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Fundamental study on interactions between small solid particles and turbulence

Research Project

Project/Area Number 18K03925
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Watanabe Takeshi  名古屋工業大学, 工学(系)研究科(研究院), 教授 (30345946)

Project Period (FY) 2018-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2020: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2019: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords固体粒子 / 乱流変調 / シミュレーション解析 / 固体微小粒子 / 質点近似計算 / 固体粒子群 / 大規模シミュレーション / 質点近似粒子群 / 乱流 / 大規模計算 / 有限サイズ粒子
Outline of Final Research Achievements

Particle transport by turbulence is a universal physical phenomenon that has been observed in a wide range of natural and engineering flows. In this study, turbulence modulation caused by the ensemble of solid particles is analyzed by conducting direct numerical simulation (DNS). The physical validity and computational accuracy of the turbulence modulation induced by solid particles approximated by point-particles are numerically verified. The validity of the approximation is verified by comparing the results obtained by performing a large-scale calculation of the interaction between finite-sized particles and turbulence with results obtained by DNS using point-particles. Furthermore, problems and improvements of calculation method related to the point-particle approximation are clarified.

Academic Significance and Societal Importance of the Research Achievements

乱流粒子輸送における乱流変調への粒子群の影響に関する解析は,混相乱流研究の基本的な問題の一つである.本研究を通して粒子群と乱流の相互作用の素過程の理解を深め,簡易的なモデルで計算することの妥当性を検証することで,乱流粒子輸送に関する様々な応用解析におけるモデル化の指針を得ることが可能である.また,流れと粒子群の相互作用の計算には,粒子(点)と流体(場)の情報の授受が伴うため,効率的な計算には工夫が必要である.計算上の工夫や改善点を明らかにすることは,将来の計算コストの削減と計算の信頼性の向上に大きく寄与する.

Report

(7 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (45 results)

All 2024 2023 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (1 results) Journal Article (18 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 15 results,  Open Access: 8 results) Presentation (26 results) (of which Int'l Joint Research: 11 results,  Invited: 2 results)

  • [Int'l Joint Research] Planetary Science Institute/The Pennsylvania University(米国)

    • Related Report
      2018 Research-status Report
  • [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] Numerical simulations of microbubble dispersion in isotropic turbulence2024

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

      Springer Proceedings in Physics, 34th IUPAP Conference on Computational Physics

      Volume: -

    • 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] Turbulence modulation by small particles in isotropic turbulence2022

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

      RIMS Kokyuroku

      Volume: 2215 Pages: 20-31

    • Related Report
      2021 Research-status Report
  • [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 Research-status 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 Research-status 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 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Polymer scission in turbulent flows2021

    • Author(s)
      Vincenzi Dario、Watanabe Takeshi、Ray Samriddhi Sankar、Picardo Jason R.
    • Journal Title

      Journal of Fluid Mechanics

      Volume: 912

    • DOI

      10.1017/jfm.2020.1092

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [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 Research-status Report
    • Peer Reviewed
  • [Journal Article] A new time scale for turbulence modulation by particles2019

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

      Journal of Fluid Mechanics

      Volume: 880

    • DOI

      10.1017/jfm.2019.775

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Intermittency of an incompressible passive vector convected by isotropic turbulence2019

    • Author(s)
      Jingyuan Yang, Toshiyuki Gotoh, Hideaki Miura, Takeshi Watanabe
    • Journal Title

      Physical Review Fluids

      Volume: 4 Issue: 11 Pages: 114602-114602

    • DOI

      10.1103/physrevfluids.4.114602

    • NAID

      130008152772

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Statistical properties of an incompressible passive vector convected by isotropic turbulence2019

    • Author(s)
      Jingyuan Yang, Toshiyuki Gotoh, Hideaki Miura, Takeshi Watanabe
    • Journal Title

      Physical Review Fluids

      Volume: 4 Issue: 6 Pages: 064601-064601

    • DOI

      10.1103/physrevfluids.4.064601

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Cloud Turbulence and Droplets2019

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

      Gorokhovski M., Godeferd F. (eds) Turbulent Cascades II. ERCOFTAC Series

      Volume: 26 Pages: 179-187

    • DOI

      10.1007/978-3-030-12547-9_19

    • ISBN
      9783030125462, 9783030125479
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] 乱流と固体粒子群の相互作用に関する大規模シミュレーション (第31回数値流体力学シンポジウム特集)--(特集 注目研究 in CFD31)2018

    • Author(s)
      渡邉友貴, 渡邊威, 齋藤泉, 後藤俊幸
    • Journal Title

      ながれ: 日本流体力学会誌

      Volume: 37 Pages: 123-128

    • NAID

      40021584279

    • Related Report
      2018 Research-status Report
    • Open Access
  • [Journal Article] On the smoothing of point force in the two-way coupling simulation of polymer-laden turbulent flow2018

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

      Journal of Physics: Conference Series

      Volume: 1035 Pages: 012010-012010

    • DOI

      10.1088/1742-6596/1035/1/012010

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Size distribution spectrum of noninertial particles in turbulence2018

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

      Physical Review E

      Volume: 97 Issue: 5 Pages: 053108-053108

    • DOI

      10.1103/physreve.97.053108

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Early Archean planktonic mode of life: Implications from fluid dynamics of lenticular microfossils2018

