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Development of non-equilibrium wall-modeling for LES using uncertainty quantification method

Research Project

Project/Area Number 24760670
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Aerospace engineering
Research InstitutionJapan Aerospace Exploration Agency

Principal Investigator

KAWAI Soshi  独立行政法人宇宙航空研究開発機構, 宇宙科学研究所, 国際トップヤングフェロー (40608816)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords航空宇宙流体力学 / 数値流体力学 / 圧縮性流体力学 / 乱流 / 流体工学 / 高レイノルズ数流れ / ラージ・エディ・シミュレーション / 不確かさの定量化 / 流体力学 / 剥離流れ / 圧縮性流体 / 不確かさの評価
Research Abstract

A simple yet very effective non-equilibrium wall-model for large-eddy simulation (LES) at arbitrarily high Reynolds numbers was proposed. The proposed model automatically satisfies the total shear stress balance within the log-layer by considering how the turbulence length scale changes with wall distance in the inner layer. We also developed a new Kriging-surrogate-model-based dynamic adaptive sampling method for an accurate and effective uncertainty quantification (UQ). The UQ algorithm was coupled with numerical simulation to quantify the impact of intrinsic uncertainties involved in the simulation on the quantities of interest for validation, rigorous measure of confidence, priorities and sensitivities, physical model development, and fine understanding of physics.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (29 results)

All 2014 2013 2012 Other

All Journal Article (4 results) (of which Peer Reviewed: 1 results) Presentation (22 results) (of which Invited: 4 results) Remarks (3 results)

  • [Journal Article] Dynamic non-equilibrium wall-modeling for large eddy simulation at high Reynolds numbers2013

    • Author(s)
      Soshi Kawai and Johan Larsson
    • Journal Title

      Physics of Fluids

      Volume: 25 (1) Pages: 15105-15105

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] Wall-modeled large-eddy simulation of high Reynolds number flow around an airfoil near stall condition2013

    • Author(s)
      Soshi Kawai and Kengo Asada
    • Journal Title

      Computers & Fluids

      Volume: 85 Pages: 105-113

    • Related Report
      2013 Annual Research Report 2013 Final Research Report 2012 Research-status Report
  • [Journal Article] LESのダイナミック壁面モデル : 剥離・遷移・再付着を伴う高レイノルズ数翼流れ2013

    • Author(s)
      浅田健吾,河合宗司,藤井孝藏
    • Journal Title

      ながれ

      Volume: Vol. 32, No. 2 Pages: 95-105

    • NAID

      110009612008

    • Related Report
      2013 Final Research Report
  • [Journal Article] LESのダイナミック壁面モデル:剥離・遷移・再付着を伴う高レイノルズ数翼流れ2013

    • Author(s)
      浅田健吾,河合宗司, 藤井孝藏
    • Journal Title

      ながれ

      Volume: 32 Pages: 95-105

    • NAID

      110009612008

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] Kriging-based dynamic adaptive sampling for effective uncertainty quantification2014

    • Author(s)
      Koji Shimoyama and Soshi Kawai
    • Organizer
      6th ECCOMAS Computational Fluid Dynamics Conferences, accepted, ECCOMAS
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2013 Final Research Report
  • [Presentation] Kriging-model-based uncertainty quantification in computational fluid dynamics2014

    • Author(s)
      Soshi Kawai and Koji Shimoyama
    • Organizer
      44th AIAA Fluid Dynamics Conference and Exhibit, accepted, AIAA
    • Place of Presentation
      Atlanta, GA, U.S.A.
    • Related Report
      2013 Final Research Report
  • [Presentation] Kriging-based dynamic adaptive sampling for effective uncertainty quantification2014

    • Author(s)
      K. Shimoyama and S. Kawai
    • Organizer
      6th ECCOMAS Computational Fluid Dynamics Conferences
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2013 Annual Research Report
  • [Presentation] Kriging-model-based uncertainty quantification incomputational fluid dynamics2014

    • Author(s)
      S. Kawai, K. Shimoyama
    • Organizer
      44th AIAA Fluid Dynamics Conference and Exhibit
    • Place of Presentation
      Atlanta, GA, U.S.A
    • Related Report
      2013 Annual Research Report
  • [Presentation] A non-equilibrium dynamic wall-model for LES of high Reynolds number airfoil flow near stall2013

    • Author(s)
      Soshi Kawai, Kengo Asada, Kozo Fujii
    • Organizer
      AIAA Paper 2013-0683, 51st AIAA Aerospace Sciences Meeting, AIAA
    • Place of Presentation
      Grapevine, TX, U.S.A.
    • Related Report
      2013 Final Research Report
  • [Presentation] Dynamic adaptive sampling based on Kriging surrogate models for efficient uncertainty quantification2013

    • Author(s)
      Koji Shimoyama, Soshi Kawai, and Juan Alonso
    • Organizer
      AIAA Paper 2013-1470, 15th AIAA Non-Deterministic Approaches Conference, AIAA
    • Place of Presentation
      Boston, MA, U.S.A.
    • Related Report
      2013 Final Research Report
  • [Presentation] CFDによる不確かさの定量的評価 : Krigingモデルに基づく動的サンプリング法2013

    • Author(s)
      河合宗司,下山幸治
    • Organizer
      E04-1,第27回数値流体力学シンポジウム
    • Place of Presentation
      名古屋大学,愛知
    • Related Report
      2013 Final Research Report
  • [Presentation] Wall modeling in large-eddy simulation: Accurate simulation at realistic high Reynolds numbers2013

