マイクロ物理過程の解明2021

    • Author(s)
      後藤俊幸、渡邊威、齋藤泉
    • Organizer
      第8回 HPCIシステム利用研究課題 成果報告会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Spectra of Supersaturation and Liquid Water Content in Cloud Turbulence2021

    • Author(s)
      Toshiyuki Gotoh、Izumi Saito、Takeshi Watanabe
    • Organizer
      Eighteenth International Conference on Flow Dynamics
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Zonostrophy invariant and its relation to pattern formation in CHM turbulence2021

    • Author(s)
      Izumi Saito
    • Organizer
      5th Asia Pacific Conference on Plasma Physics (AAPPS-DPP2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 乱流中のマイクロバブルの挙動の可視化2021

    • Author(s)
      濱崎博也、渡邊威、齋藤泉、後藤俊幸
    • Organizer
      日本流体力学会 年会2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] 雲乱流における過飽和度と雲水混合比のスペクトル2021

    • Author(s)
      後藤俊幸、齋藤泉、渡邊威
    • Organizer
      日本流体力学会 年会2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] 乱流中における熱慣性粒子群による流体温度ゆらぎ場の変調2021

    • Author(s)
      齋藤泉、渡邊威、後藤俊幸
    • Organizer
      日本流体力学会 年会2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] スカラーおよびベクトル場の乱流輸送に関する大規模シミュレーション2021

    • Author(s)
      渡邊威、後藤俊幸、齋藤泉
    • Organizer
      プラズマシミュレータシンポジウム2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] 摩擦抵抗および熱輸送による乱流・粒子間相互作用についてのシミュレーション研究2021

    • Author(s)
      齋藤泉、渡邊威、後藤俊幸、草野完也
    • Organizer
      2020年度(令和2年度)名古屋大学HPC計算科学連携研究プロジェクト成果報告会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 多粒子分散系の乱流輸送に関する大規模シミュレーション2021

    • Author(s)
      渡邊威、後藤俊幸、齋藤泉、田中良夫、吉野正人、三浦英昭、大島聡史
    • Organizer
      JHPCN第13回シンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] Turbulence modulation by small particles in isotropic turbulence2021

    • Author(s)
      Takeshi Watanabe、Izumi Saito、Toshiyuki Gotoh
    • Organizer
      RIMS Workshop on Mathematical Analysis in Fluid and Gas Dynamics
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] エディ・ホッピングモデルの解析解を利用したモデル修正の提案2021

    • Author(s)
      齋藤泉、後藤俊幸、渡邊威
    • Organizer
      日本気象学会2021年度春季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] エディ・ホッピングモデルの解析解に基づくモデル修正の提案2021

    • Author(s)
      齋藤泉, 後藤俊幸, 渡邊威
    • Organizer
      2020年度エアロゾル・雲・降水の相互作用に関する研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 雲粒粒径分布の雲乱流統計理論と雲乱流チャンバー実験との直接比較2020

    • Author(s)
      齋藤泉, 後藤俊幸, 渡邊威
    • Organizer
      日本気象学会2020年度春季大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 等方乱流に輸送される一様平均スカラー勾配下の大規模スカラー変動2020

    • Author(s)
      安田達哉, 後藤俊幸, 渡邊威, 齋藤泉
    • Organizer
      日本流体力学会年会2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] 雲乱流環境内において形成される雲粒粒径分布の理論予測の実験による検証2020

    • Author(s)
      齋藤泉, 後藤俊幸, 渡邊威, 安田達哉
    • Organizer
      日本流体力学会年会2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] Numerical simulation of cloud droplets and turbulence2020

    • Author(s)
      Toshiyuki Gotoh, Izumi Saito, Takeshi Watanabe, Tatsuya Yasuda
    • Organizer
      73rd Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Schmidt-number dependence of scalar fluxes and spectra in isotropic turbulence with a mean scalar gradient2020

    • Author(s)
      Tatsuya Yasuda, Toshiyuki Gotoh, Takeshi Watanabe, Izumi Saito
    • Organizer
      73rd Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Modulation of fluid temperature fluctuations by particles in turbulence2020

    • Author(s)
      Izumi Saito, Takeshi Watanabe, Toshiyuki Gotoh
    • Organizer
      73rd Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 慣性粒子群の乱流変調に関する新しい時間スケール2020

    • Author(s)
      齋藤泉, 渡邊威, 後藤俊幸
    • Organizer
      第34回数値流体シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] 5th International Workshop on Cloud Turbulence2024

    • Related Report
      2023 Annual Research Report
  • [Funded Workshop] Satellite Workshop on High Reynolds Number Turbulence2024

    • Related Report
      2023 Annual Research Report
  • [Funded Workshop] 4th International Workshop on Cloud Turbulence2022

    • Related Report
      2021 Annual Research Report

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Published: 2020-04-28   Modified: 2025-01-30  

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