    • Author(s)
      Kozawa Tomoki、Sugitani Kenichiro、Oehler Dorothy Z.、House Christopher H.、Saito Izumi、Watanabe Takeshi、Gotoh Toshiyuki
    • Journal Title

      Geobiology

      Volume: 17 Issue: 2 Pages: 113-126

    • DOI

      10.1111/gbi.12319

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] ランダム速度場下での弾性乱流の発生とその統計性2018

    • Author(s)
      渡邊 威, 後藤 俊幸
    • Journal Title

      数理解析研究所講究録

      Volume: 2097 Pages: 40-49

    • Related Report
      2018 Research-status 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] 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
      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] 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] 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, 後藤俊幸, 渡邊威
    • Organizer
      第37回数値流体力学シンポジウム
    • Related Report
      2023 Annual Research Report
  • [Presentation] Numerical simulations of microbubbles dispersion in isotropic turbulence2023

    • Author(s)
      T. Watanabe, H. Suzuki, I. Saito, T. Gotoh
    • Organizer
      34th IUPAP Conference on Computational Physics (CCP2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Turbulent mixing of scalar field of particle properties2023

    • Author(s)
      I.Saito, T.Watanabe, T. Gotoh
    • Organizer
      34th IUPAP Conference on Computational Physics (CCP2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [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 Research-status 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
      京大数理研RIMS 共同研究(公開型)「乱流の予測可能性と可制御性」
    • Related Report
      2022 Research-status Report
  • [Presentation] On the Behavior of microbubbles in isotropic turbulence2022

    • Author(s)
      H. Hamazaki, T. Watanabe, I. Saito and T. Gotoh
    • Organizer
      4th International Workshop on Cloud Turbulence
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Turbulence modulation by small particles in isotropic turbulence2021

    • Author(s)
      T. Watanabe, I. Saito, T. Gotoh
    • Organizer
      RIMS Workshop on "Mathematical Analysis in Fluid and Gas Dynamics"
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [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 Research-status Report
  • [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 Research-status Report
  • [Presentation] Modulation of fluid temperature fluctuations by particles in turbulence2020

    • Author(s)
      Izumi Saito, Takeshi Watanabe, Toshiyuki Gotoh, Tatsuya Yasuda
    • Organizer
      73rd Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [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 Research-status 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 Research-status 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 Research-status Report
  • [Presentation] NS乱流とMHD乱流におけるスカラーおよびベクター輸送現象の大規模シミュレーション2020

    • Author(s)
      渡邊威
    • Organizer
      プラズマシミュレータシンポジウム2020
    • Related Report
      2020 Research-status Report
  • [Presentation] New insights into turbulence modulation by small particles obtained using point-particle and particle-resolved DNSs2020

    • Author(s)
      Takeshi Watanabe, Izumi Saito, Toshiyuki Gotoh
    • Organizer
      3rd International Workshop on Cloud Turbulence
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] A new timescale for turbulence modulation by particles2019

    • Author(s)
      I. Saito, T. Watanabe, T. Gotoh
    • Organizer
      72nd Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 固体粒子群による乱流変調の大規模数値解析2019

    • Author(s)
      渡邊威
    • Organizer
      プラズマシミュレータシンポジウム2019
    • Related Report
      2019 Research-status Report
  • [Presentation] 乱流と粒子群の相互作用を特徴付ける新しい時間スケール2019

    • Author(s)
      齋藤泉,後藤俊幸,渡邊威,安田達哉
    • Organizer
      京大数理研RIMS 共同研究(公開型)「乱流基礎相似則の再検討」
    • Related Report
      2019 Research-status Report
  • [Presentation] 等方乱流中の固体粒子群の振る舞いと乱流変調2018

    • Author(s)
      渡邊威, 小澤朋樹, 齋藤泉, 後藤俊幸
    • Organizer
      日本物理学会 2018 年秋季大会 同志社大学京田辺キャンパス
    • Related Report
      2018 Research-status Report
  • [Presentation] 小さな固体粒子群による乱流変調の大規模シミュレーション2018

    • Author(s)
      小澤朋樹, 渡邊威, 齋藤泉, 後藤俊幸
    • Organizer
      日本流体力学会年会2018 大阪大学豊中キャンパス
    • Related Report
      2018 Research-status Report
  • [Presentation] 乱流中で衝突・合体成長する粒子スペクトルの統計理論2018

    • Author(s)
      齋藤泉, 後藤俊幸, 渡邊威
    • Organizer
      京都大学数理解析研究所共同研究集会「乱流と遷移:構造, 多重スケール, モデル」
    • Related Report
      2018 Research-status Report
  • [Presentation] On the modification of scalarvariance spectra due to cloud droplets in cloud microphysics simulator2018

    • Author(s)
      Izumi Saito, Toshiyuki Gotoh, Takeshi Watanabe
    • Organizer
      12th European Fluid Mechanics Conference
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Turbulence-cloud droplet interaction in cloud micro-physics simulator2018

    • Author(s)
      Izumi Saito, Toshiyuki Gotoh, Takeshi Watanabe
    • Organizer
      15th Conference on Cloud Physics
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research

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Published: 2018-04-23   Modified: 2025-01-30  

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