    • Author(s)
      S. Kawai
    • Organizer
      Invited Seminar at NASA Langley Research Center
    • Place of Presentation
      Hampton, VA, U.S.A.
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] CFDによる不確かさの定量的評価:Krigingモデルに基づく動的サンプリング法2013

    • Author(s)
      河合宗司,下山幸治
    • Organizer
      第27回数値流体力学シンポジウム
    • Place of Presentation
      名古屋
    • Related Report
      2013 Annual Research Report
  • [Presentation] Wall modeling in large-eddy simulation: Accurate simulation at realistic high Reynolds numbers2013

    • Author(s)
      Soshi Kawai
    • Organizer
      Invited Seminar at NASA Langley Research Center
    • Place of Presentation
      Hampton, VA, USA
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Wall-modeling in large-eddy simulation: Accurate simulation at realistic (high) Reynolds numbers2013

    • Author(s)
      Soshi Kawai
    • Organizer
      5th Aerospace Innovation Workshop
    • Place of Presentation
      The University of Tokyo, Tokyo, Japan
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] A non-equilibrium dynamic wall-model for LES of high Reynolds number airfoil flow near stall condition2013

    • Author(s)
      Soshi Kawai, Kengo Asada, and Kozo Fujii
    • Organizer
      51st AIAA Aerospace Sciences Meeting
    • Place of Presentation
      Grapevine, TX, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Dynamic adaptive sampling based on Kriging surrogate models for efficient uncertainty quantification2013

    • Author(s)
      Koji Shimoyama, Soshi Kawai, and Juan J. Alonso
    • Organizer
      15th AIAA Non-Deterministic Approaches Conference
    • Place of Presentation
      Boston, MA, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Dynamic wall-modeling for LES of shock/boundary-layer interacting separated flow at high Reynolds number2012

    • Author(s)
      Soshi Kawai and Johan Larsson
    • Organizer
      D22.00007, 65th APS Annual Meeting of the Division of Fluid Dynamics, APS
    • Place of Presentation
      San Diego, CA, U.S.A.
    • Related Report
      2013 Final Research Report
  • [Presentation] A dynamic wall-model for large-eddy simulation of high Reynolds number shock-induced separated flows2012

    • Author(s)
      Soshi Kawai and Johan Larsson
    • Organizer
      ECT119, the Eighth Conference in the Engineering Computational Technology, Civil-Comp
    • Place of Presentation
      Dubrovnik, Croatia
    • Related Report
      2013 Final Research Report
  • [Presentation] A non-equilibrium wall-model for LES of shock/boundary layer interaction at high Reynolds number2012

    • Author(s)
      Soshi Kawai
    • Organizer
      AIAA Paper 2012-2976, 42nd AIAA Fluid Dynamics Conference and Exhibit, AIAA
    • Place of Presentation
      New Orleans, LA, U.S.A.
    • Related Report
      2013 Final Research Report
  • [Presentation] Wall-modeled large-eddy simulation of transitional separated flow over an airfoil at high Reynolds number2012

    • Author(s)
      Kengo Asada and Soshi Kawai
    • Organizer
      S6, 9th International ERCOFTAC Symposium on Engineering Turbulence Modeling and Measurements, ERCOFTAC
    • Place of Presentation
      Thessaloniki, Greece
    • Related Report
      2013 Final Research Report
  • [Presentation] LESのダイナミック壁面モデル : 剥離・遷移・再付着を伴う高レイノルズ数翼流れ2012

    • Author(s)
      浅田健吾,河合宗司,藤井孝藏
    • Organizer
      C05-4,第26回数値流体力学シンポジウム
    • Place of Presentation
      東京,オリンピックセンター
    • Related Report
      2013 Final Research Report
  • [Presentation] LESにおけるダイナミック壁面モデルの提案 : 高レイノルズ数剥離流れの予測2012

    • Author(s)
      河合宗司
    • Organizer
      JSASS-2011-2016-A,第43回流体力学講演会/航空宇宙数値シミュレーション技術シンポジウム2012
    • Place of Presentation
      富山,富山国際会議場
    • Related Report
      2013 Final Research Report
  • [Presentation] LESにおけるダイナミック壁面モデル2012

    • Author(s)
      河合宗司
    • Organizer
      東京大学生産技術研究所 LES研究会
    • Place of Presentation
      東京大学生産技術研究所, 東京都
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Dynamic wall-modeling for LES of shock/boundary layer interacting separated flow at high Reynolds number2012

    • Author(s)
      Soshi Kawai and Johan Larsson
    • Organizer
      65th APS Annual Meeting of the Division of Fluid Dynamics
    • Place of Presentation
      San Diego, CA, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] LESにおけるダイナミック壁面モデルの提案:高レイノルズ数剥離流れの予測2012

    • Author(s)
      河合宗司
    • Organizer
      第43回流体力学講演会/航空宇宙数値シミュレーション技術シンポジウム2012
    • Place of Presentation
      富山国際会議場, 富山県
    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://flab.eng.isas.jaxa.jp/member/kawai/

    • Related Report
      2013 Final Research Report
  • [Remarks] 研究内容・成果に関するwebページ

    • URL

      http://flab.eng.isas.jaxa.jp/member/kawai

    • Related Report
      2013 Annual Research Report
  • [Remarks] 研究者の研究内容・成果に関するwebページ

    • URL

      http://flab.eng.isas.jaxa.jp/member/kawai

    • Related Report
      2012 Research-status Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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