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Development of design optimization approach with the fusion of experiment, numerical simulation and optimization methods

Research Project

Project/Area Number 24760117
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Design engineering/Machine functional elements/Tribology
Research InstitutionNagaoka University of Technology

Principal Investigator

YAMAZAKI wataru  長岡技術科学大学, 産学融合トップランナー養成センター, 講師 (50598696)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords応答曲面法 / Kriging / 固有直交分解 / 粒子画像流速測定法 / 羽ばたき翼 / 設計工学 / 流体工学
Research Abstract

In this research subject, the fusion of experiment, numerical simulation and optimization methods has been investigated. An experimental/numerical data fusion approach has been developed which can provide more accurate estimation model of the performance parameters of fluid machinery. A data reconstruction approach has also been developed which enables the reconstruction of gappy experimental data numerically by using the dominant structures of the gappy experimental data itself. Utilizing the developed approaches, design optimizations of fluid machineries with the fusion of experiment/numerical simulation are available, and then optimal configurations of fluid machineries can be designed efficiently/robustly.

Report

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

    (21 results)

All 2014 2013 2012 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (17 results)

  • [Journal Article] Robust Aerodynamic Design Optimization via Variable Fidelity Surrogate Model2014

    • Author(s)
      W. Yamazaki
    • Journal Title

      TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES

      Volume: 57 Issue: 2 Pages: 109-119

    • DOI

      10.2322/tjsass.57.109

    • NAID

      130003392221

    • ISSN
      0549-3811, 2189-4205
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Derivative-Enhanced Variable Fidelity Surrogate Modeling for Aerodynamic Functions2013

    • Author(s)
      W. Yamazaki and D. Mavriplis
    • Journal Title

      AIAA Journal

      Volume: Vol.51, No.1 Issue: 1 Pages: 126-137

    • DOI

      10.2514/1.j051633

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Uncertainty Quantification via Variable Fidelity Kriging Model2012

    • Author(s)
      山崎渉
    • Journal Title

      JOURNAL OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES

      Volume: 60 Issue: 2 Pages: 80-88

    • DOI

      10.2322/jjsass.60.80

    • NAID

      130001917605

    • ISSN
      1344-6460, 2432-3691
    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 効率的な最適設計に向けたKriging応答曲面手法の拡張について

    • Author(s)
      山崎渉
    • Journal Title

      日本機械学会論文集

      Volume: (掲載決定)

    • NAID

      130004701532

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] 固有直交分解に基づくPIV/CFDデータの融合手法の検討2013

    • Author(s)
      秋元麗, 山崎渉
    • Organizer
      第27回数値流体力学シンポジウム
    • Place of Presentation
      名古屋市
    • Related Report
      2013 Final Research Report
  • [Presentation] PIV Flowfield Measurements around a Flapping Wing Object with Feathering Motion2013

    • Author(s)
      H. Yamada, Y. Fujii, R. Hashiguchi, W. Yamazaki
    • Organizer
      10th International Conference of Flow Dynamics
    • Place of Presentation
      Sendai
    • Related Report
      2013 Final Research Report
  • [Presentation] 効率的な最適設計に向けたKriging応答曲面手法の拡張について2013

    • Author(s)
      山崎渉
    • Organizer
      日本機械学会第23回設計工学・システム部門講演会
    • Place of Presentation
      読谷村
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] 固有直交分解によるPIVデータの再構築手法の検討2013

    • Author(s)
      藤井憂也, 山崎渉
    • Organizer
      可視化情報全国講演会
    • Place of Presentation
      会津若松市
    • Related Report
      2013 Final Research Report
  • [Presentation] PIV Data Analysis around a Flapping Wing via Proper Orthogonal Decomposition2013

    • Author(s)
      W. Yamazaki, H. Yamada
    • Organizer
      43rd AIAA Fluid Dynamics Conference
    • Place of Presentation
      San Diego, USA, (AIAA Paper 2013-2473)
    • Related Report
      2013 Final Research Report
  • [Presentation] PODを用いた羽ばたき翼周りのPIVデータ解析2013

    • Author(s)
      山崎渉、山田英知
    • Organizer
      平成24年度航空宇宙空力班シンポジウム
    • Place of Presentation
      亀岡市
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] PIV Data Analysis around a Flapping Wing via Proper Orthogonal Decomposition2013

    • Author(s)
      W. Yamazaki, H. Yamada
    • Organizer
      43rd AIAA Fluid Dynamics Conference
    • Place of Presentation
      San Diego, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] PIV Flowfield Measurements around a Flapping Wing Object with Feathering Motion2013

    • Author(s)
      H. Yamada, Y. Fujii, R. Hashiguchi, W. Yamazaki
    • Organizer
      10th International Conference of Flow Dynamics
    • Place of Presentation
      仙台
    • Related Report
      2013 Annual Research Report
  • [Presentation] 固有直交分解によるPIV データの再構築手法の検討2013

    • Author(s)
      藤井憂也, 山崎渉
    • Organizer
      可視化情報全国講演会
    • Place of Presentation
      会津
    • Related Report
      2013 Annual Research Report
  • [Presentation] ベジェ曲線を利用した段階的最適設計手法の検討2013

    • Author(s)
      菅雄貴, 山崎渉
    • Organizer
      日本機械学会第23回設計工学・システム部門講演会
    • Place of Presentation
      読谷村
    • Related Report
      2013 Annual Research Report
  • [Presentation] 固有直交分解に基づくPIV/CFDデータの融合手法の検討2013

    • Author(s)
      秋元麗, 山崎渉
    • 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] 勾配情報を援用した応答曲面法による最適形状設計2012

    • Author(s)
      山崎渉
    • Organizer
      日本機械学会第10回最適化シンポジウム
    • Place of Presentation
      神戸市
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] 羽ばたき翼周り流れ場のPIV計測2012

    • Author(s)
      山田英知、藤井憂也、植田和樹、山崎渉
    • Organizer
      第50回飛行機シンポジウム
    • Place of Presentation
      新潟市
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] A Variable Fidelity Response Surface Approach towards Integration of CFD and EFD2012

    • Author(s)
      W. Yamazaki, S. Kuchi-ishi
    • Organizer
      5th Symposium on Integrating CFD and Experiments in Aerodynamics (Integration 2012)
    • Place of Presentation
      Tokyo
    • Related Report
      2013 Final Research Report
  • [Presentation] Efficient Robust Design Optimization by Variable Fidelity Kriging Model2012

    • Author(s)
      W. Yamazaki
    • Organizer
      AIAA 53rd Structures, Structural Dynamics, and Materials and Co-located Conferences
    • Place of Presentation
      Honolulu, USA, (AIAA Paper 2012-1926)
    • Related Report
      2013 Final Research Report
  • [Presentation] Efficient Robust Design Optimization by Variable Fidelity Kriging Model2012

    • Author(s)
      W. Yamazaki
    • Organizer
      AIAA 53rd Structures, Structural Dynamics, and Materials and Co-located Conferences
    • Place of Presentation
      Hawaii, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] A Variable Fidelity Response Surface Approach towards Integration of CFD and EFD2012

    • Author(s)
      W. Yamazaki, S. Kuchi-ishi
    • Organizer
      5th Symposium on Integrating CFD and Experiments in Aerodynamics
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2012 Research-status Report

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

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