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Advanced Diagnostic Technology for Unsteady Three-Dimensional Flow Phenomena in Complex Internal Flow Fields Using Data Assimilation

Research Project

Project/Area Number 18H01373
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 InstitutionKyushu University

Principal Investigator

FURUKAWA Masato  九州大学, 工学研究院, 教授 (30181449)

Co-Investigator(Kenkyū-buntansha) 森 英男  九州大学, 工学研究院, 准教授 (70362275)
山田 和豊  岩手大学, 理工学部, 准教授 (00344622)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2020: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2019: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2018: ¥7,930,000 (Direct Cost: ¥6,100,000、Indirect Cost: ¥1,830,000)
Keywords内部流れ / CFD / EFD / データ同化 / ターボ機械 / 流体工学 / 計算流体力学 / 実験流体力学
Outline of Final Research Achievements

As an internal flow problem to which neither EFD analysis nor CFD analysis can been applied easily, transonic flow phenomena in blade rows are focused on. First, the flow structure and unsteady behavior of the three-dimensional separation phenomenon generated in transonic cascades considered were investigated in detail by performing large-scale CFD analyses using DES and LES. Next, as experimental data required for data assimilation, unsteady flow data on the surge phenomenon in a transonic compressor was obtained using a temperature-sensitive paint and pressure sensors. Finally, two types of data assimilation methods using the ensemble Kalman filter and the Adjoint method were constructed to optimize the turbulence model constants for the transonic cascade flows and to identify the leakage flow rate from the transonic compressor rotor, respectively.

Academic Significance and Societal Importance of the Research Achievements

単流路当たり約13.5億セルの緻密な計算格子を用いたWall-resolved LES解析は,衝撃波を伴う遷音速流れについて国際的に初めての試みであり,衝撃波との干渉による境界層のはく離・乱流遷移・再付着を鮮明に捉えることができた.遷音速圧縮機のサージに関する非定常計測データは今まで国際的にも皆無であったものであり,特に逆流を伴うディープサージに関するデータは極めて貴重なものである.非逐次型データ同化手法であるAdjoint法を圧縮性Navier-Stokes方程式に適用することにより,実用問題としての遷音速翼列流れに対してEFD/CFD同化解析手法を構築できた成果は世界初のものである.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (15 results)

All 2020 2019 2018

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (10 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Adaptive Simulation Based on URANS and Ensemble Kalman Filter for Resolving Turbulent Flow on LES2020

    • Author(s)
      Sasuga Ito, Masato Furukawa, Kazutoyo Yamada, Kaito Manabe
    • Journal Title

      Proceedings of the ASME 2020 Fluids Engineering Division Summer Meeting

      Volume: -

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Investigation of Surge Phenomena in a Transonic Centrifugal Compressor with Intel Distortion2020

    • Author(s)
      Sasuga Ito, Masato Furukawa, Satoshi Gunjishima, Takafumi Ota, Kazuhito Konishi, Kazutoyo Yamada
    • Journal Title

      Proceedings of the ASME Turbomachinery Technical Conference and Exposition 2020

      Volume: -

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Applying Ensemble Kalman Filter to Transonic Flows through a Two-Dimensional Turbine Cascade2020

    • Author(s)
      Sasuga Ito, Masato Furukawa, Kazutoyo Yamada, Kaito Manabe
    • Journal Title

      Proceedings of the 18th International Symposium on Transport Phenomena and Dynamics of Rotating Machinery

      Volume: -

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Investigation of Surge Phenomena in a Transonic Centrifugal Compressor2019

    • Author(s)
      Sasuga Ito, Masato Furukawa, Satoshi Gunjishima, Hiroki Usuki, Takafumi Ota, Yamada Kazutoyo
    • Journal Title

      Proceedings of the ASME Turbo Expo 2019

      Volume: Paper No. GT2019-90791 Pages: 1-11

    • DOI

      10.1115/gt2019-90791

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Flow Structure and Unsteady Behavior of Hub-Corner Separation in a Stator Cascade of a Multi-Stage Transonic Axial Compressor2018

    • Author(s)
      S. Saito, K. Yamada, M. Furukawa, K. Watanabe, A. Matsuoka, N. Niwa
    • Journal Title

      Proceedings of the ASME Turbo Expo 2018

      Volume: Paper No. GT2018-76480 Pages: 1-11

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Presentation] 点緩和型陰的時間進行法を用いたadjoint Euler方程式に基づく翼形状最適化2020

    • Author(s)
      伊藤流石,古川雅人,山田和豊,真部魁人
    • Organizer
      日本機械学会2020年度年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] アンサンブルカルマンフィルタを用いた乱流モデルのパラメータ最適化2020

    • Author(s)
      伊藤流石,古川雅人,山田和豊,真部魁人
    • Organizer
      日本機械学会第98期流体工学部門講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 陰的Adjoint解法による遷音速翼列流れのRANS解析における境界条件の推定2020

    • Author(s)
      伊藤流石,古川雅人,山田和豊,真部魁人
    • Organizer
      第34回数値流体力学シンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] 遷音速タービン翼列に対するアンサンブルカルマンフィルタの適用2019

    • Author(s)
      伊藤 流石,古川 雅人,山田 和豊 ,真部 魁人
    • Organizer
      第33回数値流体力学シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] Large Eddy Simulation of Stator Cascade Flow in a Transonic Axial Compressor2018

    • Author(s)
      K. Yamada, S. Saito, M. Furukawa, A. Matsuoka, N. Niwa
    • Organizer
      Asian Congress on Gas Turbine 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 遷音速多段軸流圧縮機の静翼列流れ場における損失生成メカニズム2018

    • Author(s)
      齋藤誠志朗,古川雅人,山田和豊,渡邉啓介,松岡右典,丹羽直之
    • Organizer
      日本機械学会2018年度年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 感圧塗料を用いたターボ機械内壁面の圧力分布計測に及ぼす温度分布の影響検証2018

    • Author(s)
      今関智博,半田和也,文吉周,一志和樹,森英男
    • Organizer
      日本機械学会2018年度年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 遷音速多段軸流圧縮機における静翼列流れのLES解析2018

    • Author(s)
      齋藤誠志朗,古川雅人,山田和豊,松岡右典,丹羽直之
    • Organizer
      日本機械学会第96期流体工学部門講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 感圧塗料を用いた内部流れ場の圧力分布計測における温度補正効果2018

    • Author(s)
      森英男,半田和也,今関智博,文吉周
    • Organizer
      日本機械学会第96期流体工学部門講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 遷音速多段軸流圧縮機の静翼列における動静翼列干渉場のLES解析2018

    • Author(s)
      齋藤誠志朗,山田和豊,古川雅人,松岡右典,丹羽直之
    • Organizer
      第32回数値流体力学シンポジウム
    • Related Report
      2018 Annual Research Report

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Published: 2018-04-23   Modified: 2022-01-27  

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